# https://draup.com/ llms-full.txt ## Talent Intelligence Solutions [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) [Talent Intelligence](https://draup.com/talent) [Sales Intelligence](https://draup.com/sales) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Company ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) [Talent Intelligence](https://draup.com/talent) [Sales Intelligence](https://draup.com/sales) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Company ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # Multi-dimensional Global Labor & Market Data for ## Strategic Workforce Planning ## Predictive Skills Architecture ## Intelligent Talent Acquisition ## Targeted Account Planning ## Work Redesign By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! 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Agentic Intelligence for [HR](https://draup.com/talent) [Sales](https://draup.com/sales) Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) Loved by Analysts Trailblazer in HR Technology ![The joshbersin Company Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a6729b66cf6a68f660_Joshbersian.svg) ![Gartner Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a69126d3e459f94a00_Gartner.svg) 9 mentions in reports and Hype Cycles​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Powering Impactful Use cases across Enterprise HR & GTM Teams​ Talent Sales ### Empowering Enterprise HR Leaderswith Real-Time Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ffbae03cf6ab1338ef69b_9f5d27b3a633cadd5928ba34c4e2b3b1_Talent%20Solutions.svg) [Strategic Workforce Planning\\ \\ Plan, build, and scale your workforce with precision](https://draup.com/talent/solutions/workforce-planning) [Predictive Skills Architecture\\ \\ Be future-ready with a skills-first workforce](https://draup.com/talent/solutions/predictive-skills-architecture) [Work Redesign\\ \\ Redesign your workforce for the AI era](https://draup.com/etter) [Talent Acquisition & Recruitment\\ \\ Hire smarter, faster, and fairer with skills-first insights](https://draup.com/talent/solutions/talent-acquisition) [Peer & Competitive Intelligence\\ \\ Deep competitor insights to plan and scale your workforce](https://draup.com/talent/solutions/peer-intelligence) [Reskilling Intelligence\\ \\ Turn skill gaps into actionable workforce statergy](https://draup.com/talent/solutions/reskilling-intelligence) [University Hiring\\ \\ Create smarter pipelines with campus intelligence](https://draup.com/talent/solutions/university-hiring) [Location Analysis\\ \\ Find optimal locations with precise talent, cost, and risk insights](https://draup.com/talent/solutions/location-analysis) ### Empowering Sales Leaders with Contextual Intelligence on Industry, Account and Buyer ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69300842c04b8cf8940f14de_6904c0ce8930d6998962082808ea9e08_Sales%20Solutions.svg) [Account Prioritization\\ \\ Prioritize accounts with signal-driven scoring](https://draup.com/sales/solutions/account-prioritization) [Account Planning\\ \\ Win key accounts with 360° intelligence](https://draup.com/sales/solutions/account-planning-for-abm) [Precision Prospecting\\ \\ Identify buying committees and target decision makers](https://draup.com/sales/solutions/prospecting) [Account Growth\\ \\ Account management signals for growth & retention](https://draup.com/sales/solutions/account-management) [Partner Sales\\ \\ Joint pursuit strategies to co-sell faster](https://draup.com/sales/solutions/partner-sales) [B2B Data Enrichment \\ \\ B2B Data Enrichment Solutions for GTM teams](https://draup.com/sales/solutions/b2b-data-enrichment) ## Analyzing 25M+ data points daily from 75,000+ sources Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d3e8935dc93878596ab47b_c4c49c517c688326431820a73d1e8fd5_left-decor.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d3e8935dc93878596ab47b_c4c49c517c688326431820a73d1e8fd5_left-decor.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692e7aae17bb2783182e1efc_e886eda25ae241f0b1c49d8fd17c29f7_Tree%201.svg) Data Harvesting ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d3c4974680bf9a8d94d7dc_Icon-doc-Pink.svg) Research Automation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d3c498863b4018d20ee184_Icon-Reset-Pink.svg) Human Curation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d3c4970b5b028baae61238_Icon-User-Pink.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d3b930c85215c7b104c652_582e5a2d5131e618cb987d914c35f15c_combine.svg) Draup Technology & Cognition Engine ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d3b930c85215c7b104c652_582e5a2d5131e618cb987d914c35f15c_combine.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d3c498863b4018d20ee181_Icon-Chip-Pink.svg) ETL Infrastructure ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d3c498e8ebbeda85a63f77_Icon-Insight-Pink.svg) Machine Learning Models ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d3c4971450feaf5d6bcb2f_Icon-Search-Pink.svg) Statistical Inference ## Impactful insights, delivered real-time Access insights via API, custom data feeds, the Draup platform or using MCP [![A image describes API Integration](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5fbb0d313863989f_Talent%20Home%201.png)\\ **APIs & Integrations** \\ \\ Best for\\ \\ Embedding live insights in workflows without storing data\\ \\ - Native integrations with 33+ HCM, HRIS, ATS and more, like Workday, SAP Successfactors, etc.\\ - Real-time access to critical data\\ - Enhanced security and data Integrity\\ - Efficient API performance with flexible limits\\ \\ Learn more](https://draup.com/talent/data/api) [![A image describes Custom Data Feed](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5d70126026a86144_Talent%20Home%202.png)\\ **Custom Data Feed** \\ \\ Best for\\ \\ Analytics at scale & joining Draup with internal data\\ \\ - Highly customizable feeds for workflow needs\\ - Scheduled pushes to data lakes/warehouses (S3, ADLS, BigQuery, SFTP)\\ - Scalable use cases with the data\\ - Integrates with internal data assets for co-pilots/agents\\ \\ Learn more](https://draup.com/talent/labor-market-data) [![A image describes Draup AI-SaaS Platform](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743ad17b1f3b9e7b880d_2b96d6882b630cc8f72a05eaff642c8f_Talent%20Home%203.png)\\ **Draup Platform** \\ \\ Best for\\ \\ Fastest time-to-value, \\ \\ no build required\\ \\ - Ready-to-use UI with 200+ productized use cases & workflows\\ - Leverage visualizations & workflows to drive seller action with no overhead\\ - Enterprise controls: SSO, RBAC, governance\\ - Integrates UI & functionality into CRM apps\\ \\ Book a demo](https://draup.com/book-a-demo) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6915b1809e4e6dbbe661e559_mcp-image.png)\\ **Model Context Protocol** \\ \\ Best for\\ \\ Real-time Al workflows & LLM applications\\ \\ - Native integration with Claude, OpenAl, and MCP-compatible Al tools\\ - Zero ETL, models query live data without pipelines or reindexing\\ - Governed access with token-based scopes, Pll masking, and audit trails\\ - Grounded, real-time data prevents LLMs from generating outdated or inaccurate insight\\ \\ Learn more](https://draup.com/talent/data/model-context-protocol) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686df6c146317df7e87d1fef_GridBottomDarkBg.svg) ![Curie Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686bbd0fc253a79eed7e49c4_0b316fb25cfc6cf664dcd7382bcb5a13_Curie%20Logo.svg) ## Agentic AI Has Entered HR. Meet Curie. From insight to action - Curie equips HR to drive growth, not just manage talent. Which locations in ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692e72a139e26e113799290e_Send%20Icon.svg) [See Curie in Action **→**](https://draup.com/curie) ## AI will reshape your workforce. Etter helps you adapt Give your HR teams the ability to see how AI will impact roles, skills, and workloads, and the strategy to prepare for it. [Learn More **→**](https://draup.com/etter) ![Etter](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd80e25ea3748b39176b1_1769834e8a21a748eb30d73ac4b2cdb6_Etter%20Banner.png) ## How Draup Works ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d5111dea3d440b3152cda4_Icon-Swap-Navy.svg) #### Strategy & Human Curation Location Selection, Workforce Planning, Peers’ talent strategy, Workforce Battlecards, Braindesk+ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d5111d3843f8d8e2ab108a_Icon-Search_orange.svg) #### Candidate Sourcing Ideal JD, Hiring Channels, Peers’ Hiring Strategies, Talent Mobility, Skills First Hiring, Candidate Profiles, ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d5111d7225665a659edae6_Icon-Skill-Red.svg) #### Skills Transformation Skills Architecture, Skills Transformation, Skills Evolution, Skills gaps, L&D Deficiencies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d5111e8c1e6a4675953a63_Icon-User-Green.svg) #### Human Expertise Supported by a team of expert researchers focusing on in-depth analysis and data accuracy ## Enterprises do extraordinary things with Draup Real stories. Real Success. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Why Draup? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d271f7ccc2594e0fd0e7aa_Icon-Headphone.svg) ### Ongoing Support Dedicated Account Manager to help you get started and to assist you with custom requirements ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d271f7f1f57379599c89d4_Icon-Diamond.svg) ### Rapid Onboarding Get immediate access to Draup’s data intelligence through our SaaS platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d271f7d87f091f0bc0ac16_Icon-Time.svg) ### Near Real-Time Data Refresh Continuously updating data pipelines and real-time dataflow always ensures up-to-date intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d271f776990a168a4ed70c_Icon-Box.svg) ### Agile Deployment New version with features releases every week to address your changing needs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d271f737383734e9ceb47f_Icon-Tag.svg) ### Predictable Fees Single flat rate for selected service with unlimited access, unmetered account usage, & no artificial restrictions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d271f7cb0c64745532227e_Icon-Dots.svg) ### All-Inclusive Subscription One subscription for all our services: web-based platform, Braindesk syndicated reports, & custom reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d271f75d70126026a7c740_Icon-WayBoard.svg) ### Flexible To Evolving User Needs Get custom intelligence as per your changing priorities using the platform or through our Consultants ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d271f7027b2349253ffc86_Icon-Swap.svg) ### Granular Taxonomy A comprehensive and adaptable taxonomy that incorporates job descriptions, skills, and industry trends ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. 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Something went wrong while submitting the form. ## Strategic Workforce Planning [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687ddb817a7b076629804f35_bd6bef79ac7db2f1906f7cfd7c593ec8_UseCase1.png)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687ddd7d37e685e7fe266c9d_6653d093fb22fa52e88601436e3c6180_animated-user.svg) Plan With Live Labor Market Data, Not Last Quarter’s Spreadsheet # Strategic Workforce Planning​ Model roles, skills, cost, and locations with explainable AI. Show the profiles behind every number. Export scenarios your CFO can defend. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) Loved by Analysts Trailblazer in HR Technology ![The joshbersin Company Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a6729b66cf6a68f660_Joshbersian.svg) ![Gartner Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a69126d3e459f94a00_Gartner.svg) 9 mentions in reports and Hype Cycles​ ## Workforce Plans Built on Guesswork Don’t Survive Market Shifts Most enterprises plan workforce with outdated snapshots -leaving skill gaps, cost inefficiencies, and missed opportunities. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fb6390d04449f9495f6860_Frame%20427320404.svg) #### Outdated Insights Talent supply, cost, and skill data change faster than annual plans can keep up, creating blind spots in hiring and capacity planning.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fb63c014289d07b6a34eaf_Frame%20427320405.svg) #### Reactive Decisions Teams scramble to fill roles after attrition or growth spikes instead of predicting needs in advance. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d534e31162e0f92ee667fc_Icon-Puzzle.svg) #### Disconnected Planning HR, Finance, and Business units operate on different datasets, making workforce strategies hard to align to P&L outcomes.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d388c0310cd1f9fca8499a_Icon-Search-Blue.svg) #### Hidden Workforce Potential Internal talent with adjacent or emerging skills goes untapped, leading to costly external hiring and slower redeployment.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e745927f9afbd91f221f86_x-icon.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Turn Workforce Chaos into Decision Clarity Draup for Talent uses proprietary labor-market intelligence to bring precision and agility to workforce design. ##### 1 #### Real-Time Intelligence Continuous data on talent supply, demand, cost, and skills to make planning dynamic and evidence-based.​ ##### 2 #### Predictive Role Modeling Forecast how roles and skill mixes will evolve, and design reskilling or hiring plans before gaps appear.​ ##### 3 #### Integrated Scenario Planning Align headcount, cost, and location strategies with business priorities using explainable AI-driven simulations. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e3b3b6f3a171c5f267fd3f_104a1db60eff0c8ae827085f2ab08546_animated-line.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b673e0e74cfc8d6ab75b01_bg-steps.svg) DRAUP's WORKFORCE PLANNING ENGINE ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e3b05108174d664458a1c7_bottom-animated.svg) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ff07c56ac07322dd2d77ad_globe.svg)\\ Talent Overview​](https://draup.com/talent/solutions/workforce-planning#Talent-Overview) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg)\\ Top Career Paths](https://draup.com/talent/solutions/workforce-planning#Top-Career-Paths) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg)\\ Talent Hotspots​](https://draup.com/talent/solutions/workforce-planning#Talent-Hotspots) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7b50410f6294d3e99b6ef_User%20(1).svg)\\ Top Employers​](https://draup.com/talent/solutions/workforce-planning#Top-Employers) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ff07c522116abc03199985_Dollar.svg)\\ Compensation Range​](https://draup.com/talent/solutions/workforce-planning#Compensation-Range) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ef64d0e75fe965864b62c0_Aim.svg)\\ Talent Flow](https://draup.com/talent/solutions/workforce-planning#Talent-flow) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6965ee328ace1004af9de6b9_Modeling.svg)\\ Scenario Modelling](https://draup.com/talent/solutions/workforce-planning#Scenario-Modelling) ## Talent Overview​ Get a detailed view of the regional job market with insights into talent size, demand, growth trends, and hiring difficulty. Analyze wage benchmarks, skill maturity, and availability to identify where supply meets your capability needs. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fc50cd6ac07322dde049d8_6c1d47c337e8bc13dfa55a790e0e13d3_DATA%20SCIENTIST%20ROLE.svg) ## Top Career Paths​ Understand how professionals progress into and out of a given role to reveal feeder positions, common transitions, and future career trajectories. Use these insights to design internal mobility, upskilling, and retention strategies aligned with industry norms. ![Image represent TOP CAREER PATHS](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fc50cdf3ec18409f85b6b6_334a73cb7884c3da055e53bed094b57d_TOP%20CAREER%20PATHS.svg) ## Talent Hotspots​ Pinpoint geographic regions with the highest concentration of qualified professionals for your target roles. Evaluate cost, competition, and migration patterns to inform your location strategy and optimize workforce distribution. ![Image represent JOB HOTSPOTS](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fc50cd053bcfddb63c1d02_42015d656d6a5041d961c81fca8d8fe2_HOTSPOTS.svg) ## Top Employers​ Discover which companies dominate hiring for your target roles and functions. Benchmark talent acquisition strategies, sourcing channels, and employer brand positioning to better compete for scarce, high-value skills. ![Image represent TOP EMPLOYERS](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fc50cd2accbfcb16c26d29_8e32a48b54be22d5a345e3156ee2065a_TOP%20EMPLOYERS.svg) ## Compensation Range​ Compare role-based compensation across percentiles, industries, and regions to align your salary bands with market realities. Stay competitive in your offers and drive higher acceptance rates with data-backed compensation insights. ![Image represent MEDIAN BASE PAY](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fc50cd286c685c1e5d9708_66fb36d44adb6e6bc628b20e7409f7ae_MEDIAN%20BASE%20PAY.svg) ## Talent Flow See how skills move across your market, helping you see where you will hire from, where you may lose talent, and which companies and regions are driving change. Get real-time directional insights across roles, firms, and geographies. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6965ef44d57ce431a63dcbb8_6c993f7f005fb17179103504633f27e6_TalentFlow.svg) ## Scenario Modelling Model talent needs using real units of work like workloads, tasks, and scenarios, not static job titles. Map a clear flow from role to budget impact to see how shifts in responsibility, efficiency, or AI change your organization. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6965efc77ca748c9914754b5_f980e8f67ce563c874ab127093f7148b_Scenario%20Modeling.svg) ## Use Cases Where Draup’s Workforce Planning Delivers the Edge ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e8a55e1b1598e618a42330_Icon%20Globe%20Pink.svg) #### Global Talent Supply & Cost Benchmarking Compare talent density and compensation across locations before expansion. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f0f972a330d36392742d19_Icon%20Target%20Green.svg) #### Role & Skill Forecasting Anticipate which roles are emerging, transforming, or at risk of obsolescence. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7aa9672f4206bee98b634_Icon%20Robots%20Yellow.svg) #### AI-Driven Reskilling Strategy Identify adjacent skills and design data-backed reskilling pathways. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fb642002c86f0ecac27dfd_Frame%20427320410.svg) #### Location Strategy Optimization Pinpoint the best global hubs balancing cost, skill depth, and diversity. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fb643df9b65dabf43210f3_Frame%20427320412.svg) #### Org Redesign & Scenario Planning Model future org structures aligned with automation and AI transformation. ## Outcomes for SWP Leaders​ ##### Draup gives you data-rich, insight-packed, actionable workforce plans. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) Future-Ready Workforce: Anticipate skill shifts before they disrupt critical functions. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) Smarter Reskilling: Focus learning investments where market demand is accelerating. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) Reduced Redundancy: Align internal roles and training to workloads and emerging capabilities. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) Faster Workforce Planning: Replace static frameworks with dynamic skill architectures. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) Data-Driven Decisions: Link talent strategy directly to business, tech, and market. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fb646625c2cda35b172e32_2229cece4db90260d3f81ec066e90915_outcome-workfoarce.svg) ## The Draup Advantage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e4d557187cc86b87a754c3_Icon%20Filter%20Green.svg) ### Granular Search Zero in on the perfect candidate with 30+ filters across - Capabilities (Core Skills, Workloads) - Experience (Years in Role, Past Companies) - Diversity (Ethnicity, Gender, Veterans) - Accomplishments (Patents, Publications) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e4d557eb761662433b40be_Icon%20Minimize.svg) ### Flexible Querying Search your way, from simple to complex - Natural Language: “Find female data scientists in San Francisco” - Complex Boolean: Build multi-layered queries with AND, OR, NOT - Filter-Specific Search: Target exact fields for ultimate precision - Skills & Adjacency Search: Go beyond titles. Search by core, adjacent, and emerging skills​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6863570a60ffe13ae30834b4_White%20set%20(4).svg) ### Candidate Insights See the whole person, not just the resume - Verified talent profiles enriched with skills, experience, and academic/professional credentials.​ - De-duplicated, ghost-free data enhanced with digital footprints like GitHub repos, publications, and patents.​ - Actionable insights including project history and job-change likelihood for smarter hiring decisions.​ ## Enterprises do extraordinary things with Draup Real stories. Real Success. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ## Powered by unparalleled global labor & market data Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ## Impactful insights, delivered real-time Access insights via API, custom data feeds, the Draup platform or using MCP [![A image describes API Integration](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5fbb0d313863989f_Talent%20Home%201.png)\\ **APIs & Integrations** \\ \\ Best for\\ \\ Embedding live insights in workflows without storing data\\ \\ - Native integrations with 33+ HCM, HRIS, ATS and more, like Workday, SAP Successfactors, etc.\\ - Real-time access to critical data\\ - Enhanced security and data Integrity\\ - Efficient API performance with flexible limits\\ \\ Learn more](https://draup.com/talent/data/api) [![A image describes Custom Data Feed](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5d70126026a86144_Talent%20Home%202.png)\\ **Custom Data Feed** \\ \\ Best for\\ \\ Analytics at scale & joining Draup with internal data\\ \\ - Highly customizable feeds for workflow needs\\ - Scheduled pushes to data lakes/warehouses (S3, ADLS, BigQuery, SFTP)\\ - Scalable use cases with the data\\ - Integrates with internal data assets for co-pilots/agents\\ \\ Learn more](https://draup.com/talent/labor-market-data) [![A image describes Draup AI-SaaS Platform](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743ad17b1f3b9e7b880d_2b96d6882b630cc8f72a05eaff642c8f_Talent%20Home%203.png)\\ **Draup Platform** \\ \\ Best for\\ \\ Fastest time-to-value, \\ \\ no build required\\ \\ - Ready-to-use UI with 200+ productized use cases & workflows\\ - Leverage visualizations & workflows to drive seller action with no overhead\\ - Enterprise controls: SSO, RBAC, governance\\ - Integrates UI & functionality into CRM apps\\ \\ Book a demo](https://draup.com/book-a-demo) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6915b1809e4e6dbbe661e559_mcp-image.png)\\ **Model Context Protocol** \\ \\ Best for\\ \\ Real-time Al workflows & LLM applications\\ \\ - Native integration with Claude, OpenAl, and MCP-compatible Al tools\\ - Zero ETL, models query live data without pipelines or reindexing\\ - Governed access with token-based scopes, Pll masking, and audit trails\\ - Grounded, real-time data prevents LLMs from generating outdated or inaccurate insight\\ \\ Learn more](https://draup.com/talent/data/model-context-protocol) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Our Impact Stories Real companies. Real challenges. Real results. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Transforming workforce strategy and skill analysis for PayPal](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6927ede4c59e7c8c1c5102f2_paypal.webp)\\ **Transforming workforce strategy and skill analysis for PayPal** \\ Learn More](https://draup.com/talent/case-studies/paypals-talent-intelligence-journey) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Transforming workforce strategy and DEI for Intuit](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6927edaab8b6496d1ea97022_intuit.webp)\\ **Transforming workforce strategy and DEI for Intuit** \\ Learn More](https://draup.com/talent/case-studies/how-intuit-scaled-their-workforce-planning-improved-dei-at-the-top-level-with-draup) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Workforce strategy for a Dublin based IT services leader](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/692d410d448b21e150bb84fa_Based%20IT%20services%20leader.png)\\ **Workforce strategy for a Dublin based IT services leader** \\ Learn More](https://draup.com/talent/case-studies/redefining-workforce-strategy-with-draup) ## Analyst-Backed. Industry-Validated. [![The Josh Bersin Company](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa5b44f4382e46bf0a34e_64501d371c76964c2ddbff2d5c6e0f3b_joshbersin.webp)\\ **Trailblazer in HR Technology by Josh Bersin Company** \\ \\ Learn More](https://joshbersin.com/trailblazers/) [![Gartner ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa5b4382cf10289091084_658569eed20d0ffdbe5cf9b12769e47e_gartner.webp)\\ **Gartner®, Hype Cycle™ for HR Technologies, 2024, Jeff Freyermuth, 30 July 2024** \\ \\ Learn More](https://www.gartner.com/en/documents/5633091) [![Gartner](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686235279786b18c74860699_c25b8b5ef0bfe86d0396d085e83066fb_Gartner%202.webp)\\ **Gartner®, Hype Cycle™ for Talent Acquisition (Recruiting) Technologies, 2024, Rania Stewart et al., 25 July 2024** \\ \\ Learn More](https://www.gartner.com/doc/reprints?id=1-2I7YPRT0&ct=240729) ## Frequently Asked Questions ### How is Draup different from traditional workforce analytics tools?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup goes beyond dashboards - it uses proprietary, verified global labor-market data refreshed daily, coupled with explainable AI to drive actionable workforce decisions.​ ### Can Draup integrate with our HR systems?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Draup integrates seamlessly with major HRIS, ATS, and planning tools via APIs, enriching your internal data with live market intelligence. ### How often is Draup’s data updated?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Talent, cost, and demand data are refreshed daily from 70,000+ sources, ensuring your workforce plans reflect market reality. ### What kind of ROI can we expect?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Clients typically achieve 30–40% faster planning cycles, 25% fewer skill mismatches, and significant cost savings from optimized hiring and redeployment.​ ### Does Draup support both strategic and operational planning?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Draup powers long-range workforce design (3–5 years) as well as quarterly operational planning - from skill forecasts to location hiring and cost optimization.​ ### Can Draup help identify which roles will be impacted by AI and automation?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Absolutely. Draup’s AI impact and skills evolution models highlight which tasks can be automated, which roles need redesign, and which skills to invest in next.​ ### How does Draup ensure data accuracy and compliance?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All insights are derived from licensed, ethical, and verifiable sources — fully GDPR-compliant — with audit trails and confidence scores for every data point.​ ### Can we benchmark against our competitors or peer companies?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Draup’s peer intelligence module lets you benchmark your workforce mix, costs, and skill intensity against named peer groups or industry leaders. ### How long does it take to deploy Draup for Talent?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Most enterprise clients go live within 4–6 weeks, including integrations, access setup, and first-round workforce scenario modeling.​ ### Who in the organization typically uses Draup?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) CHROs, Heads of Workforce Planning, Talent Strategy, and Business HR teams - often in collaboration with Finance and Transformation leaders for joint decision-making.​ ### How fresh is the data? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our labor-market data refreshes daily through a continuously updating multi-source network(75000+ sources). Core signals such as talent supply, demand, movement, and compensation are updated in near-real time. Some inputs (e.g., government or slower regional feeds) may update less frequently, creating minor drift by region. We surface the most current composite view and monitor for stale or lagging sources. ### How do you mitigate bias? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All incoming data runs through a structured QA and fairness pipeline designed to reduce noise and systematic bias: - **Source normalization** to align uneven formats and reporting styles. - **Deduplication** to remove repeated or overlapping records across sources. - **Anomaly and outlier detection** to filter suspicious spikes or gaps. - **Model calibration and weighting** to balance uneven geographic or industry coverage. - **Human-in-the-loop audits** for sensitive signals and edge conditions. These steps provide a cleaner, more representative foundation for insights across roles and regions. ### What does “Hiring Difficulty” mean? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Hiring Difficulty is a composite measure of how challenging it is to hire a particular role in a specific region. It incorporates: - **Talent availability** relative to required skills - **Demand pressure** from employers seeking the same profiles - **Market intensity** based on inflow/outflow and movement velocity - **Observed time-to-hire patterns** Higher difficulty indicates tighter markets, stronger competition, and potentially longer hiring cycles. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b661c6889daaea9cb148f6_Grid%20Bottom%20Light.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. 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Something went wrong while submitting the form. ## AI Upskilling Solutions [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # Transforming L&D with Skill Intelligence for a $19.5B Chicago based Healthcare Leader Discover How Draup Helped a Global Healthcare Leader Align Upskilling with AI Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440582100a3a09ce165d_Icon-user.svg) 53,000+ Employee Count ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406b7cd9129596beac3_Icon-doller.svg) $19.67 Bn Revenue ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406c7057d6b23b7f211_Icon-factory.svg) Healthcare Industry ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440592f0256f7d6a6e69_Icon-pin.svg) Chicago, U.S. Headquarters ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## About the Company A leading global healthcare and life sciences organization, the company drives innovation across patient care, biotechnology, and digital health. With a workforce of over 53,000 employees worldwide, it invests heavily in workforce development to stay ahead in a rapidly evolving, AI-driven industry. ## Before Draup ##### 1 ### Capability Alignment Gaps Internal talent capabilities struggled to keep pace with advancements in AI and automation. ##### 2 ### Generic Learning Programs L&D initiatives that lacked role-specific precision, relying on broad and generic competency frameworks. ##### 3 ### Investment Blind Spots Leadership lacked data-driven insights to prioritize upskilling investments based on verified skill gaps. ## The Core Challenges ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f86cf4426326700a97f4d1_Frame%20427319968.svg) Strengthen workforce readiness to build AI and automation capabilities aligned to evolving business needs. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f86d16044f107c8067d820_Frame%20427319966.svg) Enable market-linked learning to integrate real-time market insights to inform targeted upskilling. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ef5dfa248a1a04418acdad_Icon%20Aim%20Yellow.svg) Prioritize strategic investments to guide L&D budgets toward high-impact, future-critical skill areas. ## The Solution Healthcare Analyst ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db5d3341843b1e0c029555_send-icon.svg) PATH EXPLORER ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fae90ad0a4636bcd5ed800_Group%20427319959.svg) TOP EMPLOYERS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fae90aee7a645482264453_Frame%20427319846%20(9).svg) CURRENT SKILLSET ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fb27317f82bef8715c6ab2_Frame%20427319846%20(13).svg) CORE SKILLS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fae90aecb607436e366531_Frame%20427319846%20(12).svg) SOFT SKILLS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fae90ad7ec59117f2c72c0_Frame%20427319846%20(11).svg) 01 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e65bb2e17acaea0685df5f_Icon%20Stats.svg) Skill Benchmarking APIs Delivered real-time API feeds, benchmarking internal roles against global skill demand. 02 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f2007aff9aa3a8a55cffc5_Robot.svg) AI-Focused Learning Maps Highlighted AI-critical competencies and skill adjacencies for emerging functions. 03 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f86d684e40f90dfad9e984_Clock%20(1).svg) Automated Updates Enabled automatic monthly updates with alerts for high-risk capability gaps. 04 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f86d7f01c57e621770547c_Search%20(1).svg) Market-Aligned Insights Mapped prioritized AI skills to personalized learning journeys within existing content systems. ## Outcome ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f86ad1c4a790da9978fda3_Icon%20Stat.svg) #### Intelligent Skill Benchmarking Continuously assessed internal capabilities against live market data for AI and automation roles. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f86e041bb871c3a175afeb_Frame%20427319974.svg) #### Personalized Learning Journeys Built L&D pathways directly mapped to skill adjacencies and strategic transformation priorities. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ef5dfa248a1a04418acdad_Icon%20Aim%20Yellow.svg) #### Smarter Learning Investments Enabled data-backed prioritization of training programs and budgets for maximum impact. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68be975231e1908b2e598291_Data%20Sales%20Icon%205.svg) #### Future-Ready Intelligence Established an adaptable, AI-capable talent base aligned to long-term organizational goals. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Powered by unparalleled global labor & market data ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5700+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. 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Something went wrong while submitting the form. ## Data Shares Overview [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # Direct, Frictionless Access to Global Labor & Market Data Supercharge workforce planning, talent analytics, and HR workflows with Draup’s data shares. Stream context-rich workforce and market data into your copilots, AI models, and analytics platforms. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. GDPR/CCPA Aligned 140+ Countries 240 Languages 33 Industries Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) Loved by Analysts Trailblazer in HR Technology ![The joshbersin Company Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a6729b66cf6a68f660_Joshbersian.svg) ![Gartner Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a69126d3e459f94a00_Gartner.svg) 9 mentions in reports and Hype Cycles​ ## Data Without Detours Draup supports all leading cloud storage, data warehousing, and analytics platforms, with consistent data structures and seamless integration pathways. [![Snowflake](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/693bdf4de5083151d15a79bf_snowflake.svg)**Snowflake** \\ \\ Secure, zero-copy data sharing at scale. Draup delivers enriched labor market and workforce intelligence directly into Snowflake for real-time analytics, AI-driven workforce planning, and cross-functional insights.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/691435b7d85f773973c27e55_Right%20Arrow%20Dark.svg)](https://draup.com/talent/data/data-shares/snowflake) [![Teradata Vantage ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6915595c8dd3b202d6be6dcd_Teradata%20Vantage.webp)**Teradata Vantage** \\ \\ Enterprise-grade multi-cloud analytics. Draup data in Vantage powers deep workforce planning and competitive intelligence. \\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/691435b7d85f773973c27e55_Right%20Arrow%20Dark.svg)](https://draup.com/talent/data/data-shares/teradata-vantage) [![SFTP](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/69155999297e74b3d814d543_SFTP.webp)**SFTP** \\ \\ Strictly secure delivery. Draup provides encrypted SFTP transfers with authentication, access control, and end-to-end encryption.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/691435b7d85f773973c27e55_Right%20Arrow%20Dark.svg)](https://draup.com/talent/data/data-shares/sftp) [![PostgreSQL / MySQL](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/69155982c379af623991b6c9_PostgreSQL-MySQL.webp)**PostgreSQL / MySQL**\\ \\ Open-source and widely adopted. Draup data shares here enable direct SQL access for flexible queries, reporting, and integrations. \\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/691435b7d85f773973c27e55_Right%20Arrow%20Dark.svg)](https://draup.com/talent/data/data-shares/postgresql-mysql) [![Oracle Autonomous Data Warehouse ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6915594b49b34f894273124e_Oracle%20Autonomous%20Data%20Warehouse.webp)**Oracle Autonomous Data Warehouse** \\ \\ Self-driving, self-securing, and self-repairing. Draup integrates directly with Oracle to deliver workforce insights securely and at scale. \\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/691435b7d85f773973c27e55_Right%20Arrow%20Dark.svg)](https://draup.com/talent/data/data-shares/oracle-autonomous-data-warehouse) [![Microsoft Azure Data Lake Storage (ADLS) ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/69155971faed9af1db679577_Microsoft%20Azure%20Data%20Lake%20Storage.webp)**Microsoft Azure Data Lake Storage (ADLS)** \\ \\ High-performance analytics storage. Draup data in ADLS supports complex queries, data lakes, and workforce intelligence models at scale.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/691435b7d85f773973c27e55_Right%20Arrow%20Dark.svg)](https://draup.com/talent/data/data-shares/microsoft-azure-data-lake-storage-adls) [![Microsoft Azure Blob Storage ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/691559256920c2d7e2a40d95_Microsoft%20Azure%20Blob%20Storage.webp)**Microsoft Azure Blob Storage** \\ \\ Flexible, cost-effective storage for unstructured data. Draup delivers insights seamlessly across your Azure environment.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/691435b7d85f773973c27e55_Right%20Arrow%20Dark.svg)](https://draup.com/talent/data/data-shares/microsoft-azure-blob-storage) [![Google Cloud Storage ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/691559020d04d9f64f7b5701_Google%20Cloud%20Storage.webp)**Google Cloud Storage** \\ \\ Global access and simple integration. Draup data connects easily with Google’s ecosystem, including AI-driven workflows.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/691435b7d85f773973c27e55_Right%20Arrow%20Dark.svg)](https://draup.com/talent/data/data-shares/google-cloud-storage) [![Google BigQuery ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/69155937dd900c186cc458d9_Google%20BigQuery%20.webp)**Google BigQuery** \\ \\ Serverless and lightning fast. With Draup data in BigQuery, run real-time talent and market analytics at scale.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/691435b7d85f773973c27e55_Right%20Arrow%20Dark.svg)](https://draup.com/talent/data/data-shares/google-bigquery) [![Databricks ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/691558f2a6dc36fd13fc5b87_Databricks.webp)**Databricks** \\ \\ A unified platform for engineering, AI, and analytics. Draup data is optimized for advanced analytics, ML models, and workforce planning pipelines.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/691435b7d85f773973c27e55_Right%20Arrow%20Dark.svg)](https://draup.com/talent/data/data-shares/databricks) [![Cloudera Data Platform (CDP) ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/691558d1bdc8b7fe8f0a201b_Cloudera%20Data%20Platform.webp)**Cloudera Data Platform (CDP)** \\ \\ A hybrid platform for big data and ML workloads. Draup data integrates for flexible, multi-cloud workforce analytics.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/691435b7d85f773973c27e55_Right%20Arrow%20Dark.svg)](https://draup.com/talent/data/data-shares/cloudera-data-platform-cdp) [![Amazon S3 ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/691558abeb1cefbd7a5deaed_Amazon%20S3.webp)**Amazon S3** \\ \\ Scalable, secure object storage with unlimited capacity. Draup data flows directly into S3 for fast, reliable use in analytics and applications.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/691435b7d85f773973c27e55_Right%20Arrow%20Dark.svg)](https://draup.com/talent/data/data-shares/amazon-s3) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Powered by unparalleled global labor & market data Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ## Impactful insights, delivered real-time Access insights via API, custom data feeds, the Draup platform or using MCP [![A image describes API Integration](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5fbb0d313863989f_Talent%20Home%201.png)\\ **APIs & Integrations** \\ \\ Best for\\ \\ Embedding live insights in workflows without storing data\\ \\ - Native integrations with 33+ HCM, HRIS, ATS and more, like Workday, SAP Successfactors, etc.\\ - Real-time access to critical data\\ - Enhanced security and data Integrity\\ - Efficient API performance with flexible limits\\ \\ Learn more](https://draup.com/talent/data/api) [![A image describes Custom Data Feed](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5d70126026a86144_Talent%20Home%202.png)\\ **Custom Data Feed** \\ \\ Best for\\ \\ Analytics at scale & joining Draup with internal data\\ \\ - Highly customizable feeds for workflow needs\\ - Scheduled pushes to data lakes/warehouses (S3, ADLS, BigQuery, SFTP)\\ - Scalable use cases with the data\\ - Integrates with internal data assets for co-pilots/agents\\ \\ Learn more](https://draup.com/talent/labor-market-data) [![A image describes Draup AI-SaaS Platform](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743ad17b1f3b9e7b880d_2b96d6882b630cc8f72a05eaff642c8f_Talent%20Home%203.png)\\ **Draup Platform** \\ \\ Best for\\ \\ Fastest time-to-value, \\ \\ no build required\\ \\ - Ready-to-use UI with 200+ productized use cases & workflows\\ - Leverage visualizations & workflows to drive seller action with no overhead\\ - Enterprise controls: SSO, RBAC, governance\\ - Integrates UI & functionality into CRM apps\\ \\ Book a demo](https://draup.com/book-a-demo) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6915b1809e4e6dbbe661e559_mcp-image.png)\\ **Model Context Protocol** \\ \\ Best for\\ \\ Real-time Al workflows & LLM applications\\ \\ - Native integration with Claude, OpenAl, and MCP-compatible Al tools\\ - Zero ETL, models query live data without pipelines or reindexing\\ - Governed access with token-based scopes, Pll masking, and audit trails\\ - Grounded, real-time data prevents LLMs from generating outdated or inaccurate insight\\ \\ Learn more](https://draup.com/talent/data/model-context-protocol) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. 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Something went wrong while submitting the form. ## Healthcare Talent Modernization [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # Modernizing Talent Strategy for the Largest Healthcare & Supply Chain Leader in Texas Discover How Draup Enabled Workforce Modernization for a $280B Healthcare & Supply Chain Leader ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440582100a3a09ce165d_Icon-user.svg) 70,000+ Employee Count ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406b7cd9129596beac3_Icon-doller.svg) $280 Bn Revenue ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406c7057d6b23b7f211_Icon-factory.svg) Healthcare Industry ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440592f0256f7d6a6e69_Icon-pin.svg) Irving, Texas Headquarters ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## About the Company A global healthcare and supply chain enterprise operating across pharmaceuticals, medical products, and patient services. The company delivers advanced logistics and care solutions while accelerating digital, automation, and AI-driven workforce transformation. Its business priorities include building future ready ## Before Draup ##### 1 ### Limited View of AI & Automation Impact The organization lacked a unified understanding of how AI and automation were reshaping roles across functions like customer service, finance, supply chain, QA, and analytics. ##### 2 ### Unclear Offer Acceptance Trends & Market Benchmarks No clear baseline existed for acceptance rates, decision times, or differences between business and technical roles - slowing recruitment optimization. ##### 3 ### Unaligned Leadership Development Across Levels Leadership expectations shifted significantly by level, but the organization lacked a structured model to define evolving skills and behaviors. ##### 4 ### No Standardized Productivity Measurement Teams used inconsistent performance metrics across engineering, sales, marketing, and operations, limiting enterprise-wide visibility into productivity drivers. ## The Core Challenges ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ee5519a66d0fa8f6ad841a_Icon%20Caution%20Pink.svg) AI adoption outpaced internal skills, making it hard to identify evolving roles and skill needs. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/693fb3828db0ba8857f414ce_Frame%20427320152.svg) Technical talent became more selective, reducing acceptance rates and slowing hiring. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e60ffda32333b1ff508b09_Icon%20Maximize.svg) Leadership expectations expanded without a clear maturity model. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f1fecf491f09d74b10a286_Icon%20Stats%20Blue.svg) Productivity metrics varied widely, limiting cross-functional performance visibility. ## The Solution Customer Success Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db5d3341843b1e0c029555_send-icon.svg) PROFILE ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/693fb47b114f6d234d80f6fd_CSM%20Profile.svg) LOCATION ANALYSIS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db673f4382bb971c6a561a_e7698e0916612e5541b65c9bd418b4ca_Location.svg) TALENT MARKET INSIGHTS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/693fb47c7c2cdb5efbd6a7e9_CSM%20Insight.svg) CAREER PATHS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/693fb47ca2d3b87a98faad18_CSM%20-%20Path.svg) DATA INTEGRATION ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68df574763d2428a226659b1_c6d5b4ae5b4f54bfa47e4cf515e785fa_cs-integrations.svg) TECH STACK ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/693fb47b226023731c054293_CSM%20Stack.svg) 01 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e8a6a19eef27fc6134e9dd_Icon%20User%20Green.svg) AI/ML Talent & Workforce Impact Modeling Assessed automation vs. augmentation exposure, AI adoption trends, and high-growth roles across 20+ functions to clarify where tasks would be automated, enhanced, or require upskilling. 02 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f0f84f4c047e2fd5e20f0d_Stats%20(2).svg) Offer Acceptance Benchmarking Analyzed 230K+ applicant decisions to uncover acceptance rates, role-level differences, and decision timelines- highlighting lower Offer Acceptance Rate for technical roles and enabling targeted hiring strategies. 03 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69245af1c8f5d7f72f8cd685_User%20(2).svg) Leadership Competency Evolution Framework Built a leadership taxonomy using 750M+ profiles and 350M+ JDs, mapping how skills shift from manager → director → executive across areas like agility, emotional intelligence, ethical judgment, and AI literacy. 04 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e6623478c805c1bbf415b7_Plugin.svg) Cross-Functional Productivity Benchmarking Synthesized practices from leading companies to create a unified model covering engineering velocity, sales KPIs, marketing ROI metrics, and operations productivity levers. ## Outcome ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f86cf4426326700a97f4d1_Frame%20427319968.svg) #### AI Exposure & Skill Transformation Clarity Enabled targeted reskilling projects, improved internal mobility, and aligned workforce strategy with automation priorities. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7476773459f4feba4c921_Icon%20Clock%20Green.svg) #### Data-Driven Recruitment Efficiency Improved hiring predictability and enabled tailored engagement strategies based on acceptance-rate and decision-time insights. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/693fb5192368cf400c84f236_Frame%20427320170.svg) #### Unified Leadership Development Roadmap Standardized expectations across all leadership levels, informing program design and strengthening succession planning. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f1fecf491f09d74b10a286_Icon%20Stats%20Blue.svg) #### Standardized Productivity Measurement Enabled consistent cross-functional metrics, better performance visibility, and data-driven operational scaling. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Powered by unparalleled global labor & market data ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5700+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. 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Something went wrong while submitting the form. ## GDPR Compliance Overview [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) [Talent Intelligence](https://draup.com/talent) [Sales Intelligence](https://draup.com/sales) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Company ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) [Talent Intelligence](https://draup.com/talent) [Sales Intelligence](https://draup.com/sales) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Company ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) # GDPR **To our European Customers** At Draup Inc (“Draup”) the privacy and security of our users’ data is our highest priority. On May 25, 2018, the European Union’s General Data Protection Regulation (“GDPR”) will go into effect. The GDPR unifies several existing privacy and security laws under one comprehensive law which will apply across the European Union. The GDPR aims to strengthen and expand data privacy protections for citizens of the EU and provide them with greater control over how their data is collected, accessed, shared and used. Given that Draup engages with users in the European Union, we have been working hard to ensure that we are in compliance with these new regulations before May 25, 2018. We are committed to providing our users with the best and most secure experience possible and want to ensure they trust us to handle their data. We are working with an American Law Firm and a European Law Firm who are helping us revise our privacy and security procedures and policies to fully comply with GDPR, which we are in the process of implementing. We are also in the process of filing for self-certification to the EU-U.S. Privacy Shield and Swiss-US Privacy Shield (collectively, “Privacy Shield”) certification with the United States Department of Commerce (“DOC”). Privacy Shield adequately transfers your Personal Data from European Union and Switzerland to USA for processing. We will let you know once this certification has been granted by the DOC, by updating out Privacy Policy, putting up Privacy Notice on our website, and informing you via email or comparable means. While our application is pending and where required, any data transfer from EEA or Switzerland, will be made subject to the terms of the applicable EU Standard Contractual Clauses or with your consent. Notwithstanding, we currently keep your Personal Data in a very secure manner and restrict who has access to it. We need your Personal Data to be able to provide Services to you and to give you access to our Platform and you give us your Personal Data at the time your register for our Platform, download our mobile app and/or use or buy our Products and Services. We will notify as soon as possible but no later than 72 hours if we determine that our systems have been hacked and your Personal Data disclosed as a result of such hacking or any other unauthorized breach of your systems and databases. If at any time you want to cancel your registration, all you need to do is to access our Platform and there are both opt-out provisions and erasure options available. Alternatively, you can write to us at [info@draup.com](mailto:info@draup.com) and tell us you want us to cancel the registration and we will do so. If you want to know what Personal Data that we have on you, again just access our Platform, look at our Privacy Policy, or write to us at [info@draup.com](mailto:info@draup.com) and ask us for such information and we will provide it to you. If you want us to delete such information from our Platform or Services and other databases, just ask us to do so and we will delete such information as soon as we no longer need such information, for example, to invoice you for our Services. We will not keep such information beyond the time that we need it. If you have any questions or concerns about our privacy and security policies, please email us at [info@draup.com](mailto:info@draup.com), and we will be happy to discuss them with you. To facilitate this, we have appointed a Data Protection Officer, who can be reached at the above email address. We will keep you apprised of the changes to our privacy and security policies and if you have any questions about this GDPR Notice, please do not hesitate to contact us at [info@draup.com](mailto:info@draup.com) ‍ Quick Links [Privacy Policy](https://draup.com/privacy-policy) [Legal Disclaimer](https://draup.com/legal-disclaimer) [EU User Privacy Policy](https://draup.com/eu-user-privacy-policy) [Do Not Sell My Personal Info](https://draup.com/do-not-sell-my-personal-information) [Cookie Policy](https://draup.com/cookie-policy) Cookie settings ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. 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Something went wrong while submitting the form. ## Data-Driven Account Planning [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # Data Driven Account Planning for a $1B Pune based IT Services Leader Discover How Draup Helped Reduce Account Planning Research by 60% ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440582100a3a09ce165d_Icon-user.svg) 24,000+ Employee Count ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406b7cd9129596beac3_Icon-doller.svg) $1.47 Bn Revenue ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406c7057d6b23b7f211_Icon-factory.svg) IT Services Industry ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440592f0256f7d6a6e69_Icon-pin.svg) Pune, India Headquarters ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## About the Company A global technology services and consulting leader, the company delivers digital engineering and IT transformation solutions across industries. To drive efficiency and consistency in sales planning, it sought a unified platform to strengthen account intelligence and improve collaboration between sales, marketing, and delivery teams. A trusted platform in the market for account planning Head of Facilities Management ## Before Draup ##### 1 ### Time-Intensive Account Research Presales and internal teams spent hours collecting and validating account insights from multiple fragmented sources. ##### 2 ### Fragmented Databases Teams had to refer to multiple tools and datasets to gather actionable intelligence for account planning. ##### 3 ### Manual Data Validation Secondary sources required extensive hygiene checks and manual synthesis before insights could be used effectively. ## The Core Challenges ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692457a581c0ec106ead5c17_Icon%20Taxonomy.svg) To streamline and centralize account intelligence across teams. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f86d16044f107c8067d820_Frame%20427319966.svg) To reduce research time and improve the quality of account planning insights. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f2246be01a67bca4b66aab_Icon%20Handshake.svg) To enable cross-functional collaboration through a single, unified platform. ## The Solution Enterprise Software ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db5d3341843b1e0c029555_send-icon.svg) DEALS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69245c69bb71af09ca26d982_DEALS.svg) ACCOUNTS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69245c69d0bfd891fc0a8b27_ACCOUNTS.svg) TECH STACK ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692456f10e34a6956f7be433_SALES%20TECH%20STACK.svg) SERVICE PROVIDERS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692456f2d468001e62c791dd_SERVICE%20PROVIDERS.svg) KEY EXECUTIVES ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692456f2432c5083079db96c_de7400d39da2cfdb199869e8f70cd27d_KEY%20EXECUTIVES.svg) 01 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692458dfcf8186e0de654d5e_Eye%20show.svg) End-to-End Account Intelligence Centralized visibility into accounts with real-time company profiles, signals, and opportunities across IT services clients. 02 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6920064a870bbc8b6346c707_Techstack%20(2).svg) Digital Tech Stack Insights Mapped clients’ digital tech adoption and transformation areas to identify whitespace opportunities and solution gaps. 03 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684f9f36f3ffb1954aaad7a3_Icon%201.svg) Automated Braindesk Research Delivered automated reports on key accounts, competitors, and outsourcing intelligence, reducing manual effort and data dependency. ## Outcome ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db59347578095bcb4adb4a_Icon-Rocket-Pink.svg) #### 60% Reduction in Research Effort Account planning time reduced through centralized, automated insights. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f2242c5b54985f998c6f88_Icon%20Puzzle.svg) #### Unified Intelligence Platform Sales, Marketing, and Delivery teams collaborated seamlessly on a single source of truth. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f86b071655842a2872cfcd_Frame%20427319991.svg) #### Enhanced Decision-Making Data-backed insights on industries, competitors, and outsourcing trends improved planning accuracy. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69245961cf8186e0de656dd5_Frame%20427319999.svg) #### Reduced Database Dependency Eliminated reliance on multiple secondary sources and manual data aggregation. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Powered by unparalleled global market data ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. 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Personalization Remembers your preferences and provides enhanced features. Analytics Measures usage and improves your experience. [Reject All](https://draup.com/sales/case-studies/powering-data-driven-account-planning-in-it-services#) [Accept All](https://draup.com/sales/case-studies/powering-data-driven-account-planning-in-it-services#) Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. ## Draup and HubSpot Integration [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) # Sharpen Targeting and Engagement with HubSpot + Draup Connect Draup intelligence to HubSpot workflows and enrich your campaigns with buyer and account insights. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. ![HubSpot ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/69159c1e92a4ab6c46d768d9_HubSpot.webp) ## Why Draup + HubSpot? **‍** HubSpot powers engagement while Draup enriches it with real-time buyer, account, and industry intelligence. Together, they help growing businesses sharpen targeting, personalize campaigns, and coordinate GTM motions with the latest firmographic and technographic context, directly inside HubSpot workflows. #### About HubSpot HubSpot is a leading CRM and marketing automation platform built for growing businesses. Draup integration pushes enriched account insights into HubSpot, helping sales and marketing align on priorities while personalizing outreach with firmographic and technographic data. ## How the Integration Works - _1_ **Sync** Draup’s account and buyer intelligence into HubSpot lists and contact records. - _2_ **Segment** Audiences using enriched firmographic, technographic, and industry data. - _3_ **Align** Sales and marketing through shared, always-current account insights. - _4_ **Activate** Smarter automations and sequences using external market signals. ## GTM teams that use HubSpot + Draup see - More relevant, higher-converting campaigns powered by external context. - Better alignment between sales and marketing priorities. - Faster activation of ABM and targeted outreach workflows. - A smarter HubSpot instance enriched with real-time buyer intelligence. ‍ ## What You Can Do - Enrich contact and company lists with verified firmographic and technographic context. - Create highly targeted segments using industry, growth, and role-based insights. - Personalize outreach with buyer movement, digital maturity, and account-level signals. - Prioritize leads by combining HubSpot engagement data with Draup’s external intelligence. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6912d52536f37c9351463b1c_fd13387b87f9dfc5e077c365d2693729_implementation.svg) ## Draup Works Wherever Your Teams Work Draup connects with 30+ CRMs and sales platforms, so your sellers, marketers, and RevOps leaders get intelligence in the tools they already use. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b65f87486391871efc31fb_bg-mesh.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b65f4a8dacda1efed2254d_right-decor.svg) ## Frequently Asked Questions ### What type of intelligence does Draup bring into HubSpot? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup adds structured firmographic, technographic, and buyer insights that enhance targeting and engagement inside HubSpot. ### How does Draup typically align with HubSpot workflows? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) The connection is designed to blend smoothly with existing HubSpot processes, making enriched data easy to activate. ### Does this support automation or ABM motions? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes, Draup insights can trigger smarter sequences, workflows, and ABM campaigns inside HubSpot. ### How frequently is the intelligence updated? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Data refreshes occur everyday so teams stay aligned with the latest account and market movements. ### Can this help improve campaign performance? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Many teams use the enriched insights to personalize messaging and refine targeting for better engagement. ### Which teams benefit the most from this integration? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Marketing, sales, SDR teams, and RevOps generally see the strongest improvements. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b661c6889daaea9cb148f6_Grid%20Bottom%20Light.svg) ## Impactful insights, delivered real-time Access insights via API, custom data feeds, the Draup platform or using MCP [![A image describes API Integration](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5fbb0d313863989f_Talent%20Home%201.png)\\ **APIs & Integrations** \\ \\ Best for\\ \\ Embedding live insights in workflows without storing data\\ \\ - Native integrations with 33+ CRMs, like Salesforce, Hubspot, Microsoft Dynamics CRM, etc.\\ - Real-time access to critical data\\ - Enhanced security and data Integrity\\ - Efficient API performance with flexible limits\\ \\ Learn more](https://draup.com/sales/data/api) [![A image describes Custom Data Feed](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5d70126026a86144_Talent%20Home%202.png)\\ **Custom Data Feed** \\ \\ Best for\\ \\ Analytics at scale & joining Draup with internal data\\ \\ - Highly customizable feeds for workflow needs\\ - Scheduled pushes to data lakes/warehouses (S3, ADLS, BigQuery, SFTP)\\ - Scalable use cases with the data\\ - Integrates with internal data assets for co-pilots/agents\\ \\ Learn more](https://draup.com/sales/market-intelligence-data) [![A image describes Draup AI-SaaS Platform](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743ad17b1f3b9e7b880d_2b96d6882b630cc8f72a05eaff642c8f_Talent%20Home%203.png)\\ **Draup Platform** \\ \\ Best for\\ \\ Fastest time-to-value, \\ \\ no build required\\ \\ - Ready-to-use UI with 200+ productized use cases & workflows\\ - Leverage visualizations & workflows to drive seller action with no overhead\\ - Enterprise controls: SSO, RBAC, governance\\ - Integrates UI & functionality into CRM apps\\ \\ Book a demo](https://draup.com/book-a-demo) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6915b1809e4e6dbbe661e559_mcp-image.png)\\ **Model Context Protocol** \\ \\ Best for\\ \\ Real-time Al workflows & LLM applications\\ \\ - Native integration with Claude, OpenAl, and MCP-compatible Al tools\\ - Zero ETL, models query live data without pipelines or reindexing\\ - Governed access with token-based scopes, Pll masking, and audit trails\\ - Grounded, real-time data prevents LLMs from generating outdated or inaccurate insight\\ \\ Learn more](https://draup.com/sales/data/model-context-protocol) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. 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Something went wrong while submitting the form. ## Draup Talent API [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # Draup Talent API Real-time, enriched labor market data, delivered where and when you need it. [Book a Demo](https://draup.com/book-a-demo) [View Data Dictionary](https://draup.com/talent/data/api#data-dictionary) GDPR/CCPA Aligned 140+ Countries 240 Languages 33 Industries Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) Loved by Analysts Trailblazer in HR Technology ![The joshbersin Company Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a6729b66cf6a68f660_Joshbersian.svg) ![Gartner Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a69126d3e459f94a00_Gartner.svg) 9 mentions in reports and Hype Cycles​ ## Why Draup Talent API? **Live talent intelligence streaming straight to your applications.** Embed Draup’s structured, enriched workforce data directly into your web applications, BI tools, or planning platforms using our robust APIs. Enable real-time refresh, role/skill filtering, and trigger-based operations across systems. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687de36461c0efc7fbfc5b65_Feature%20Icon%206.svg) #### Comprehensive Data Global profiles, standardized roles, deep skills graph, compensation bands, and company intelligence. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687de364fbd315605f38c3dd_Feature%20Icon%205.svg) #### AI-Ready Normalized, enriched data designed for copilots, assistants, and talent products. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687de3643ff0c58c1c0690d5_Feature%20Icon%204.svg) #### Enterprise-Grade SOC 2, GDPR/CCPA compliant, 99.9% uptime, and battle-tested by enterprises. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687de3642b2de70fbe6b326b_Feature%20Icon%203.svg) #### Easy to Integrate REST API + SDKs for Python and JavaScript. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## What Companies do with Draup Talent API ## Find the Right Talent, Faster Enrich candidate data with 1B+ professional profiles and semantic matching for recruiting platforms. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6915cacade115fcf63e3edf0_6eb3011c873104871a9114d58572d566_Find%20the%20Right%20Talent%2C%20Faster.svg) ## Build Future-Ready Workforces Design career paths using 4M+ mobility journeys and early warning for emerging skills across 30,000+ skills. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6915caca7e00eb7b822f11d3_a6a9cf8edaccb9945ccbbb31ca700fc6_Build%20Future-Ready%20Workforces.svg) ## Stay Ahead of Market Shifts Track hiring intent, org changes, and tech adoption with 500M+ business signals refreshed daily. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6915cac8a914a1b106b89f4a_64cd8c77c744cce9168889cce15682f2_Stay%20Ahead%20of%20Market%20Shifts.svg) ## Tap into Academic Talent Pipelines Access 200K+ professor profiles and 100K+ courses to align hiring with university pipelines. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6915cacdef6ba3de82c20f6b_3e69d58dbc695826bc332975f38bf3a2_Tap%20into%20Academic%20Talent%20Pipelines.svg) ## Stay Ahead of Market Shifts Track hiring intent, org changes, and tech adoption with 500M+ business signals refreshed daily. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6915cac8a914a1b106b89f4a_64cd8c77c744cce9168889cce15682f2_Stay%20Ahead%20of%20Market%20Shifts.svg) ## See the Global Workforce Clearly Unified labor market view across 140+ countries, 33 industries, and 10M+ employee reviews. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6915cace2db81291c70cc6a3_fd72f7b7c7c36904b5aa051c9691d097_See%20the%20Global%20Workforce%20Clearly.svg) ## Data Dictionary The Draup Talent API Data Dictionary provides a structured reference of all fields available through our endpoints, from roles and skills to locations, companies, and workforce movement signals. Each field is defined, normalized, and mapped across Draup’s unified taxonomy, ensuring consistency and usability across your talent and workforce planning workflows. ### Definitions - **Entity Name:** The endpoint collection that the field belongs to. - **Field:** The name of the datapoint in the API and exports. - **Description:** Explanation of the field’s meaning and usage. - **Format Availability:** API/PARQUET/CSV, Draup ensures parity across all delivery modes. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/690c4000a5f523877ed56c16_94b15907695f7521956277276a9f36bd_talent-data-dictionary.png) [Download Data Dictionary](https://resources.draup.com/hubfs/Draup%20Data%20Exchange.xlsx) ## Powered by unparalleled global labor & market data Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ## Impactful insights, delivered real-time Access insights via API, custom data feeds, the Draup platform or using MCP [![A image describes Custom Data Feed](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5d70126026a86144_Talent%20Home%202.png)\\ **Custom Data Feed** \\ \\ Best for\\ \\ Analytics at scale & joining Draup with internal data\\ \\ - Highly customizable feeds for workflow needs\\ - Scheduled pushes to data lakes/warehouses (S3, ADLS, BigQuery, SFTP)\\ - Scalable use cases with the data\\ - Integrates with internal data assets for co-pilots/agents\\ \\ Learn more](https://draup.com/talent/labor-market-data) [![A image describes Draup AI-SaaS Platform](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743ad17b1f3b9e7b880d_2b96d6882b630cc8f72a05eaff642c8f_Talent%20Home%203.png)\\ **Draup Platform** \\ \\ Best for\\ \\ Fastest time-to-value, \\ \\ no build required\\ \\ - Ready-to-use UI with 200+ productized use cases & workflows\\ - Leverage visualizations & workflows to drive seller action with no overhead\\ - Enterprise controls: SSO, RBAC, governance\\ - Integrates UI & functionality into CRM apps\\ \\ Book a demo](https://draup.com/book-a-demo) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6915b1809e4e6dbbe661e559_mcp-image.png)\\ **Model Context Protocol** \\ \\ Best for\\ \\ Real-time Al workflows & LLM applications\\ \\ - Native integration with Claude, OpenAl, and MCP-compatible Al tools\\ - Zero ETL, models query live data without pipelines or reindexing\\ - Governed access with token-based scopes, Pll masking, and audit trails\\ - Grounded, real-time data prevents LLMs from generating outdated or inaccurate insight\\ \\ Learn more](https://draup.com/talent/data/model-context-protocol) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Your API Key is One Click Away. Get Started in Minutes. Want to see it in action? By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b65f87486391871efc31fb_bg-mesh.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b65f4a8dacda1efed2254d_right-decor.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. 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Something went wrong while submitting the form. ## Career Pathway Intelligence [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # Driving internal mobility and workforce agility for the biggest telecom company in the UK Discover How Draup Helps a UK-Based Telecom Giant Align Skills and Unlock Growth ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440582100a3a09ce165d_Icon-user.svg) 105,000+ Employee Count ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406b7cd9129596beac3_Icon-doller.svg) $27.54 Bn Revenue ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406c7057d6b23b7f211_Icon-factory.svg) Telecommunications Industry ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440592f0256f7d6a6e69_Icon-pin.svg) London, U.K. Headquarters ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## About the Company This UK-based telecommunications leader serves millions worldwide through advanced network and digital services. The company is focused on fostering internal mobility, aligning skills with evolving business needs, and building a future-ready organization powered by continuous learning and career growth. ## Before Draup ##### 1 ### Limited Career Visibility Employees lacked clear guidance on internal career moves, leading to low mobility and missed opportunities. ##### 2 ### Skill Ambiguity No structured way to identify transferable skills, root skills, core skills or adjacent skills within the organization. ##### 3 ### Leadership Challenge Difficulty in prioritizing emerging skills and phasing out obsolete ones to align with business transformation goals. ## The Core Challenges ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f86b8e2f57198f962349e5_Icon%20Graph.svg) To enable data-driven internal mobility by mapping career pathways across functions and geographies. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d388c0d2f10e1610698692_Icon-Skills-Green.svg) To build a skill-based framework identifying adjacencies, emerging roles, and development opportunities. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f86bc9e2a4dba6d68dad80_Icon%20UserGroup.svg) To support strategic workforce planning through continuous visibility into evolving skill requirements. ## The Solution Network Analyst ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db5d3341843b1e0c029555_send-icon.svg) PATH EXPLORER ![PATH EXPLORER](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6901ea066995f1e04ed6b170_24fe472ba6232a516da19eea7c3c47d7_PATH%20EXPLORER.svg) CURRENT SKILLSET ![CURRENT SKILLSET](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6901ea00b8bc70f2c43ccaaa_cd0507b02d2482cca4878f84a03f3caf_CURRENT%20SKILLSET.svg) ADJACENT SKILLS ![ADJACENT SKILLS](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6901e9fa55d7edd9093debb0_d6ab7bc7fc93b714ac827dac7610ecc2_ADJACENT%20SKILLS.svg) SKILLS INTELLIGENCE ![SKILLS INTELLIGENCE ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6901e9579e98724cb9d73ae9_Group%202147203106%20(1)%20(2).svg) RESKILLING PROPENSITY INDEX ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6901e9d3191829536eccfa01_Frame%20427319951%20(3)%20(1).svg) 01 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f86bebd66ef799f62bbba5_Edit.svg) Skill-Based Pathways Built customized, skill-based career trajectories aligning individual growth, business priorities and financials with enterprise goals. 02 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f86c02a632f66b0888485b_Search.svg) Real-Time Insights Integrated Draup’s intelligence into the company’s SharePoint career portal for instant visibility into role transitions and learning needs. 03 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e6623399266ccf12fd7e1b_Aim.svg) Data-Driven L&D Prioritization Identified obsolete versus in-demand skills, enabling L&D teams to focus investments on future-critical capabilities. ## Outcome ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687de6f9404867c435f1cbb9_Feature%20Icon%207.svg) #### Empowered Employees Enabled personalized, skill-based career navigation, boosting engagement and internal mobility. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ef5e4739440f436389e6ec_Icon%20Search%20Green.svg) #### Future-Ready Workforce Delivered actionable insights to L&D and HR teams for targeted upskilling and reskilling initiatives. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f86bc9e2a4dba6d68dad80_Icon%20UserGroup.svg) #### Enhanced Workforce Agility Supported proactive talent redeployment and strategic alignment with transformation goals. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f86c5974d6fed99b2e9b42_Frame%20427319983.svg) #### Data-Driven Mobility Framework Established a scalable foundation for continuous workforce evolution and capability growth. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Powered by unparalleled global labor & market data ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5700+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. 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Something went wrong while submitting the form. ## Competitive Intelligence Solutions [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # Competitive Intelligence for Sales​ Stay Ahead of Every Move of Your Competitor​ By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Blind Spots in Competitive Landscape Slows Growth ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e746b196e7e7f18c5fd114_Icon%20Chat%20Pink.svg) #### Delayed Awareness Competitor expansions, product launches, and hiring waves surface after deals are lost. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7476773459f4feba4c921_Icon%20Clock%20Green.svg) #### Fragmented Insights Sales teams waste time stitching together incomplete data from PDFs, reports, and news feeds. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7476797225fd9764b4123_Icon%20Pin%20Yellow.svg) #### Reactive Strategy Without contextual intelligence, go-to-market and renewal plays miss key inflection points.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e74767b01409aa46a152be_Icon%20Hidden%20Blue.svg) #### Resource Drain Weeks spent on manual analysis that can be automated for faster action.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e745927f9afbd91f221f86_x-icon.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Competitive Intelligence by Draup​ Draup consolidates millions of live market, workforce, and technology signals through its MCP Server to deliver contextual, actionable competitive insights, instantly. ##### 1 #### AI-Curated Competitor Profiles Automated generation of detailed competitor dossiers, including financial performance, product ecosystems, R&D footprint, and opportunity indices. ##### 2 #### Technology, Talent & Ecosystem Mapping Identify tech stacks, hiring hotspots, partnerships, and delivery centers to spot competitor strengths, emerging capabilities, and cross-sell opportunities. ##### 3 #### Strategic Intelligence in Real Time Track M&A, executive moves, renewals, and industry shifts to anticipate competitor behavior, forecast next move and stay ahead in real-time. ## Key Insights A 360° view of every competitor - built-on and verified by Draup’s rich proprietary data. ## Financials & Business Priorities Analyze revenue mix, R&D spend, profitability, and funding patterns to gauge business momentum and financial risk. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69048428024f85b3ecb8754d_c2a22e1f8fc1157a1d986dad6ce6b8d6_Financials%20%26%20Growth%20Trends.svg) ## Tech Stack & Partnerships Intelligence​ Track competitors’ product stacks, technology adoptions, alliances, and delivery networks to uncover attach, replacement, and co-sell opportunities. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6904acc80ba650aa74d3b693_3cc4d25572f4c06cb985ca3cf1b4729a_Tech%20Stack%20%26%20Partnerships%20Intelligence.svg) ## Workforce & Skill Composition Understand how competitors structure teams - by skill clusters, hiring regions, and digital maturity, to anticipate capability shifts. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6904ad75a1dc5f406b9eca45_efc1b9fc68524c663a70ebb27e173508_Workforce%20%26%20Skill%20Composition.svg) ## M&A & Market Moves​ Monitor acquisitions, expansions, layoffs, and regional exits in real time to adapt GTM strategies and defend key territories. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6904ad23f1c66096f30b319e_32749767a11a8345a967c3e230ca0082_M%26A%20%26%20Market%20Moves.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Turning Competitor Data into Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e75adb7f55e41ab765c925_Icon%20target%20pink.svg) #### Account & Territory Planning Prioritize accounts and geographies based on competitor intensity, hiring patterns, and tech adoption trends. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e75adb10d71fcd5d27807e_icon%20Pin%20Green.svg) #### Displacement & Renewal Strategy Identify at-risk accounts where competitors are retrenching or losing share, time your outreach precisely. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e75adb57e19b4cc2d9d928_Icon%20graph%20up%20Purple.svg) #### Product & Partner Positioning Align go-to-market narratives with competitor tech stacks, pricing trends, and ecosystem gaps.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e75adb9d4cc1e1005b84b6_Icon%20Trophy%20Red.svg) #### Executive & Deal Enablement​ Arm sales teams with real-time, MCP-generated competitor briefs before every key meeting. ## Outcomes for Sales Teams ##### Turn fragmented market noise into clear competitive advantage. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) Speed: Create executive-grade competitive reports in under five minutes ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) Precision: Replace static reports with live, contextual intelligence across accounts ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) Confidence: Build account and territory strategies grounded in verified intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) Alignment: Empower sales, marketing, and leadership with one dynamic market view ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/690842343fc4c1a81ead33b8_competitive%20intel.svg) ## Enterprises do extraordinary things with Draup Real stories. Real Success. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ## Powered by unparalleled global market data Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667933aa493926f0085975_White%20set%20(14).svg) 700M+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667933aa493926f0085975_White%20set%20(14).svg) 700M+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ## Impactful insights, delivered real-time Access insights via API, custom data feeds, the Draup platform or using MCP [![A image describes API Integration](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5fbb0d313863989f_Talent%20Home%201.png)\\ **APIs & Integrations** \\ \\ Best for\\ \\ Embedding live insights in workflows without storing data\\ \\ - Native integrations with 33+ CRMs, like Salesforce, Hubspot, Microsoft Dynamics CRM, etc.\\ - Real-time access to critical data\\ - Enhanced security and data Integrity\\ - Efficient API performance with flexible limits\\ \\ Learn more](https://draup.com/sales/data/api) [![A image describes Custom Data Feed](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5d70126026a86144_Talent%20Home%202.png)\\ **Custom Data Feed** \\ \\ Best for\\ \\ Analytics at scale & joining Draup with internal data\\ \\ - Highly customizable feeds for workflow needs\\ - Scheduled pushes to data lakes/warehouses (S3, ADLS, BigQuery, SFTP)\\ - Scalable use cases with the data\\ - Integrates with internal data assets for co-pilots/agents\\ \\ Learn more](https://draup.com/sales/market-intelligence-data) [![A image describes Draup AI-SaaS Platform](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743ad17b1f3b9e7b880d_2b96d6882b630cc8f72a05eaff642c8f_Talent%20Home%203.png)\\ **Draup Platform** \\ \\ Best for\\ \\ Fastest time-to-value, \\ \\ no build required\\ \\ - Ready-to-use UI with 200+ productized use cases & workflows\\ - Leverage visualizations & workflows to drive seller action with no overhead\\ - Enterprise controls: SSO, RBAC, governance\\ - Integrates UI & functionality into CRM apps\\ \\ Book a demo](https://draup.com/book-a-demo) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6915b1809e4e6dbbe661e559_mcp-image.png)\\ **Model Context Protocol** \\ \\ Best for\\ \\ Real-time Al workflows & LLM applications\\ \\ - Native integration with Claude, OpenAl, and MCP-compatible Al tools\\ - Zero ETL, models query live data without pipelines or reindexing\\ - Governed access with token-based scopes, Pll masking, and audit trails\\ - Grounded, real-time data prevents LLMs from generating outdated or inaccurate insight\\ \\ Learn more](https://draup.com/sales/data/model-context-protocol) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Frequently Asked Questions ### What is Draup Competitive Intelligence? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup Competitive Intelligence provides real-time insights into your competitors’ financials, technology stacks, workforce movements, and partner ecosystems - powered by the MCP Server, which builds complete reports in minutes. ### How does the MCP Server work?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) MCP (Model Context Protocol) Server aggregates millions of live data points from financial disclosures, hiring patterns, tech stacks, and partnerships, then applies AI-driven analysis and human validation to create comprehensive competitor reports in under five minutes. ### What kind of competitor insights can I get? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) You’ll see detailed visibility into financial performance, talent strategy, R&D footprint, partnerships, technology investments, and M&A activity, all contextualized for sales and GTM teams. ### How fresh is Draup’s data? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup continuously updates data from 100+ labor databases, 1B+ job descriptions, 850M+ professional profiles, and global news and event signals, ensuring accuracy and timeliness. ### How is this different from standard market research tools? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Unlike static analyst reports, Draup delivers live, contextual intelligence that ties competitor activity directly to your accounts, territories, and sales motions, updated continuously. ### Can Draup integrate with our CRM or BI tools? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Draup integrates seamlessly with Salesforce, HubSpot, Tableau, and other CRM or BI systems through APIs or data feeds, allowing insights to appear directly within your workflow. ### How can sales teams use these insights in practice? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Sales teams can use MCP-generated reports for account planning, renewal defense, competitive displacement, and executive briefings , enabling smarter, faster, and more informed decisions. ### Does Draup track partnerships and vendor ecosystems? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Absolutely. Draup maps global partner networks, alliances, and outsourcing footprints, helping you identify co-sell opportunities, delivery overlaps, or displacement plays. ### How often can I generate a competitive report?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Reports can be generated on demand as often as you need, with fresh intelligence each time, powered by Draup’s continuously updating data streams.​ ### Is Draup’s data ethically sourced and compliant? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Draup adheres to GDPR, SOC 2, and ISO 27001 standards and is a member of EAIGG, ensuring every insight is bias-audited, compliant, and ethically sourced. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b661c6889daaea9cb148f6_Grid%20Bottom%20Light.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. 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Something went wrong while submitting the form. ## Predictive Skills Architecture [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Transform Static Job Roles Into Dynamic Skills Architectures # Predictive Skills Architecture Spot sunrise and sunset skills early. Know exactly when to build internally, buy externally, or borrow through contingent workforce. Push verified, market-tested skill data directly into Workday, SuccessFactors, Oracle or any other HRIS/HCMS. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) Loved by Analysts Trailblazer in HR Technology ![The joshbersin Company Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a6729b66cf6a68f660_Joshbersian.svg) ![Gartner Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a69126d3e459f94a00_Gartner.svg) 9 mentions in reports and Hype Cycles​ ## Skills Are Evolving Faster Than Organizations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9b2f2d1822aa71db592da_Icon%20Graph%20Up.svg) #### Shrinking Skill Half-Life Skills now evolve faster than organizations can retrain, leaving teams chasing yesterday’s capabilities. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9b4042630205d325fdd2d_Icon%20Calender.svg) #### Slower Planning Cycles Outdated job architectures and annual refresh cycles can’t keep pace with real-time market evolution. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d534e31162e0f92ee667fc_Icon-Puzzle.svg) #### Skill–Role Misalignment Evolving workloads outgrow legacy role definitions, creating mismatches between talent, tasks, and training. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f1fecf491f09d74b10a286_Icon%20Stats%20Blue.svg) #### Asymmetric Functional Disruption AI and automation reshape functions unevenly, creating blind spots in which skills to grow, redeploy, or retire. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e745927f9afbd91f221f86_x-icon.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Our Approach: Predictive, Market-Calibrated Skills Architecture​ Draup’s Predictive Skills Architecture continuously maps your job roles to the evolving external labor market. ![Ingest and Consolidate Job Architecture Data​](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9a264f33e50c8bfc37fee_e6ea5ad09c13bce6b1914a7e6b7d423d_Ingest%20and%20Consolidate%20Job%20Architecture%20Data%E2%80%8B.svg) ### Ingest and Consolidate Job Architecture Data​ Bring information about all jobs in one place and map into a job architecture: Job family -> Job family Level -> Job Profile -> Role/Title. Define salary bands for every level or at a capability level. ![Deconstruct Roles into tasks and skills](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9a264a05cbbd8276c9468_23e7d0794b7ceb0d19adb9d73b3e298b_Deconstruct%20Roles%20into%20tasks%20and%20skills.svg) ### Deconstruct Roles into tasks and skills Draup unifies internal role data, breaks every job role into its core workloads, functional tasks, and underlying skills - root, core, soft, and technical, creating a transparent skills architecture aligned to real work. ![Skill Signal Detection](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9a264597a3a0c9f9ac201_69c336ff5d755267ff3709b3d1e4f101_Skill%20Signal%20Detection.svg) ### Skill Signal Detection Draup’s AI scans millions of live labor market signals -job postings, project data, patents, and learning content to identify emerging and declining skills by role, function, and region.​ ![Map sunrise and sunset skills​](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9a264f5e9051695c64bf7_0365adefe5eb148c72c78084b3c9d927_Map%20sunrise%20and%20sunset%20skills%E2%80%8B.svg) ### Map sunrise and sunset skills​ Dynamic algorithms flag which skills are rising (sunrise) or fading (sunset), with confidence scores tied to real-time demand and adjacent career paths. ## Turning Skill Intelligence into Strategy​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f86ad1c4a790da9978fda3_Icon%20Stat.svg) #### Peer benchmarking Scrape job postings to understand skills mix and trends required for each role as compared to peers and Emerging vs traditional skills. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ef5e4739440f436389e6ec_Icon%20Search%20Green.svg) #### Market-Calibrated Reskilling & Benchmarking Prioritize upskilling and redeployment based on external demand, and benchmark your skill mix against peers. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687de70de9f05a47490890fe_Feature%20Icon%209.svg) #### Career Mapping How to prep current team for new age skills? How to reskill them to a new role. Reskilling propensity index ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e8a395de18b1babfd7f0c8_Icon%20Puzzle%20Blue.svg) #### Dynamic Job Architecture for Future Readiness Continuously redesign job frameworks with live market calibration, keeping roles, skills, and levels aligned with evolving work realities. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e6690be0a85660c41622f7_Icon%20Target%20Navy.svg) #### Levelling benchmarking What do your peers do in terms of leveling and how do you stack up against them? ## Outcomes for HR & TA Leaders​ ##### Draup gives you data-rich, insight-packed, actionable workforce plans. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) Future-Ready Workforce: Anticipate skill shifts before they disrupt critical functions. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) Smarter Reskilling: Focus learning investments where market demand is accelerating. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) Reduced Redundancy: Align internal roles and training to workloads and emerging capabilities. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) Faster Workforce Planning: Replace static frameworks with dynamic skill architectures. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) Data-Driven Decisions: Link talent strategy directly to business, tech, and market. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9a3fbf71773675c54daef_9ee6b82fa75fd8876fea12779232e302_outcome-skills.svg) ## The Draup Advantage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e4d557187cc86b87a754c3_Icon%20Filter%20Green.svg) ### Granular Search Zero in on the perfect candidate with 30+ filters across - Capabilities (Core Skills, Workloads) - Experience (Years in Role, Past Companies) - Diversity (Ethnicity, Gender, Veterans) - Accomplishments (Patents, Publications) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e4d557eb761662433b40be_Icon%20Minimize.svg) ### Flexible Querying Search your way, from simple to complex - Natural Language: “Find female data scientists in San Francisco” - Complex Boolean: Build multi-layered queries with AND, OR, NOT - Filter-Specific Search: Target exact fields for ultimate precision - Skills & Adjacency Search: Go beyond titles. Search by core, adjacent, and emerging skills​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6863570a60ffe13ae30834b4_White%20set%20(4).svg) ### Candidate Insights See the whole person, not just the resume - Verified talent profiles enriched with skills, experience, and academic/professional credentials.​ - De-duplicated, ghost-free data enhanced with digital footprints like GitHub repos, publications, and patents.​ - Actionable insights including project history and job-change likelihood for smarter hiring decisions.​ ## Enterprises do extraordinary things with Draup Real stories. Real Success. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ## Powered by unparalleled global labor & market data Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ## Impactful insights, delivered real-time Access insights via API, custom data feeds, the Draup platform or using MCP [![A image describes API Integration](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5fbb0d313863989f_Talent%20Home%201.png)\\ **APIs & Integrations** \\ \\ Best for\\ \\ Embedding live insights in workflows without storing data\\ \\ - Native integrations with 33+ HCM, HRIS, ATS and more, like Workday, SAP Successfactors, etc.\\ - Real-time access to critical data\\ - Enhanced security and data Integrity\\ - Efficient API performance with flexible limits\\ \\ Learn more](https://draup.com/talent/data/api) [![A image describes Custom Data Feed](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5d70126026a86144_Talent%20Home%202.png)\\ **Custom Data Feed** \\ \\ Best for\\ \\ Analytics at scale & joining Draup with internal data\\ \\ - Highly customizable feeds for workflow needs\\ - Scheduled pushes to data lakes/warehouses (S3, ADLS, BigQuery, SFTP)\\ - Scalable use cases with the data\\ - Integrates with internal data assets for co-pilots/agents\\ \\ Learn more](https://draup.com/talent/labor-market-data) [![A image describes Draup AI-SaaS Platform](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743ad17b1f3b9e7b880d_2b96d6882b630cc8f72a05eaff642c8f_Talent%20Home%203.png)\\ **Draup Platform** \\ \\ Best for\\ \\ Fastest time-to-value, \\ \\ no build required\\ \\ - Ready-to-use UI with 200+ productized use cases & workflows\\ - Leverage visualizations & workflows to drive seller action with no overhead\\ - Enterprise controls: SSO, RBAC, governance\\ - Integrates UI & functionality into CRM apps\\ \\ Book a demo](https://draup.com/book-a-demo) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6915b1809e4e6dbbe661e559_mcp-image.png)\\ **Model Context Protocol** \\ \\ Best for\\ \\ Real-time Al workflows & LLM applications\\ \\ - Native integration with Claude, OpenAl, and MCP-compatible Al tools\\ - Zero ETL, models query live data without pipelines or reindexing\\ - Governed access with token-based scopes, Pll masking, and audit trails\\ - Grounded, real-time data prevents LLMs from generating outdated or inaccurate insight\\ \\ Learn more](https://draup.com/talent/data/model-context-protocol) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Our Impact Stories Real companies. Real challenges. Real results. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Transforming workforce strategy and skill analysis for PayPal](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6927ede4c59e7c8c1c5102f2_paypal.webp)\\ **Transforming workforce strategy and skill analysis for PayPal** \\ Learn More](https://draup.com/talent/case-studies/paypals-talent-intelligence-journey) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Building an AI-Enabled HR Workforce for Arkansas-based largest global retailer](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6903718ba993c419354a4d68_Group%20427319779%20(2)%20(1).webp)\\ **Building an AI-Enabled HR Workforce for Arkansas-based largest global retailer** \\ Learn More](https://draup.com/talent/case-studies/building-an-ai-enabled-hr-workforce) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Building an AI-enabled workforce for the future of an Italian aerospace, defense, and security company](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68fa23102750779ccc033b8a_Frame%20427319853%20(1).webp)\\ **Building an AI-enabled workforce for the future of an Italian aerospace, defense, and security company** \\ Learn More](https://draup.com/talent/case-studies/building-an-ai-enabled-workforce-for-the-aerospace-engineering-giant) ## Analyst-Backed. 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[![The Josh Bersin Company](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa5b44f4382e46bf0a34e_64501d371c76964c2ddbff2d5c6e0f3b_joshbersin.webp)\\ **Trailblazer in HR Technology by Josh Bersin Company** \\ \\ Learn More](https://joshbersin.com/trailblazers/) [![Gartner ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa5b4382cf10289091084_658569eed20d0ffdbe5cf9b12769e47e_gartner.webp)\\ **Gartner®, Hype Cycle™ for HR Technologies, 2024, Jeff Freyermuth, 30 July 2024** \\ \\ Learn More](https://www.gartner.com/en/documents/5633091) [![Gartner](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686235279786b18c74860699_c25b8b5ef0bfe86d0396d085e83066fb_Gartner%202.webp)\\ **Gartner®, Hype Cycle™ for Talent Acquisition (Recruiting) Technologies, 2024, Rania Stewart et al., 25 July 2024** \\ \\ Learn More](https://www.gartner.com/doc/reprints?id=1-2I7YPRT0&ct=240729) ## Frequently Asked Questions ### What is Predictive Skills Architecture? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Predictive Skills Architecture is Draup’s dynamic framework that maps every job role to its underlying workloads, tasks, and skills and continuously updates these insights with live labor data. It helps organizations forecast which skills are emerging (“sunrise”) and which are declining (“sunset”), enabling proactive workforce planning. ### How is it different from a traditional skills taxonomy? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Traditional taxonomies are static and inward-looking. Draup’s framework combines internal job data with external market intelligence across 850M+ profiles and 1B+ job descriptions to continuously calibrate skill relevance, proficiency levels, and adjacencies. ### What are Sunrise and Sunset Skills? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) “Sunrise” skills are those rapidly growing in demand across industries and roles, while “Sunset” skills are declining in usage or value. Draup identifies these shifts early using AI models trained on peer hiring, job transitions, and learning trends. ### How does Draup identify and validate emerging skills? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup blends large-scale machine learning with human validation. Skills are extracted from live job postings, projects, and professional data, then verified by analysts and benchmarked against official labor statistics and peer movements. ### Can this integrate with our HR systems or L&D platforms?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Draup integrates seamlessly with HRIS, ATS, and learning systems such as Workday, SAP SuccessFactors, and Cornerstone via APIs or custom data feeds embedding skill intelligence directly into your workflows. ### How often is the skills data updated?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Continuously. Draup refreshes its data ecosystem weekly with new job postings, peer hiring patterns, and learning signals keeping your workforce plans aligned with real-time market shifts.​​ ### What use cases can Predictive Skills Architecture support?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) It powers skills-based workforce planning, reskilling and mobility programs, job redesign, capability benchmarking, and strategic hiring enabling organizations to move from reactive to predictive talent decisions. ### How does Draup ensure explainability and bias control?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Every AI output is traceable and auditable. Draup follows NIST AI RMF and EAIGG standards, with bias checks, lineage tracking, and human-in-the-loop review to ensure transparent, defensible decisions.​ ### How does Predictive Skills Architecture connect to work redesign?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) By modeling roles at the task level, Draup pinpoints which tasks shift to automation, partners, or new roles enabling sequenced work redesign and workload rebalancing tied to measurable outcomes.​ ### Can it prioritize hire vs. reskill vs. redeploy decisions?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. The framework scores each path using impact, effort, and time to productivity, recommending the optimal route per role/region and providing reason coded tradeoffs for leaders.​​ ### How does it improve internal mobility and career pathing?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) It maps near‑match routes using skill adjacencies and proficiency gaps, then generates targeted learning paths and on the job task rotations to accelerate internal moves with confidence. ### What does a 30/60/90 rollout look like? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) 30: ingest roles and generate top reskilling routes; 60: calibrate adjacencies and regional plans; 90: embed next‑best actions into HRIS/LMS/ATS and track KPI lift (time‑to‑productivity, mobility, fill rate).​ ### Can we start with skills identification without doing the full mapping? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Many teams begin with skills identification as a lightweight starting point. You can capture and validate the core skills for priority roles first, then expand into full task, workload or adjacency mapping when you are ready. This phased approach keeps the initial lift simple while still creating a strong foundation for deeper skills architecture work later. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b661c6889daaea9cb148f6_Grid%20Bottom%20Light.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. 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Something went wrong while submitting the form. ## EU User Privacy Policy [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) [Talent Intelligence](https://draup.com/talent) [Sales Intelligence](https://draup.com/sales) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Company ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) [Talent Intelligence](https://draup.com/talent) [Sales Intelligence](https://draup.com/sales) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Company ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) # **EU User Privacy Policy** Privacy Statement effective as of June 28, 2023. **Special Note for Users who are not in the EU or EEA: If you are in the US, or any country outside the European Union (EU) and European Economic Area (EEA), this EU User Privacy Policy does not apply to you. Instead, please review our** [**General Privacy Policy.**](https://draup.com/privacy-policy) When we use the term **“EU data”, “EU user”, “EU data subject”,** we refer to data, users, and data subjects from both EU and EEA. Your information privacy is extremely important to us. We have prepared this EU User Privacy Policy to explain how we collect, use, protect, and disclose your information and data if you are in the EU or EEA (an **“EU data subject”**), including when EU users use the www.draup.com websites (the **“Sites”**) and any mobile application, application programming interfaces, and other services offered by Draup, Inc. (collectively the **“Services”**). This EU User Privacy Policy also explains your choices for managing your information preferences, including opting out of certain uses of your Personal Data (defined below). This Privacy Policy applies to all EU users of the S ites and Services. The Sites and Services are provided by Draup, Inc. dba Draup ( **“Draup” “we” “our”** or **“us”**). 01. Information We Collect and Draup’s Role under General Data Protection Regulation (“GDPR”) 01. Draup as Data Controller 02. Draup may collect Personal Data about you as explained in this section. Personal Data is information relating to you as an identified or identifiable person. For this section, under the GDPR framework, Draup is the data controller as to the Personal Data we collect about you. 03. Personal Information Collected through Our Sites or Services 04. We may collect Personal Data when you use our Sites or Services. In order to register your Draup account and use the Services, you provide information that personally identifies you, such as your name, address, phone number, mobile phone number, email, transient payment information, company name, and other personally identifiable information that you choose to provide us with or that you choose to include in your account. You may be asked to provide us with Personal Data when you register with the Sites or use any of our Services, when you communicate with us, and at other times. 05. Our People Insights Service 06. The People Insights is a people searching and engaging service that we offer to users through the Draup Site (the name “People Insights” is subject to change from time to time at our discretion). Our People Insights allows our users to search for and find people who are the right fit for their business (recruiting/sales) needs. It also helps individuals who are listed in our People Insights to find new opportunities. Our People Insights collect user information through deep search technology continuously collects information from public websites to integrate into our system. Draup also collects information from third parties who legally sell or provide data they collected and are authorized to share. Through these sources we collect Personal Data, including names, email addresses, phone numbers, city or region, educational background, career background, social profile picture, social profile links, and job skills. 07. In the event that we cannot disclose to our users certain personal information we obtained based on a legitimate interests basis, which will be discussed below, we may process and index this data in pseudonymized professional profiles so that the information can be searched by our users for business engagement purposes without directly identifying the individuals of the professional profiles. By pseudonymized, we mean that if we collect Personal Data about you, the professional profile we create is not directly linked to your name, contact information or other information that could directly identify you, although we have the ability to make that link. Furthermore, we will seek your consent before we disclose your identifying information to anyone by sending an email to you on behalf of our registered users who want to contact you regarding opportunities that may be good fit to you. If you provide your consent, we will link your identifying information to your pseudonymized profile and share your identifying information with the user. If you do not consent, we will delete your information, including your pseudonymized profile. 08. In addition, we recognize that you may not wish to have your data appear in our People Insights (even in a pseudonymized form), **and we will honor your request to opt out**. To opt out, please provide your name and email address via this [link](https://draup.com/do-not-sell-my-personal-information) and we will remove your information from our system, or follow up with you if we need further information in order to honor your request. 09. Please note, we may need to retain certain data about you in order to ensure that we can continue to honor your request to opt out. We will maintain the minimum amount of information necessary for this purpose, and will not share this information with any business users of our services. 10. Usage Data and Site Activity 11. We automatically collect the following information about your device and your use of our Sites or Services through cookies, web beacons, and other technologies: the functions you use and searches you perform using the Services, browser agent name and version, web pages you view, links you click, your IP address, the length of time you visit our Sites and or use our Services, and the referring URL, or the webpage that led you to our Sites ( **“Usage Data”**). We use this information to monitor and improve the Sites and Services, enhance your online experience and to enable us to provide you with an easier and more personalized experience and level of service. We may combine Usage Data with Personal Data that you have provided to us. 12. Cookies and Anonymous Identifiers 13. We use cookies (a small text file placed on your computer to identify your computer and web browser) and may use anonymous identifiers (a random string of characters that is used for the same purposes as a cookie). We use cookies and other anonymous identifiers for authentication purposes (to keep track of the fact that you have logged in) and to analyze the use of and improve the Sites and Services. Please see our [Cookie Settings](https://draup.com/eu-user-privacy-policy#) for further information about the cookies we use. 14. Draup as Data Processor 15. Information You Input or Upload while Utilizing Our Services 16. As a part of utilizing our Services you may input or upload information about potential job candidates or prospective buyer to help you find desired person using Draup’s technology. You may also provide us with your credentials to third-party sites or services in order to synchronize certain emails or other information with our Services. All of this information is collectively **“Customer Data.”** Draup is a data processor as to Customer Data. Draup will only process Customer Data according to your instructions and to deliver the Services to you. We treat Customer Data as confidential and will not share it other Draup users. Draup will not integrate such data into Draup’s People Insights. 02. Our Purposes and Legal Basis for Processing 1. As explained in more detail below, we may process your Personal Data: 2. (i) under GDPR Article 6(1)(b), where such processing is necessary to deliver the Services you have requested; 3. (ii) under GDPR Article 6(1)(a), where we seek your consent for the processing; and 4. (iii) under GDPR Article 6(1)(f), where it is necessary for our legitimate interests, or the legitimate interests of a third party, and those legitimate interests are not overridden by your rights and freedoms. We process the Personal Data you provide to us if such processing is necessary to deliver the Services you have requested. Thus, we process your Personal Data to establish and maintain your account, to provide you notices and other communications relating to the Services, to provide you customer support, and to otherwise provide the Services to you. 1. Our legitimate interests, and the legitimate interests of others, include: 2. (i) the interests of sales executives and recruiters to be able to reach out to individuals who are interested in the relevant opportunities; 3. (ii) the interests of individuals in learning about offerings that are the best fit for their needs and interests; and 4. (iii) our interests helping make great matches for potential recruiters and sales executives. These legitimate interests provided are our basis for searching for and collecting public information and creating pseudonymized professional profiles based on that information. As explained above, by pseudonymized, we mean that the profiles we create are not directly linked to any individual’s name, contact information or other information that could directly identify an individual, although we have the ability to make that link, and individuals may opt out at any time. In a rare situation where we believe we cannot rely on legitimate interests or your prior consent to disclose your data we collected from public websites, we may pseudonymize your profile and seek your consent before we link your identifying information to your pseudonymized profile, or disclose your identifying information to anyone else. We will send an email to you on behalf of our registered users who want to contact you regarding opportunities that may be a good fit for your interests and background, and only after you consent, will we link you to your identifying information to your profile and share your identifying information. If you do not consent, we will ultimately delete your information.We may also process your Personal Data based on our legitimate interests, or the legitimate interests of others in the following circumstances: 1. (i) To seek your consent for sharing your personally identifiable information with others; 2. (ii) To comply with laws and regulations that apply to Draup; 3. (iii) In the case of information you provide as a user of our Services: 1. (a) to administer our business and improve the service quality; 2. (b) to improve user experience and our customer relationships; 3. (c) to communicate with you about the Services or other services we offer that might be of interest to you; 4. (d) to protect our Service and users from threats such as fraud or security threats; and 4. (iv) To facilitate necessary business transactions such as mergers or acquisitions. 03. When We May Share and Disclose Information 04. We allow our registered users to search and view people profile information relying on our legitimate interests and consent obtained as mentioned above. In addition, if your profile is pseudonymized, once you have consented to share your data, we will link your identifying information to your pseudonymous profile information and permit our registered users to view your identifying information. 05. From time to time, we may utilize other businesses whom we believe are trustworthy and who have confirmed that their privacy practices are consistent with ours ( **“Service Providers”**). We may contract with other Service Providers to provide certain services, such as hosting and maintenance, data storage and management, and marketing and promotions. We only provide our Service Providers with the information necessary for them to perform these services on our behalf. Each Service Provider must agree to use reasonable security procedures and practices, appropriate to the nature of the information involved, in order to protect your Personal Data from unauthorized access, use, or disclosure. Service Providers are prohibited from using Personal Data for any use other than as specified by us. 06. Draup uses Amazon Web Services (AWS) as a Service Provider to host the Sites and Services and store Personal Data and Customer Data. Your information is not disclosed to AWS, but is transferred through, and resides on, computers owned by AWS. AWS is ISO/IEC 27018 certified and has a system of controls in place that specifically address the privacy protection of Draup’s content. 07. We cooperate with government and law enforcement officials and private parties to enforce and comply with the law. We may disclose personal data and any other information about you to government or law enforcement officials or private parties if, in our discretion, we believe it is necessary or appropriate in order to respond to legal requests (including court orders and subpoenas), to protect the safety, property, or rights of our organization or of any third party, to prevent or stop any illegal, unethical, or legally actionable activity, or to comply with the law. 08. We may share Personal Data and Usage Data with businesses controlling, controlled by, or under common control with our Company. If our Company is merged, acquired, or sold, or in the event of a transfer of some or all of our assets, we may disclose or transfer Personal Data and Usage Data in connection with such transaction. You will have the opportunity to opt out of any such transfer if it will result in the handling of your Personal Data in a way that differs materially from this Privacy Policy. 09. We will not disclose Personal Data to third parties for direct marketing purposes, without your consent. We may disclose to third parties certain Usage Data regarding the Sites and Services. However, in such cases, your Usage Data is aggregated with the Usage Data of others and does not identify you individually. 10. Cross-border Transfers and Safeguards 11. We host and operate the websites and platforms in the United States and, depending on your country of residence, the submission of personal information to our website may involve the transfer of personal information to the United States. In addition, we may transfer personal information to our subsidiaries or affiliated companies and service providers and/or third-party agents in various other countries for certain processing operations. You should be aware that privacy laws in these countries may not adequately provide protections equivalent to those in your country of residence. 12. How Long We Process and Store Information 13. If you use our Services, we will store your information until you choose to close and delete your account. If you do not use our Services, we will store your information for as long as we have a legal basis on which to do so, or until you instruct us to delete your information. At any time, you can also opt out from our People Insights. 14. Managing Your Personal Account Data 15. You can review, correct, update, delete, or change most of your Personal Information used to establish your account by using your account settings. You can also opt out of receiving marketing emails and other communications from us by contacting [privacy@draup.com](mailto:privacy@draup.com). However, you cannot opt out of receiving all emails from us, such as messages about the status of your account with us. If you have questions or concerns regarding this Privacy Policy, please email us at [privacy@draup.com](mailto:privacy@draup.com). 16. Your Right to Opt Out of Our People Insights 17. As explained above, our goal is to help make great matches, and our service could help you find exciting opportunities. However, if you do not wish to have your data appear in our People Insights (even in a pseudonymized form), we will honor your request to opt out. To opt out, please provide your name and email address via [this link](https://draup.com/do-not-sell-my-personal-information) and we will remove your information from our system, or follow up with you if we need further information in order to honor your request. We may need to retain certain data about you to ensure that we can continue to honor your request to opt out. We will maintain the minimum amount of information necessary for this purpose, and will not share this information with other users of our services. 18. Your Rights Regarding Your Personal Data under the GDPRYou have the following rights with respect to your Personal Data. When exercising any of the rights listed below, in order to process your request, we may need to verify your identity for your security. In such cases we will need you to respond with proof of your identity before you can exercise these rights. 01. The right to access information we hold on you: 02. At any point you can contact us to request access to and be provided with information on the processing of your personal information. Once we have received your request, we will respond within one month. There are no fees or charges for the first request, but additional requests for the same data may be subject to an administrative fee. 03. The right to correct and update the information we hold on you: 04. If the data we hold on you is out of date, incomplete or incorrect, you can inform us and your data will be updated. 05. The right to have your information erased: 06. If you would not like us to use your data, you can request that we erase your data. In particular, you have the right to opt out of our People Insights Service as explained above in Section 7. 07. The right to object to processing of your data: 08. You have the right to request that we stop processing your data for direct marketing or for processing based on our legitimate interests. Furthermore, you have the right to opt out of our People Index and Search Service as explained above in Section 7. 09. The right to data portability: 1. You have the right to receive your Personal Data from us in a structured, commonly used and machine-readable format, or to have us transfer your data to another controller if the legal basis for our processing of your personal data is: 2. (i) consent; or 3. (ii) that the processing is necessary for the provision of services to you or to take steps at your request to provide you services, and such processing is carried out by automated means. 10. The right to withdraw your consent to the processing at any time where the legal basis for our processing is your consent: 11. In particular, even if you have consented to have your identity disclosed or your data included in our People Insights, you have the right to withdraw your consent at any time. Please see Section 7. 12. The right to restrict processing of your data: 1. You have the right to restrict the processing of your data in certain circumstances including: 2. (i) if you contest its accuracy; 3. (ii) if the processing is unlawful and you oppose the erasure; or 4. (iii) if it is no longer needed for the purposes for which it was collected, but you require it for the defense of a legal claim. 13. The right to lodge a complaint: 14. Have the right to lodge a complaint with the supervisory authority in the Member State where you have your habitual residence, place of work, or where an alleged infringement of the GDPR has taken place. 19. Be Careful When You Share Information with Others 20. Please be aware that whenever you share information on any public area of the Sites or Services, that information may be accessed by other users in your organization. In addition, please remember that when you share information in any other communications with third parties, that information may be passed along or made public by others. This means that anyone with access to such information can potentially use it for any purpose, including sending unsolicited communications. 21. Security 22. We maintain physical, electronic, and procedural safeguards to protect the confidentiality and security of information transmitted to us. However, no data transmission over the Internet or other network can be guaranteed to be 100% secure. As a result, while we strive to protect information transmitted on or through the Sites or Services, we cannot and do not guarantee the security of any information you transmit on or through the Sites or Services, and you do so at your own risk. 23. Links 24. Our Sites and Services may contain links to other websites or allow others to send you such links. A link to a third party’s website does not mean that we endorse it or that we are affiliated with it. We do not exercise control over third-party websites. You access such third-party websites or content at your own risk. You should always read the privacy policy of a third-party website before providing any information to the website. 25. Children’s Privacy 26. The Sites and Services are intended for EU users who are 18 years old or older. We do not knowingly collect Personal Data from children under the age of 18. If we become aware that we have inadvertently received Personal Data from a child under the age of 18, we will delete such information from our records. 27. Updates or Changes in Processing 28. If we wish to use your Personal Data for a new purpose, not covered by this Privacy Policy, then we will provide you with a new notice explaining this new use prior to commencing the processing and setting out the relevant purposes and processing conditions. Wherever and whenever necessary, we will seek your prior consent to the new processing. 29. In other circumstances, if we decide to change this Privacy Policy, we will inform you by posting the revised Privacy Policy on the Sites. Those changes will go into effect on the “Last Updated” date shown in the revised Privacy Policy. By continuing to use the Sites or Services, you are consenting to the revised Privacy Policy. 30. Contact Information 31. If you have any questions or feedback, or want to report a violation regarding the EU User Privacy Policy, you may email us at [privacy@draup.com](mailto:privacy@draup.com) or contact us by mail addressed to: 32. Attn: Legal Dept. Draup, Inc. 21 Waterway Ave, Suite 300 The Woodlands, TX 77380 USA In order to exercise your right regarding your Personal Data including right to access, correction (rectification), erasure, restriction of processing, objection to processing, and portability, you can contact our Data Protection Officer at [privacy@draup.com](mailto:privacy@draup.com). **PLEASE PRINT A COPY OF THIS PRIVACY POLICY FOR YOUR RECORD.** ‍ Quick Links [Privacy Policy](https://draup.com/privacy-policy) [Legal Disclaimer](https://draup.com/legal-disclaimer) [GDPR Info](https://draup.com/gdpr) [Do Not Sell My Personal Info](https://draup.com/do-not-sell-my-personal-information) [Cookie Policy](https://draup.com/cookie-policy) Cookie settings ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. 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Something went wrong while submitting the form. ## AI Account Planning [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ## Unlocking Trapped Value: How Better Account Planning Saves Millions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6839718b7d989e2c31fe8e97_Size%3DSmall%2C%20Color%3DRegular%20(1).svg) Team Draup 4 min read May 5, 2025 Share Traditional account planning is critical for driving growth and strengthening customer relationships, but it is often plagued with inefficiency, is time-consuming, and repeatedly under-optimized. One of the biggest culprits for this is account research. It’s where teams spend the bulk of their time—sifting through data, aligning insights, and building plans from scratch based on habitually outdated data. But it doesn’t have to be this way. By leveraging real-time data and Agentic AI—intelligent systems capable of autonomous planning and decision-making—sales teams can dramatically reduce manual effort. Planning time for [100 accounts from around 850 hours to just 50](https://www.revenoid.com/blog-post/account-planning-using-ai-in-30-minutes)—a dramatic leap in efficiency. AI-powered account planning empowers enterprise sales teams to: - Eliminate the hidden costs of inefficient planning - Shortening sales rep ramp-up time - Shift outreach strategy from high-volume to high precision # Eliminate the Hidden Costs with AI-Powered Account Planning Up to 50% of the traditional account planning time is wasted on manual research—gathering market insights, mapping stakeholders, and identifying opportunities. But this information often becomes outdated before it’s even used for account planning, making it inefficient. That’s because traditional account planning typically relies on outdated internal data and lagging public sources. When scaled across hundreds of accounts, the result is a major drain on time, resources, and sales productivity. Modern [Agentic AI](https://draup.com/sales/solutions/account-planning-for-abm)-powered account planning helps enterprise sales teams eliminate these hidden costs. It delivers real-time data on key initiatives, tech stack, workforce trends, organizational structure, and stakeholders. By automating research and surfacing insights instantly, it cuts planning time and costs dramatically. As a result, enterprise teams gain back valuable time to focus on strategy, engagement, and revenue generation, without losing depth or quality. **Example:** Consider a US-based B2B SaaS company, Acme Inc., with a 150-person [enterprise sales](https://draup.com/sales/blog/what-is-account-planning-and-how-it-empower-your-sales-efforts) team. Each year, the team builds around 1,800 account plans—one for every strategic and expansion opportunity. Under the traditional model, reps spend an average of 20 hours per plan manually researching company updates, mapping stakeholders, and digging through outdated internal notes. That’s 36,000 hours annually, the equivalent of 18 full-time employees, at an average cost of $5.4 million. This doesn’t account for the additional time spent by supporting teams, such as sales engineers, marketers, and customer success managers, who often contribute to account planning efforts. When those roles are factored in, total costs easily climb above $10 million per year. Now, imagine switching to an Agentic AI-powered [account planning platform](https://draup.com/sales/blog/enterprise-sales-account-planning-with-ai-powered-sales-intelligence-platforms). Automated insights on company initiatives, tech stack, hiring trends, and decision-makers reduce research time to just 5 hours per plan. Annual account planning hours drop to 9,000, and costs fall to $1.35 million. That’s over $4 million in reclaimed budget, plus a significantly faster path to execution. This isn’t just efficiency, it’s about reallocating time and resources toward what drives revenue: better engagement, smarter strategies, and faster deals. ### Shortening Sales Rep Ramp-Up Time Getting new sales reps up to speed is one of the biggest levers for improving sales productivity. Agentic AI-powered account planning eliminates the need for time-consuming manual research, cutting ramp-up time from [4-5 months](https://federicopresicci.com/blog/sales-training/sales-training-statistics/) to just weeks. The result? Reps spend less time gathering data and more time selling. Instead of stitching together information from outdated sources, reps get instant access to real-time [Agentic AI-driven insights](https://draup.com/sales/blog/sales-intelligence-for-handling-enterprise-sales-and-large-accounts), like a target account’s workforce structure, tech stack, key decision-makers, and current business initiatives. That means they can identify the right stakeholders and personalize outreach from day one. **Example:** Bright Sky, a mid-sized travel tech provider, started the year by hiring 30 new enterprise sales reps to support its global expansion. In a traditional onboarding process, each new hire would spend roughly 80 hours—about two full work weeks—researching target accounts, mapping stakeholders, and building account plans from scratch. With [Agentic AI-powered account planning](https://draup.com/sales/solutions/account-planning-for-abm) in place, Bright Sky slashed that ramp-up time to just 24 hours per rep. The platform delivered instant visibility into each target account’s organizational structure, digital infrastructure, active business initiatives, and likely decision-makers, cutting out the need for manual data gathering and outdated slide decks equaling: - 56 hours reclaimed per rep - $8,400 in cost savings per rep (at $150/hour blended rate) - $252,000 total onboarding cost savings across 30 reps - With each rep managing a $1M annual quota (~$500/hour revenue value), that’s $28,000 in accelerated revenue per rep - $840,000 in total accelerated revenue potential By equipping reps with real-time, account-specific Agentic AI-driven insights from day one, Bright Sky didn’t just improve ramp-up speed—it created a launchpad for early wins and faster pipeline generation. ### Outreach Quality: Moving from Volume to Precision Even with well-built plans, many account planning teams still fall into the trap of high-volume, low-context outreach—blasting generic messages and hoping something sticks. While this may generate activity, it often results in low response rates, wasted time, and missed opportunities. In contrast, [companies can get up to 50% better customer re-engagement](https://www.poweredbysearch.com/learn/b2b-abm-statistics/) by using personalized messaging, highlighting the value of context-rich, targeted communication over sheer volume. By layering in Agentic AI-powered [third-party market data](https://draup.com/sales/blog/maximizing-account-planning-efficiency-with-ai-powered-deep-market-data)—like hiring signals, digital tech stack, and financial KPIs—sales teams can identify high-intent decision-makers and tailor their messaging to address real-time business needs. This shift from mass communication to targeted precision drives stronger engagement, faster pipeline progression, and better ROI on rep time. **Example:** Globex Logistics, a global supply chain technology provider, used Agentic AI to surface a major opportunity. Its target account, NexPort Freight, is undergoing a large-scale warehouse automation initiative. Using [AI-powered insights](https://draup.com/sales/blog/ai-powered-sales-intelligence-for-faster-account-level-engagement), the account planning team surfaced real-time signals, including: - Active hiring for automation engineers and IT systems architects - Recent leadership changes, including a new VP of Global Operations and Head of Smart Infrastructure, both based in Boston - A concentrated cluster of over 30 digital transformation leaders in the region Instead of sending out generic outreach, the team used these Agentic [AI-driven signals](https://draup.com/sales/blog/craft-resonating-sales-stories-with-ai-driven-account-insights) to personalize engagement. They crafted a tailored sequence for the VP of Global Operations, including relevant case studies on their successful automation rollouts in logistics. At the same time, marketing planned an exclusive roundtable in Boston for operations and IT leaders, positioning Globex as a thought partner in next-gen warehouse innovation. By replacing volume with precision, Globex improved response rates and built credibility with the right stakeholders, turning outreach into strategic engagement that accelerates deal velocity. With Agentic AI-driven account planning, [enterprise sales](https://draup.com/sales/blog/enterprise-sales-account-planning-with-ai-powered-sales-intelligence-platforms) teams no longer waste valuable time piecing together outdated or incomplete information. Instead, they ramp up faster, engage smarter, and start contributing to the pipeline and revenue in a matter of days, not weeks. ### Related Articles [![AI-Powered Personalization for ABM ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685a68958f27ac039c771e8a_The-Evolution-of-Enterprise-Sales-From-Rolodexes-to-AI-Powered-Personalization-for-ABM-1.avif)\\ \\ **The Evolution of Enterprise Sales: AI-Powered Personalization for ABM** \\ \\ Explore AI-Powered Personalization for ABM and how it transforms precision-driven enterprise sales strategies.\\ \\ May 28, 2025](https://draup.com/sales/blog/the-evolution-of-enterprise-sales-ai-powered-personalization-for-abm) [![Account planning](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68594774375af49da677afe7_Unlocking-Trapped-Value-How-Better-Account-Planning-Saves-Millions.avif)\\ \\ **Unlocking Trapped Value: How Better Account Planning Saves Millions** \\ \\ Unlock hidden value with AI-powered account planning: cut costs, reduce ramp time, and improve outreach precision for enterprise sales teams.\\ \\ May 5, 2025](https://draup.com/sales/blog/unlocking-trapped-value-how-better-account-planning-saves-millions) Subscribe to the newsletter Get the latest talent experience insights delivered to your inbox. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) We use cookies to run this site and improve your experience. **Accept** allows all cookies, **Reject** keeps only essential ones. See our [Privacy Policy](https://draup.com/privacy-policy) and [Cookie Policy](https://draup.com/cookie-policy) for details. [Preferences](https://draup.com/sales/blog/unlocking-trapped-value-how-better-account-planning-saves-millions#) [Reject](https://draup.com/sales/blog/unlocking-trapped-value-how-better-account-planning-saves-millions#) [Accept](https://draup.com/sales/blog/unlocking-trapped-value-how-better-account-planning-saves-millions#) Manage Consent Preferences by Category Essentials **Always active** Necessary for the site to function. Always On. Marketing Used for targeted advertising. 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Something went wrong while submitting the form. ## AI Talent Acquisition [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ## Fast-Track Global Strategic AI Talent Acquisition and Recruitment with AI ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6839718b7d989e2c31fe8e97_Size%3DSmall%2C%20Color%3DRegular%20(1).svg) Team Draup 6 min read June 20, 2024 Share Manual analysis in talent acquisition (TA) workflows is resource- and time-intensive. Leverage AI into your recruiting workflows to streamline your [global talent acquisition strategy](https://draup.com/talent/blog/new-age-talent-acquisition-kpis-for-2025-metrics-for-modern-challenges/) and fast-track recruitment. The benefits of AI talent acquisition are: - Faster Talent acquisition - Reduced talent costs - 3X larger talent pool Navigating today’s strategic AI talent acquisition and recruitment landscape requires recognizing the transformative impact of AI. If you have a global team, AI-powered analysis and insights from the global labor market data can help your AI talent acquisition and recruitment team take data-backed, informed decisions. AI streamlines your search by suggesting talent matches based on skills and expertise. **60% of global enterprises are already banking on AI talent acquisition insights to enhance their recruitment teams’ efficiency and improve decision-making**. **60% of the global enterprises are allocating a special budget for AI-powered recruiting software**. When hiring in distributed locations, enterprises are leveraging AI-powered talent location analysis to – spot talent trends in different locations and learn about the location’s talent and skill availability. # **Role of AI Talent Acquisition and Recruitment** AI Talent acquisition is a strategy to attract specialized talent. 1. It is a **strategic approach** that anticipates future staffing requirements based on business needs. 2. The focus is on the **hard-to-fill positions**. 3. It requires interdepartmental insights into the required skills and experience. AI Talent acquisition and recruitment play a role in an organization’s talent acquisition cycle. 1. It is a **tactical approach** that fills immediate requirements. 2. The focus is on **volume hiring** for entry-level roles. 3. Recruiters deploy ready recruiting plans to hire **when needed**. AI enables stakeholders to quickly match quality candidates and take [data-driven AI talent acquisition](https://draup.com/) and recruitment decisions. **96% of HR leaders believe AI talent acquisition will greatly enhance recruitment**. Global AI talent acquisition teams have recognized the value of AI, where machine learning models can shortlist, ideal candidates based on skills. ![Achievements of Recruitment in AI](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6859450a07d91bfe719e7a5e_Key-Achievements-of-AI-in-Recruitment-.webp) Let us look at what it can achieve: 1. **Candidate matching** Traditional recruitment relies on matching resumes with job descriptions but can overlook candidates’ potential due to keyword mismatches. AI can show profiles instantly. It can analyse key responsibility areas and exact workloads, and their job experience profile to give insights into career trajectory, skills adjacencies, interest areas, and pay structures. Case in point, when looking for a **Project Manager**, AI finds profiles, examines their progress through roles, evaluates their skills expansion and shows a list like how it is shown in the image, for alignment of their interests/aspirations with company objectives and culture. ![Candidate matching](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6859450a07d91bfe719e7a52_Platform.webp) **2\. Talent insights** AI talent acquisition enhances recruitment teams’ capability to gain deep insights into the talent pool. Companies can identify emerging skills and analyze the supply/demand dynamics of the market. **Paypal used the AI Talent acquisition platform to broaden their understanding of skills and interpret the data for better AI talent acquisition and recruitment**. Also, AI talent acquisition platforms can conduct compensation benchmarking and provide real-time compensation insight. **Use case: Financial analyst** AI Talent Intelligence analyzes the financial analyst position, factors in the geographical distribution of talent, pay structure trends, and adjusts offers as per location and experience level to stay competitive. 3. **Peer benchmarking** AI talent acquisition compares recruitment trends with peers to determine the quality, speed, efficiency, and effectiveness of their AI talent acquisition and recruitment initiatives. The insight helps teams to implement best practices throughout the organization, including refining their AI talent acquisition and recruitment criteria accordingly to achieve the following: 1. Attract skilled talent. 2. Formulate pay equity and transparency. 3. Adhere to budgets and reduce costs. Also, with insights into metrics like time-to-fill, cost-per-hire, quality, and diversity, AI talent acquisition and recruitment teams can determine their budget per role and make a better offer to the candidate that’s consistent with market value. 4. **Global talent location analysis** [AI Talent Intelligence](https://draup.com/talent/blogs/discover-the-future-of-enterprise-talent-strategy-with-ai-talent-intelligence-platforms) can analyze data to identify where the best talent pools are located for specific skills. Location analysis counts the following metrics - **Talent supply and demand** - The total supply of talent in the market including the number of available talents with the job titles, skills, and salary range. - Indicates the in-demand job role for a given market. For example, software developers in Atlanta, it indicates demand is high for that talent in that market. - Competition measures the aggressiveness of competitors recruiting talent for the same role. - As diversity and hiring is important, it makes sense for companies to look at markets that are already hiring a diverse talent pool. - **Education pipeline** - Large companies have their presence in cities with many colleges and universities. - Determine if a particular city consistently attracts or supplies skilled talent, another major recruitment advantage. - **Culture and quality of life** - Which markets offer employees to commute quickly and safely. A short commute is often a big draw for top-tier talent. - Cities with drawing power due to a robust business and startup ecosystem draws employers. The [AI-driven talent insights](https://draup.com/talent/blog/enhancing-talent-acquisition-with-ai-detailed-cost-insights-for-onboarding-target-talent/) support the organization’s decision to open new offices in locations with a high concentration of the desired skills that will align with the projects. #### **Examples of using AI talent acquisition and recruitment** 1. AI-based analysis has found that the top cities for AI/ML skills include Bengaluru, Delhi, Hyderabad, and Delhi. While top employers included Accenture, IBM, Microsoft, TCS, and Amazon, who can choose from a talent pool of 110,000 across India. 2. In another analysis, USA has more than 69,000 Switch Technicians, with 40% concentrated in New York, Los Angeles area, and Greater Chicago. Top employers include AT&T, Verizon, Tesla, among others. #### **How to build a solution to impact AI talent acquisition and recruitment** Let us look at how to create AI talent acquisition and recruitment platform to improve recruitment effectively 1. **Identify the right use cases** - Determine the right approach to derive insight from the data – AI, an algorithm, or manual - Identify the use cases to apply AI and yield the insights. For instance, Use AI to identify promising talent instantly which would otherwise take time if done manually. 2. **Data acquisition and model selection** - Select the right data and AI models which aligns with requirements such as candidate matching or skill gap analysis. - Ensure data is relevant and high-quality so AI models give error-free insights. 3. **Training and testing** - Rigorously train and test the AI models with AI experts and SMEs, analyze real-world data until it reaches the desired accuracy and effectiveness. 4. **Integration and feedback** - Integrate AI talent acquisition and recruitment workflows - Take continuous feedback to iterate and enhance user-experience, impacting recruitment workflows and RoI. > “The most practical method for global enterprises across industries is to utilize AI talent acquisition platforms.” #### **Measure success of AI in talent acquisition and recruitment** **67% of recruiters believe that AI talent acquisition has improved the recruitment process**. Organizations must evaluate a range of factors that represent operational, user-centric, technical, and financial outcomes to determine the effectiveness of AI talent acquisition deployments in recruiting, which include: 1. **Operational improvements** Reduction in manual effort, time-to-hire, hire quality, and recruitment process efficiency are important indicators to evaluate AI’s efficacy. Analyze workload improvements by examining the hours HR staff spends on manual tasks like screening resumes. 2. **User experience and problem solving** Next, assess how AI has improved the recruitment process – improvement of communication and the application process. Conduct an organization-wide survey to learn about user impressions of the AI-enhanced process. Measure satisfaction levels and report advancements in handling recruitment-related challenges. 3. **Technical performance** The performance metrics for AI include accuracy, precision, and the system’s capacity to scale as required. These metrics helps comprehend how well AI is accomplishing the tasks for which it was designed. 4. **Financial impact** The computation of RoI is a measure of revenue gains associated with employing skilled talent quickly and the cost effectively. - Examine the changes in recruitment costs, including recruitment spending and advertising expense. - Evaluate contributions of new talent to sales or other revenue-generating activities. **Typical challenges to developing AI talent acquisition and recruitment platform in-house** ![AI talent acquisition platform](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6859450a07d91bfe719e7a5a_Fast-Track-Strategic-Talent-Acquisition-Recruitment-Through-AI.webp) While the benefits of customized AI solutions are significant, there are some key challenges: 1. **Talent shortages** As demand for AI talent exceeds the supply, organizations cannot find and retain skilled AI talent. As competition for skilled AI talent increases, compensation levels also increase, driving up costs and delaying the development of in-house AI talent acquisition and recruitment platform. 2. **Development time and costs** Developing an AI Talent Intelligence platform is complex and resource intensive. Delays will affect the organization’s ability to adapt to changes, resulting in the loss of competitive edge. 3. **Data requirements** Organizations need high-quality data for their AI, which is relevant, well-annotated, and reflective of the market. AI models may fail to accurately match candidates or predict hiring needs, potentially leading to poor hiring decisions and efficiency. 4. **Integration complexity** **38% of organizations report understanding the efficacy of AI tools and struggling with systems integration**. Integrating AI Talent Intelligence with existing systems requires infrastructure changes but may cause downtimes and internal resistance, driving cost. > **_For most organizations without extensive AI capabilities, leveraging an established AI Talent Acquisition platform offers a reliable and cost-effective approach to improve their talent acquisition and recruitment efficiency_**. AI-based Talent Intelligence offers the following benefits: 1. Automate manual tasks to analyze the talent pool instantly. 2. Match candidates for job roles based on skills, experience, and cultural fit. 3. Improve time-to-hire and quality of hire. 4. Eliminate bias when AI models look for matches based on ethnicity and location. ### Related Articles [![Hiring Trends](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6867675e2a75a8aa27737fbb_3-Emerging-Hiring-Trends-to-Implement-in-2022-.avif)\\ \\ **3 Emerging Talent Acquisition Strategies to Implement in 2025** \\ \\ With the hiring market becoming increasingly competitive, Talent Acquisition Strategies bear the brunt of operating faster and smarter.\\ \\ July 23, 2025](https://draup.com/talent/blogs/3-emerging-talent-acquisition-strategies-to-implement-in-2025) [![Model Context Protocol](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68762d5079c00796695aae8e_TECH-BLOG2%205.avif)\\ \\ **Draup Data Now Available via the Model Context Protocol (MCP)** \\ \\ Access Draup’s intelligence via MCP to power LLMs with real-time data—enabling richer prompts, faster RAG, and easier AI integration.\\ \\ July 15, 2025](https://draup.com/talent/blogs/draup-data-now-available-via-the-model-context-protocol-mcp) Subscribe to the newsletter Get the latest talent experience insights delivered to your inbox. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. 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Something went wrong while submitting the form. ## Skills Gap Analysis Framework [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ## A 5-Point Framework for Enterprise Skills Gap Analysis ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6839718b7d989e2c31fe8e97_Size%3DSmall%2C%20Color%3DRegular%20(1).svg) Team Draup 3 min read January 31, 2025 Share Traditional role-based hiring—focused on job titles and qualifications—no longer meets the rapidly changing demands of modern business. For example, hiring a “Software Engineer” based on titles, often misses critical workload-specific skills, such as architecting scalable cloud solutions or implementing DevOps practices. The world is moving to a [**skills-first approach**](https://draup.com/talent/blogs/embracing-a-skills-first-strategy-for-future-ready-workforces), and skills gap analysis is the cornerstone of this transition. Here’s why: 1. **Rapid Technological Change** – Traditional roles can’t keep up with evolving tech demands. 2. **Dynamic Business Needs** – Companies need adaptable talent, not rigid job titles. 3. **Talent Shortages** – A skills-focused approach helps tap into diverse, untapped talent pools. But this shift is challenging due to outdated hiring models, lack of skills gap analysis, misaligned training, cultural resistance, and insufficient tools for tracking and assessing skills. To bridge the skills gap, enterprises need a strategic shift. Start by conducting a skills gap analysis to analyze workforce capabilities and identify gaps. Benchmark roles against market trends to stay competitive. Prioritize skills over resumes for precise hiring. Invest in reskilling to reduce costs and unlock internal potential. Continuously update skills inventories to stay ahead of industry shifts. A skills-first approach—focused on upskilling, accurate assessments, and aligning skills with outcomes—can bridge these gaps. A proactive skills gap analysis is the foundation of this approach. By prioritizing skills over roles, businesses can reduce inefficiencies, unlock internal potential, and future-proof their workforce for digital transformation. # **No Time to Waste—Leverage Multi-dimensional Labor Market Insights for Skills Gap Analysis** Your organization is advancing into the future with a cutting-edge 5G solution set to drive significant business growth. As HR leaders, this is your opportunity to play a pivotal role in driving this business initiative by leveraging skills gap analysis and adopting a skills-first hiring approach. By aligning talent strategies with this business-critical workload, you can ensure that the team is equipped with the exact required skills. Here’s how skills gap analysis can help you build a cutting-edge team equipped with the niche skills to drive your workloads: ### **Step 1: Implement Thorough Skills Gap Analysis and Skills Mapping** Begin by conducting a skills gap analysis to assess the skills required to drive your 5G initiative and compare them against the existing capabilities of your workforce. Use advanced [skills mapping](https://draup.com/talent/ceo-newsletter/mapping-skills-data-assets-a-framework-for-hr-systems-draup) to identify transferable and adjacent skills, enabling cost-effective reskilling/upskilling strategies. ![Skills Gap Analysis](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685a6a7202472e1e4e92d073_Picture4.avif) _Fig: Skills heatmap to identify transferable and adjacent skills_ Regularly update your skills inventory with real-time insights to remain aligned with industry needs. ### **Step 2: Benchmark Roles with Market Data** Compare your workforce requirements with current market trends and standards. A robust skills gap analysis helps analyze skill clusters utilized by competitors in similar roles to ensure alignment with industry best practices. ![Market Data](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685a6a7202472e1e4e92d066_Picture3.avif) _Fig: Global talent hotspots along with region wise talent size, demand and compensation trends_ Incorporate salary benchmarks and regional talent availability data to focus hiring and development efforts on high-demand roles effectively. ### **Step 3: Adopt a Skills-First Hiring Approach** Shift from traditional resume-based hiring to a skills-first approach that prioritizes candidates’ verified skills over degrees or tenure. A skills gap analysis ensures precision in [talent acquisition](https://draup.com/talent/ceo-newsletter/mapping-skills-data-assets-a-framework-for-hr-systems-draup) and taps into a broader talent pool. ![Skills-First Hiring](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685a6a7202472e1e4e92d06c_Picture2.avif) _Fig: The technical skills that the individual should be proficient in within the selected role_ Use skills assessments to evaluate competencies such as machine learning, data visualization, and network design—key areas for 5G success. This approach ensures precision in talent acquisition and taps into a broader talent pool. ### **Step 4: Reskill and Upskill for Cost Efficiency** Invest in workforce development by reskilling/upskilling employees for high demand 5G roles. Skills mapping and training programs can significantly reduce hiring costs while enhancing employee engagement and retention. If external talent is scarce, leverage the skills mapping chart to identify internal employees whose roles can be [reskilled](https://draup.com/talent/blogs/reskilling-strategies-to-build-competencies-of-the-future) or upskilled to meet the demands of high demand 5G positions. This approach not only fills critical gaps but also maximizes your existing workforce’s potential. ![Reskill and Upskill](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685a6a7202472e1e4e92d063_Picture1.avif) _Fig: Identify transferable skills within your workforce to fill skills gap efficiently_ ### **Step 5: Maintain Dynamic Skills Gap Analysis** Continuously assess workforce capabilities to ensure alignment with the evolving requirements of the 5G landscape. Regular skills audits enable proactive adjustments in talent development strategies, keeping your organization ahead of the curve. #### **Don’t Wait for the Next Wave— Build a Future-Proof Workforce Now!!** The skills gap is not a future problem—it’s a recurring reality. To thrive in this environment, enterprises must take bold, proactive steps: - **Adopt Proactive Workforce Planning**: Use real-time insights to predict skill demands and align hiring strategies to avoid unfilled roles, with 85 million jobs projected to go unfilled globally by 2030. - **Foster Lifelong Learning**: Continuous training drives employee retention and improves profit margins by up to 24%. - **Explore Talent Hotspots**: Tapping into emerging markets like Latin America (set at $340 billion in 2020, is projected to triple by 2025), offers cost-effective solutions and access to robust innovation hubs. By shifting from reactive hiring practices to skill-focused workforce strategies, enterprises can bridge current gaps, build resilient teams, and secure a competitive edge in an ever-changing market. The time to act is now—because the next skills gap waits for no one. [_Draup_](https://draup.com/) _helps companies like Pepsico, Randstad, Vodafone, Paypal, Pfizer, Intuit and many more to understand such trends and plan early – factoring in the futuristic software engineering roles required to drive Gen AI led innovation and growth._ [_Book a demo now!!_](https://draup.com/book-a-demo) ### Related Articles [![Hiring Trends](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6867675e2a75a8aa27737fbb_3-Emerging-Hiring-Trends-to-Implement-in-2022-.avif)\\ \\ **3 Emerging Talent Acquisition Strategies to Implement in 2025** \\ \\ With the hiring market becoming increasingly competitive, Talent Acquisition Strategies bear the brunt of operating faster and smarter.\\ \\ July 23, 2025](https://draup.com/talent/blogs/3-emerging-talent-acquisition-strategies-to-implement-in-2025) [![Model Context Protocol](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68762d5079c00796695aae8e_TECH-BLOG2%205.avif)\\ \\ **Draup Data Now Available via the Model Context Protocol (MCP)** \\ \\ Access Draup’s intelligence via MCP to power LLMs with real-time data—enabling richer prompts, faster RAG, and easier AI integration.\\ \\ July 15, 2025](https://draup.com/talent/blogs/draup-data-now-available-via-the-model-context-protocol-mcp) Subscribe to the newsletter Get the latest talent experience insights delivered to your inbox. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. 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Something went wrong while submitting the form. ## Industry Intelligence Solutions [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # Industry Intelligence for Enterprise Sales Discover emerging trends, use cases, and real-time signals By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Enterprise sales teams lose to mis-timing and mis-fit Without 360° industry context, reps reach out to prospects with misplaced priorities while the pipelines stall and deals are lost.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e746b196e7e7f18c5fd114_Icon%20Chat%20Pink.svg) #### Generic Messaging Outreach misses the buyer’s industry context, making pitches sound disconnected from real business needs. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7476773459f4feba4c921_Icon%20Clock%20Green.svg) #### Time Lost to Research Reps waste hours scanning reports, news, and job boards instead of selling - slowing velocity and momentum. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7476797225fd9764b4123_Icon%20Pin%20Yellow.svg) #### Poor Territory Alignment ABM and territory plans aren’t tied to where demand is forming, diluting pipeline quality and conversion. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e74767b01409aa46a152be_Icon%20Hidden%20Blue.svg) #### Unclear Product Focus Practice and product teams lack visibility into breakout use cases, leading to missed bets on emerging markets. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e745927f9afbd91f221f86_x-icon.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Draup Industry Intelligence is your vertical growth engine​ Aggregate and Standardize millions of market signals to answer decisive questions - What are emerging and future trends in the industry? - What opportunities does this create for my product/service? ​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e74f9b10d71fcd5d256342_Bulb%20green.svg) Spot the digital/AI transformation initiatives trending inside each target industry.​ - What are future trends and industry needs? - Who and what are shaping the ecosystem?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e662340e6179e756d00a83_World.svg) Understand market maps, key drivers, and the companies shaping the space​. - Which are the vertical the needs to be targeted ? - What signals create entry points now and in the future? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68da80048637912748172772_cs-search.svg) Track live updates on new centers, partnerships, M&A, investments etc. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Use Cases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e75adb7f55e41ab765c925_Icon%20target%20pink.svg) #### Vertical ABM & Message-Market Fit Build campaigns on emerging use cases. Arm reps with KPIs and workflows that speak the buyer’s language. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e75adb10d71fcd5d27807e_icon%20Pin%20Green.svg) #### Territory & Portfolio Prioritization Focus on sub-segments where ecosystem drivers and startup momentum indicate budget and urgency.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e75adb98e378c232347c1d_Icon%20Lightning%20yello.svg) #### Deal Origination from Real-Time Industry Signals​ Convert partnerships, renewals, M&A, center setups, exec moves, and hiring/layoff cycles into warm entry points.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e75adb318d24ad290814b3_Icon%20Partner%20Blue.svg) #### Industry-Specific Partner/Alliance Plays​ Identify top employers and startups to co-sell, co-market, or attach services, speeding entry into fast-moving spaces.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e75adb57e19b4cc2d9d928_Icon%20graph%20up%20Purple.svg) #### Practice & Product Strategy For services: align offerings to vertical workflows and KPIs.​ For software: tailor packages and pricing to industry-specific outcomes.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e75adb9d4cc1e1005b84b6_Icon%20Trophy%20Red.svg) #### Competitive Positioning and Whitespace Benchmark your solutions, narratives, and pricing against peers. Identify untapped sub-industries, emerging technologies, and buyer segments. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e752a07774dc0c6d48eb18_bg-graph.svg) ## Every KPI improves, when you sell with context - Sales cycle & slip risk - Research time & cost-to-sell ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7546296e7e7f18c621efc_Arrow-down.svg) - Win rate & ACV​ - Meeting → Opportunity conversion​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e75462c70d3e151c837d17_Arrow-Up.svg) ## Enterprises do extraordinary things with Draup Real stories. Real Success. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Core Capabilities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e75bd941bdeb76b490562b_Icon%20Factory%20Pink.svg) #### Industry Curator Search across 33 verticals, 256 sub-verticals and use cases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e75bd91d22fadf4ee1bcce_Icon%20Partner%20Green.svg) #### Deals See who’s buying what - workloads, partnerships, and verticals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e4d4d83092b59d6b3392d7_Icon%20User%20Star%20Yellow.svg) #### Talent Demand Hiring and role/skill intensity trends as demand proxies.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e75bd98a5c7f35f6b49fd4_Icon%20Leaf%20Blue.svg) #### Ecosystem Visual maps of locations, employers, startups, and partnerships. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e75bd9d6c29432eac25284_Icon%20Time%20Purple.svg) #### Signals Industry events like new investments, partnerships and more. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d61e3b8f57365cd447736e_Icon-Bot-Red.svg) #### Stack IQ Technology adoption across industries for solution-fit selling.​ ## Powered by unparalleled global market data Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667933aa493926f0085975_White%20set%20(14).svg) 700M+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667933aa493926f0085975_White%20set%20(14).svg) 700M+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ## Impactful insights, delivered real-time Access insights via API, custom data feeds, the Draup platform or using MCP [![A image describes API Integration](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5fbb0d313863989f_Talent%20Home%201.png)\\ **APIs & Integrations** \\ \\ Best for\\ \\ Embedding live insights in workflows without storing data\\ \\ - Native integrations with 33+ CRMs, like Salesforce, Hubspot, Microsoft Dynamics CRM, etc.\\ - Real-time access to critical data\\ - Enhanced security and data Integrity\\ - Efficient API performance with flexible limits\\ \\ Learn more](https://draup.com/sales/data/api) [![A image describes Custom Data Feed](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5d70126026a86144_Talent%20Home%202.png)\\ **Custom Data Feed** \\ \\ Best for\\ \\ Analytics at scale & joining Draup with internal data\\ \\ - Highly customizable feeds for workflow needs\\ - Scheduled pushes to data lakes/warehouses (S3, ADLS, BigQuery, SFTP)\\ - Scalable use cases with the data\\ - Integrates with internal data assets for co-pilots/agents\\ \\ Learn more](https://draup.com/sales/market-intelligence-data) [![A image describes Draup AI-SaaS Platform](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743ad17b1f3b9e7b880d_2b96d6882b630cc8f72a05eaff642c8f_Talent%20Home%203.png)\\ **Draup Platform** \\ \\ Best for\\ \\ Fastest time-to-value, \\ \\ no build required\\ \\ - Ready-to-use UI with 200+ productized use cases & workflows\\ - Leverage visualizations & workflows to drive seller action with no overhead\\ - Enterprise controls: SSO, RBAC, governance\\ - Integrates UI & functionality into CRM apps\\ \\ Book a demo](https://draup.com/book-a-demo) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6915b1809e4e6dbbe661e559_mcp-image.png)\\ **Model Context Protocol** \\ \\ Best for\\ \\ Real-time Al workflows & LLM applications\\ \\ - Native integration with Claude, OpenAl, and MCP-compatible Al tools\\ - Zero ETL, models query live data without pipelines or reindexing\\ - Governed access with token-based scopes, Pll masking, and audit trails\\ - Grounded, real-time data prevents LLMs from generating outdated or inaccurate insight\\ \\ Learn more](https://draup.com/sales/data/model-context-protocol) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Frequently Asked Questions ### What is Industry Intelligence? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Industry Intelligence surfaces **emerging use cases, ecosystem drivers, market maps, top startups/employers, and real-time industry events**. ### How is Industry Intelligence different from Account or Buyer Intelligence? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Industry Intelligence tells you _what the market wants next_. Account Intelligence explains _how a specific company is positioned_ (financials, footprint, tech changes, outsourcing). Buyer Intelligence maps _who decides_ (org structure/personas). Together, they form a complete growth picture. ### Where do “emerging use cases” come from and how often are they updated?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Use cases are distilled from cross-industry research, public filings, product launches, partnerships, venture activity, hiring patterns, and credible media/analyst coverage. We continuously refresh them and attach **workflows and KPIs** so sellers can translate a trend into a relevant talk track immediately. ### What real-time signals do you track?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Center setups/expansions, partnerships, contract renewals, M&A, investments, executive movements, hiring slowdowns/layoffs, and other major industry events - each a **deal trigger** for timing outreach. ### Which industries are covered?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We provide deep coverage across **33 industries**, with granularity across 256 sub-segments (e.g., automotive ADAS, financial fraud risk, healthcare virtual care). You can prioritize the verticals most relevant to your GTM. ### Can we tailor use cases to our product/practice areas?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. We align industry use cases to your offerings and surface **talk tracks, proof points, and KPIs** that match your product modules or service lines. ### How do reps actually consume this?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Through **sales-ready vertical briefs** and opportunity views that summarize: the emerging use case, the business problem it solves, example workflows/KPIs, notable companies, and **fresh signals** to open a conversation now. ### Does this integrate with our CRM/ABM stack?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Teams typically push prioritized industries/use cases and signal-based opportunities into their CRM/ABM with standard exports or APIs. Native connectors are available for major CRMs; we’ll align to your process and taxonomy during onboarding.​ ### What KPIs should we expect to influence?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Lead generation, Pipeline coverage & quality, meeting-to-opportunity conversion, **win rate**, **ACV**, **sales cycle time**, expansion/renewal revenue, forecast accuracy, and **cost-to-sell** (less research, more selling). Results vary by motion and adoption. ### How fresh is the data?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Signals and industry events are monitored continuously; use-case libraries and ecosystem drivers are routinely refreshed. You’ll also get **alerts** when material events occur in your target verticals. ### How do you ensure accuracy? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We favor **multi-source corroboration**, structured normalization, and quality checks before insights reach sellers. Each signal ties back to an attributable source for auditability. ### Is this compliant with privacy regulations?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Industry Intelligence relies on **publicly available information** and aggregated data; when combined with Buyer Intelligence, we follow **GDPR-aligned** practices and respect your governance controls. ### Can we get custom dashboards and alerts? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Absolutely. Create saved views by vertical, sub-segment, or theme (e.g., “cost optimization,” “AI enablement”) and subscribe to **real-time alerts** for events that matter to your territory. ### How is Industry Intelligence priced?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Pricing reflects user seats and scope (industries, sub-segments, and alerting). We’ll share a tailored plan based on your sales coverage model.​​ ### How does this compare to generic “intent data”? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Traditional intent often infers interest from web behavior. Industry Intelligence is **strategy-level** \- it tells you _which use cases are breaking out, why, and where budgets are forming_, then pairs that with **timely events** so your outreach lands with context.​​ ### Can you support a pilot or proof of value?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes - we can stand up a focused pilot in your priority verticals and measure impact on early-stage conversion and opportunity creation.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b661c6889daaea9cb148f6_Grid%20Bottom%20Light.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. 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Something went wrong while submitting the form. ## Talent Sourcing Enhancement [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # Scaling talent sourcing and development at Klöckner Pentaplast Explore How Draup Boosts Skills, Locations, and Workforce Planning for the $ 2 Billion Manufacturing Giant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440582100a3a09ce165d_Icon-user.svg) 5,700+ Employee Count ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406b7cd9129596beac3_Icon-doller.svg) $2.2 Bn Revenue ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406c7057d6b23b7f211_Icon-factory.svg) Plastics Manufacturing Industry ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440592f0256f7d6a6e69_Icon-pin.svg) Luxembourg Headquarters ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## About the Company Klöckner Pentaplast (KP) is a global manufacturer of sustainable and recyclable plastic films and high-barrier protective packaging. KP specializes in innovative packaging solutions across industries such as food, pharmaceuticals, healthcare, and durable goods. The support from the Draup team has been second to none. Their comprehensive talent intelligence and strategic insights have been instrumental in our hiring and talent pipelining, enabling us to make informed decisions and strengthen our competitive edge. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e770873ba29e8c4a397bde_TAS.jpeg) Svenja Brandenburg Talent Acquisition Director ## Before Draup ##### 1 ### Suboptimal Talent Sourcing Data Talent acquisition struggled to access comprehensive, actionable data for niche roles across 15+ global locations. ##### 2 ### Insufficient Talent Intelligence Limited insights hindered strategic talent decisions and workforce planning efforts. ## The Core Challenges ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d534e31162e0f92ee667fc_Icon-Puzzle.svg) Securing niche talent in sustainable packaging and protective films. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db5934c0ec2d8d65f8832f_Icon-Globe-Blue.svg) Identifying global locations balancing talent depth, cost, and growth potential. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e65e8c30b8662296d82699_Icon%20Stats%20Green.svg) Benchmarking peer talent strategies to guide hiring, skills, and planning. ## The Solution Factory Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db5d3341843b1e0c029555_send-icon.svg) PROFILE ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e77e5536c4dd54d8220bd4_ProfileCard%20FactoryManager.svg) LOCATION ANALYSIS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db673f4382bb971c6a561a_e7698e0916612e5541b65c9bd418b4ca_Location.svg) TALENT MARKET INSIGHTS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e77e55425a4af493a7ad69_Insight%20FactoryManager.svg) CAREER PATHS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e77eb9c4973c31904f64c6_Path%20FactoryManager.svg) DATA INTEGRATION ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68df574763d2428a226659b1_c6d5b4ae5b4f54bfa47e4cf515e785fa_cs-integrations.svg) TECH STACK ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e77e554c62f7799d759cc1_Stack%20FactoryManager.svg) 01 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68da8004edd9b00e3d241692_cs-user.svg) Talent Mapping Identified niche skill pools in sustainable packaging and protective films. 02 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68652b5badbc0f538f2bb8bd_Location%20pin.svg) Location Strategy Evaluated global locations for talent depth, cost, and availability. 03 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e65bb2e17acaea0685df5f_Icon%20Stats.svg) Peer Benchmarking Benchmarked peer strategies to guide talent sourcing and skills focus. 04 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68da80047fe7359ede8943c8_cs-up.svg) Execution Speed Enabled faster, data-driven workforce planning and decision-making. ## Outcome ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d238d7787b622cdf1c12ff_Box-Icon-Pin.svg) ### Advanced Analytics in Niche Locations Delivered deep talent insights in data-scarce regions, strengthening hiring and location planning. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d5111d7225665a659edae6_Icon-Skill-Red.svg) ### Enhanced Competitive Skills Edge Applied rich skills analytics and peer benchmarks to improve talent supply and market positioning. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e60b72adf4ca75c5438727_Icon%20User%20Group%20Blue.svg) ### Insufficient Talent Intelligence Built a flexible, skills-first framework to meet present goals and future workforce shifts. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Powered by unparalleled global labor & market data ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5700+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. 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Something went wrong while submitting the form. ## AI Account Planning [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ## Maximizing Account Planning Efficiency with AI-Powered Deep Market Data ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6839718b7d989e2c31fe8e97_Size%3DSmall%2C%20Color%3DRegular%20(1).svg) Team Draup 4 min read December 6, 2024 Share Traditional account-based marketing (ABM) often struggles with inefficient workflows and missed opportunities due to a lack of deep market data. Manual research, data compilation, and outdated insights into industry workloads, emerging use cases and shifting priorities wastes valuable time and resources. It causes - **Lost productivity:** Enterprise ABM teams spend their time scouring data on emerging industry workloads and business intentions specific to key accounts. To make matters worse, this data often precludes important context pertaining to the broader market trends. - **Data decay:** B2B databases can experience an accuracy decline of 2% to 5% per month, leading to significant data decay. This translates to an annualized rate of approximately 22.5% **.** 58% of enterprise ABM teams make decisions based on outdated data, leading to misguided strategies and missed opportunities. - **Knowledge gaps:** 63% of ABM representatives engage with accounts without sufficient knowledge about key drivers within their industries or why they are focusing on those initiative These activities diminish the effectiveness of their account-level outreach efforts. Among companies with complete ABM programs, 53% cite data quality issues as a major challenge. Deep, actionable and accurate insights at a market-level are crucial to transform ABM. Access to a comprehensive understanding of target industries, including current trending use cases, key accounts, partnerships, decision-makers, technology utilization, and workloads, allows for targeted, high-impact engagement. This multidimensional approach combines granular sales intelligence, peer insights, and deep understanding of market priorities to enable truly informed go-to-market (GTM) strategies. # Transforming Account Planning with AI-Powered Sales Intelligence and Market Insights Leveraging AI-powered sales intelligence, organizations can gain comprehensive insights into various market factors, enabling them to make informed strategic decisions during the top-of-the-funnel stage. ### **Industry-specific use case intelligence** Sales intelligence platforms leverage access to global multi-dimensional market data to pinpoint the evolving trends and use cases within an industry with high precision. This translates to a direct and tangible advantage in your GTM strategy by giving insights on what target accounts within that industry would be interested in. Sales teams at an IT service provider identify a trend in edge computing for data efficiency in the technology industry. The platform highlights an automotive industry workload around autonomous vehicle navigation systems using edge computing. Signals from public sources reveal how a leading automotive company improved safety and reduced latency by integrating edge computing into its software. These insights enable the sales team to target automotive companies, emphasizing the proven benefits of edge computing for autonomous navigation. This targeted, market-specific knowledge, derived from the platform, empowers the sales team to tailor their messaging and resonate with potential clients in the automotive sector. ### **Identify high-value accounts within target industries that are solution-fit** Beyond industry-level priorities, it’s crucial to identify high-value accounts within these industries that are ready to embrace your solutions. AI-powered sales intelligence evaluates account fit based on firmographic data, technographic signals, and business priorities, ensuring focused outreach efforts. In the fintech sector, an AI-powered [sales intelligence](https://draup.com/sales/blog/unearth-low-hanging-opportunities-in-target-accounts-with-ai-powered-sales-intelligence-platforms) platform identifies rapidly growing digital payment startups by analyzing firmographic data. It examines technographic signals, such as tech stacks and upgrades, to pinpoint companies facing scalability challenges. Additionally, it highlights business priorities like international market expansion. These insights help enterprise sales teams generate a list of high-potential prospects aligned with cloud-based scalability solutions, enabling focused outreach to companies most likely to benefit and invest. ### **C-suite priorities and strategic roadmaps across industries** Understanding the strategic priorities of C-level executives is paramount for aligning your value proposition with their goals. Sales intelligence provides insights into these priorities by analyzing executive communications, public statements, and strategic initiatives. These insights can be extracted by analyzing public statements made by the executives, company filings and more. Data from public statements, filings, and interviews reveals that a retail CTO prioritizes digital transformation to enhance e-commerce and customer experience. By identifying this priority, your ABM team can tailor pitches to showcase how AI-driven analytics optimize online shopping, personalize interactions, and streamline operations. Aligning with the CTO’s strategic goals demonstrates understanding and positions your solution as essential to their digital transformation efforts. Digital transformation and buyer intent tracking Monitoring digital transformation projects and understanding buyer intent within a specific industry are crucial for aligning your offerings with the needs of target accounts. Sales intelligence platforms provide insights into these areas by analyzing technology investments and tracking digital engagement signals. Sales intelligence reveals a manufacturing company heavily investing in IoT for smart factory enhancements. This allows your sales team to propose IoT-integrated solutions aligned with their digital transformation strategy. By analyzing company priorities, technology investments, and industry trends, your team can tailor messaging to address strategic objectives and immediate needs. This alignment positions your offerings as essential to their initiatives, increasing the chances of successful engagement. ### **Industry partnerships and M&A activity** Sales intelligence platforms track industry partnerships and mergers and acquisitions, providing valuable context for sales strategies. For example, if two major cloud computing players merge, combining market and account insights helps identify cross-selling and upselling opportunities. Your ABM team can analyze how the merger impacts product offerings, customer base, and strategic priorities, enabling tailored pitches to address gaps or new needs. Similarly, if a competitor partners with a key provider, real-time market awareness guides messaging to highlight your strengths and solutions. This proactive approach equips your sales team to seize emerging market opportunities effectively. ### **Benefits of AI-driven ABM** Enterprises can realize significant benefits with AI-powered market intelligence: - **Enhanced targeting of high-value accounts:** Focus resources on the most promising prospects that solution-fit. - **Increased relevance of initial outreach:** Tailor messaging to resonate with specific industry needs, buyer intent, and strategic priorities. - **Competitive advantage through early-stage insights:** Understand C-suite priorities, track digital initiatives, and monitor partnership and M&A activities. - **Improved efficiency:** Automate data collection and analysis, reducing the resources for manual research. - **Data-driven decision making:** Make informed strategic decisions based on accurate and up-to-date market insights. - **Proactive strategy development:** Anticipate market changes and adjust account plans proactively to stay ahead of the competition. Draup, a sales intelligence platform equips ABM teams with the insights required to maximize [account planning](https://draup.com/sales/blog/enterprise-sales-account-planning-with-ai-powered-sales-intelligence-platforms) efficiency and effectiveness. Draup worked with large enterprises overcome ABM challenges by enabling them to: 1. Shorten their sales cycles, 2. Increase deal sizes, and 3. Reduce their time-to-impact by 50%. Reach out to [Draup](https://draup.com/sales/solutions/account-planning-for-abm) for a demo! ### Related Articles [![AI-Powered Personalization for ABM ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685a68958f27ac039c771e8a_The-Evolution-of-Enterprise-Sales-From-Rolodexes-to-AI-Powered-Personalization-for-ABM-1.avif)\\ \\ **The Evolution of Enterprise Sales: AI-Powered Personalization for ABM** \\ \\ Explore AI-Powered Personalization for ABM and how it transforms precision-driven enterprise sales strategies.\\ \\ May 28, 2025](https://draup.com/sales/blog/the-evolution-of-enterprise-sales-ai-powered-personalization-for-abm) [![Account planning](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68594774375af49da677afe7_Unlocking-Trapped-Value-How-Better-Account-Planning-Saves-Millions.avif)\\ \\ **Unlocking Trapped Value: How Better Account Planning Saves Millions** \\ \\ Unlock hidden value with AI-powered account planning: cut costs, reduce ramp time, and improve outreach precision for enterprise sales teams.\\ \\ May 5, 2025](https://draup.com/sales/blog/unlocking-trapped-value-how-better-account-planning-saves-millions) Subscribe to the newsletter Get the latest talent experience insights delivered to your inbox. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. 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Something went wrong while submitting the form. ## Empowering Enterprises with AI [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) [Talent Intelligence](https://draup.com/talent) [Sales Intelligence](https://draup.com/sales) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Company ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) [Talent Intelligence](https://draup.com/talent) [Sales Intelligence](https://draup.com/sales) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Company ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) # We Are Disruptors Transforming Enterprise Decision Making ## We Are - Builders - Risk Takers - Problem Solvers - Disruptors ## Transforming - Talent Intelligence - GTM Strategy - Workforce Planning - Account Planning ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68871ee05632001a61ea6f2d_About%20Draup%20Banner.jpg) ## AI that Bridges the Data-Decision Gap At Draup, we drive enterprise growth by operationalizing data intelligence through Agentic AI. We empower Sales and Talent teams with precision insights and AI-augmented workflows that enable them to spot high-impact opportunities, orchestrate strategic initiatives, and execute with confidence. By embedding Agentic AI into core processes, we help organizations shift from reactive decision-making to proactive, insight-led growth. Our breakthrough ideas are helping companies unlock transformational opportunities at every turn ### Draup Empowers 300+ Global Enterprises with AI-Powered Sales and Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68635c15c8787547bb3c5781_Albertsons.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68635c15bbde5c8f6da28a08_Telenor.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68635c158ce3c5f863e43430_BT.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68635c15cbccc5ade28ffe37_randstad.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68635c1547ea74e7d988c92f_nokia.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68635c1548116d7882c0f69b_ericsson.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68635c155b9dbd8c53735f75_epam.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68635c152f933b32aa61318a_vodafone.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68635c151835b124b483cbb5_persistent.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68635c15097c0e149eea254f_intuit.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68635c15bbde5c8f6da28a1d_rockwell-automation.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68635c15a8cf11f37fda6fb6_pfizer.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68635c157d56650ef2a48b94_ci-t.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68635c15205eb6641669d975_%20microsoft.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68635c158a8ca0c298193da0_paypal.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68635c16aa524633fd58464b_shopify.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68635c158f2869d4ce1dd979_moderna.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68635c1560ffe13ae30a1d7f_tata-technologies.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68635c15bb3d6d7e4d25fb7d_lt-tecchnology-service.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68635c15bb3d6d7e4d25fb81_pepsico.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68635c15b7fa3cc397ed7285_accolite.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68635c15bb6213ae8ff916c8_brillio.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68635c1567f9b383c6410ad1_Centific.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68635c15d81aa8bb46615fde_echip.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68635c16c55ec4832e24dd40_emergn.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68635c16c55ec4832e24dd45_encora.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68635c16be1f7aaa1e45fedb_Happiest-mind.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68635c160189f5a24d0a2d5c_Hgs.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68635c1653014596c88eeacb_Kpit.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68635c1592a74ee794740972_Relevantz.webp) ## Listen To Our Stories At Draup, they trust me to take ownership and make things happen. I feel empowered to make decisions confidently and take the lead to achieve results Sanchit Agrawal, Software Development Engineer IV We have a really young team that brings immense energy to the table. We have a flat hierarchy where we promote thought leadership and even the newest members in the team work directly with the customers. Prakhar Neema, Delivery Manager The time that I’ve been a part of Draup has elevated my skills as a data scientist to a level I still cannot believe. The support I receive has helped me find the right resources to upskill myself. Antara Mukherjee, Associate Data Scientist At Draup, they trust me to take ownership and make things happen. I feel empowered to make decisions confidently and take the lead to achieve results Sanchit Agrawal, Software Development Engineer IV We have a really young team that brings immense energy to the table. We have a flat hierarchy where we promote thought leadership and even the newest members in the team work directly with the customers. Prakhar Neema, Delivery Manager The time that I’ve been a part of Draup has elevated my skills as a data scientist to a level I still cannot believe. The support I receive has helped me find the right resources to upskill myself. Antara Mukherjee, Associate Data Scientist At Draup, they trust me to take ownership and make things happen. I feel empowered to make decisions confidently and take the lead to achieve results Sanchit Agrawal, Software Development Engineer IV ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/688315aa301eb638cbf8ba8f_image%206.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/688740e51c551282a33b64ad_2f9a0e7ecf86ffe01305ecd4060f57ab_Image%209.jpg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6887416b6dcbdd5ed9d04594_Image%207.jpg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/688315aa217e5b314f1c4407_e08f3bd2b4ec22504d348fa91950ae68_image%203.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/688315aa44f4ad8c3a0a36e4_293661e650f6c04586be01bb85294525_image%201.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6887416b75111a5735490aae_Image%208.jpg) ## Our Leadership A Culture of Fostering Excellence and Intelligence [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686364e41004b1ed86c40fa2_897ede7326241bc25c89c55742188a76_Vijay%20Swaminathan.webp)**Vijay Swaminathan** \\ \\ Co-Founder & CEO](https://www.linkedin.com/in/vijay-swaminathan-a44101/) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686364e4da1243409c012722_f77a72989970cf7831ad0307eedcd058_Vamsee%20Tirukkala.webp)**Vamsee Tirukkala** \\ \\ Co-Founder & CCO](https://www.linkedin.com/in/vamseet/) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68639809943e5daa2638e8e8_832ca440af20123cf16dd2ec1c7136ed_Amaresh%20Ramaswamy.webp)**Amaresh Ramaswamy** \\ \\ Chief Operating Officer](https://www.linkedin.com/in/amareshr/) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686364e4db434e4f358c55fd_468e38eb74743e5c8f41b815229eb2f9_Kashish%20Jajodia.webp)**Kashish Jajodia** \\ \\ Chief Technology Officer](https://www.linkedin.com/in/kashish-jajodia/) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686364e46f80ef7e83aad762_9484a77734179aa80d9081f1903332bd_Yashodhar%20Jain.webp)**Yashodhar Jain** \\ \\ Chief Product Officer](https://www.linkedin.com/in/yashodharjain/) ## Message from Founders [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6863ab02dc525a00c31a21e8_Video1.webp)](https://draup.com/our-company#)[![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6863ab01fb77667e74f90dc6_Video2.webp)](https://draup.com/our-company#)[![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6863ab014aa60daef132e039_Video3.webp)](https://draup.com/our-company#) ## Work with us Join Draup for a dynamic culture, innovation – driven environment amongst some of the brightest professionals in the SaaS industry.Leverage the growth opportunities, great collaborative atmosphere and Draup’s commitment to empowering your professional journey. [Join Our Team](https://draup.com/job-openings) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6834266fac3d321263126660_Grid%20Pattern.svg) ## Why Draup? More than Just perks and Benefits ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6863570a2f933b32aa5f477a_Dollar.svg) #### Market - competitive compensation We value not just your talent, but your potential too. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6863570a4dc4da7283831bc3_Handshake.svg) #### Equity-first Work culture Fairness and inclusivity for all. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6863570a60ffe13ae30834b4_White%20set%20(4).svg) #### Holistic Health & Wellness Coverage for you and your loved ones. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6863570af600c963f565286f_Star.svg) #### Flexible Time - Off Policy Because your well-being is our priority. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6863570a097c0e149ee84316_White%20set%20(3).svg) #### Hybrid Work Culture The best of both worlds, without any compromises. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6863570ae6d564dfe726ea74_White%20set%20(2).svg) #### Upskilling Assistance We value not just your talent, but your potential too. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a375b096f262a5d4b3_Icon%2017.svg) #### Transparent Career Path Understand and plan your future career pathway. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6863570ae9b46158258507b2_Satalite.svg) #### Employee Clubs Stay active and boost team spirit with our office sports club. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. 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Something went wrong while submitting the form. ## Buyer Intelligence Solutions [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687ddb817a7b076629804f35_bd6bef79ac7db2f1906f7cfd7c593ec8_UseCase1.png) # Buyer Intelligence for Enterprise Sales The who, why, and way in. See the real committee. Score influence. Personalize at scale. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Enterprise Sales Teams have limited visibility into the buying committee Sales doesn’t just need more data, they need contextual buyer intelligence​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e8a2b09dd636a376f5e8e6_Icon%20Hidden%20Pink.svg) #### Limited visibility stalls deals Single-threaded pursuits fail as hidden influencers surface too late. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e8a32e04ee9018c24531e8_Icon%20Message%20Green.svg) #### Outreach lacks context Generic messaging without persona insight fails to resonate or convert.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e8a35fa7b3ad5306de3aed_Icon%20Interchange.svg) #### Constant change kills momentum Role shifts and reorgs disrupt engagement before reps can react.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e8a395de18b1babfd7f0c8_Icon%20Puzzle%20Blue.svg) #### Fragmented research hurts execution Insights live in silos, weakening collaboration and forecast accuracy.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e745927f9afbd91f221f86_x-icon.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Buyer Intelligence is your deal-winning edge Draup unifies millions of executive and account-level signals to help sales teams get exclusive insights ##### 1 #### Map the Buying Center​ Identify key decision-makers and influencers across functions, locations, and levels within each target account.​ ##### 2 #### Deep Insights into Buyers Access verified buyer profiles with role history, decision scope, and enriched by signals on intent, initiatives, and influence.​ ##### 3 #### Real-Time Executive Signals Track leadership moves, org changes, role expansions, executive priorities, and emerging stakeholders with precision. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e3b3b6f3a171c5f267fd3f_104a1db60eff0c8ae827085f2ab08546_animated-line.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b673e0e74cfc8d6ab75b01_bg-steps.svg) DRAUP TECHNOLOGY & COGNITION ENGINE Powered by Deep Insights & Real-Time Signals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e3b05108174d664458a1c7_bottom-animated.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e66233fdd069851a67149e_Search.svg) ### Deep Buyer Insights Access 360° buyer profiles with role history, decision scope, tech adoption, and hiring signals for complete context. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7a8aa71c7802b7b925cc1_Textfield%20drag.svg) ### Real-Time Buyer Signals Track executive moves, org changes, and active initiatives to time outreach with precision. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e6623399266ccf12fd7e1b_Aim.svg) ### Buyer Priorities & Intent Identify what each buyer is focused on - from transformation themes to budgeted projects for perfectly aligned messaging. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Use Cases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e8a55e1b1598e618a42330_Icon%20Globe%20Pink.svg) #### Rapid Multi-Threading Expand beyond a single champion with mapped influencers and adjacent roles.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e8a5a9399d48bdcb8b99f2_Icon%20Star%20Green.svg) #### Executive Access Target senior leadership with talk tracks tied to their stated priorities and events.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e8a5e8fa22351df0f208c0_Icon%20Chat%20Yello.svg) #### Persona-Based Messaging Turn public viewpoints into tailored emails, call openers, and decks that convert. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e8a5e844f677337b4c44c7_Icon%20Arrow%20Up%20Blue.svg) #### Role Expansion Track role changes and new budget owners to protect renewals and grow footprint.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e8a61ac45c4d79d1703c5a_Icon%20Pin%20Purple.svg) #### Influence Mapping & Competitive Insight Identify how incumbents are positioned with key buyers, uncover influence networks, and reveal sentiments. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e8a5e8fa22351df0f208c0_Icon%20Chat%20Yello.svg) #### Collaborative Buyer Intelligence Share mapped stakeholders, insights, and intent signals across teams to coordinate outreach, avoid overlap, and build rapport ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e752a07774dc0c6d48eb18_bg-graph.svg) ## Right buyer. Right moment. Right outcome.​ - Cycle time & late-stage stalls​ - Cost-to-sell (less research time, fewer lost deals)​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7546296e7e7f18c621efc_Arrow-down.svg) - Meeting → Opportunity conversion & win rate​ - ACV, expansion & renewal health​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e75462c70d3e151c837d17_Arrow-Up.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e8a6a19eef27fc6134e9dd_Icon%20User%20Green.svg) See the real committee owners, influencers, and blockers in one view.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e66233a719185c19ddb345_Aim-1.svg) Personalize at scale with influence scores, opportunity index, and event-driven angles.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e8a4d8df68fb8537f4187c_Link.svg) Move faster together using shared lists, tags, and notes synced to CRM.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e8a6ade66ae16b95b518a9_Icon%20Check%20Blue.svg) Stay compliant with GDPR-aligned data and access controls.​ ## Enterprises do extraordinary things with Draup Real stories. Real Success. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ## Powered by unparalleled global market data Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667933aa493926f0085975_White%20set%20(14).svg) 700M+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667933aa493926f0085975_White%20set%20(14).svg) 700M+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ## Impactful insights, delivered real-time Access insights via API, custom data feeds, the Draup platform or using MCP [![A image describes API Integration](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5fbb0d313863989f_Talent%20Home%201.png)\\ **APIs & Integrations** \\ \\ Best for\\ \\ Embedding live insights in workflows without storing data\\ \\ - Native integrations with 33+ CRMs, like Salesforce, Hubspot, Microsoft Dynamics CRM, etc.\\ - Real-time access to critical data\\ - Enhanced security and data Integrity\\ - Efficient API performance with flexible limits\\ \\ Learn more](https://draup.com/sales/data/api) [![A image describes Custom Data Feed](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5d70126026a86144_Talent%20Home%202.png)\\ **Custom Data Feed** \\ \\ Best for\\ \\ Analytics at scale & joining Draup with internal data\\ \\ - Highly customizable feeds for workflow needs\\ - Scheduled pushes to data lakes/warehouses (S3, ADLS, BigQuery, SFTP)\\ - Scalable use cases with the data\\ - Integrates with internal data assets for co-pilots/agents\\ \\ Learn more](https://draup.com/sales/market-intelligence-data) [![A image describes Draup AI-SaaS Platform](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743ad17b1f3b9e7b880d_2b96d6882b630cc8f72a05eaff642c8f_Talent%20Home%203.png)\\ **Draup Platform** \\ \\ Best for\\ \\ Fastest time-to-value, \\ \\ no build required\\ \\ - Ready-to-use UI with 200+ productized use cases & workflows\\ - Leverage visualizations & workflows to drive seller action with no overhead\\ - Enterprise controls: SSO, RBAC, governance\\ - Integrates UI & functionality into CRM apps\\ \\ Book a demo](https://draup.com/book-a-demo) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6915b1809e4e6dbbe661e559_mcp-image.png)\\ **Model Context Protocol** \\ \\ Best for\\ \\ Real-time Al workflows & LLM applications\\ \\ - Native integration with Claude, OpenAl, and MCP-compatible Al tools\\ - Zero ETL, models query live data without pipelines or reindexing\\ - Governed access with token-based scopes, Pll masking, and audit trails\\ - Grounded, real-time data prevents LLMs from generating outdated or inaccurate insight\\ \\ Learn more](https://draup.com/sales/data/model-context-protocol) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Frequently Asked Questions ### What is Buyer Intelligence in plain English? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) The verified map of who actually decides, influences, and blocks—with context to personalize outreach that lands.​ ### How is this different from a contact database or people search tool? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Databases give you names. Buyer Intelligence shows the committee, influence, relationships, and what to say, and alerts as roles and priorities change.​ ### What signals do you use to build the buying committee? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Org & governance structure, senior/mid-level leadership, Deal Size Influence, Opportunity Index, executive movements, events/speaking, and publicly stated viewpoints - all GDPR-aligned. ### How do you score stakeholder influence? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) A weighted model across seniority, budget control, initiative proximity, historical deal roles, public authority, and network centrality, surfaced as influence and opportunity scores. ### Where does the data come from? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Multi-source corroboration from public, partner, and licensed sources (company sites, filings, credible media/analysts, event agendas), normalized and quality-checked. ### How fresh is it? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Continuously monitored with near-real-time alerts for exec moves, org changes, and event signals; committee views update as changes are verified.​ ### Is this GDPR compliant? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. We use publicly available professional information, apply data-minimization, provide auditability, and support data subject rights. No sensitive or private data.​ ### Can we personalize outreach from public viewpoints without crossing lines?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Viewpoints are used to tailor talk tracks, not to infer protected attributes. You control which cues appear in seller workflows.​ ### Will this help with multi-threading? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Absolutely. See access paths, adjacent influencers, and likely blockers; create shared lists, tags, and notes so multiple reps coordinate without overlap.​ ### Does it integrate with our stack? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Native connectors and exports for major CRMs kike Salesforce and sales-engagement/ABM tools. Field mapping aligns to your objects and governance.​ ### How does it work with Account & Industry Intelligence? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Together: Industry = why the market cares, Account = why this company now, Buyer = who decides and how to win. You get timing, fit, and the playbook.​ ### Can we tailor personas and scoring for our motion? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Customize personas, tags, lists, thresholds, and scoring weights by region, segment, or product line. ### What KPIs should move? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Meeting→Opportunity conversion, win rate, sales cycle, ACV, expansion/renewal revenue, account penetration, and cost-to-sell (less research time). ### How fast to value? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Teams typically stand up top-10 account committees and launch executive outreach in week one. ### How do we measure ROI? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Before/after benchmarks on reply rates, first-meeting set rate, meeting→opp conversion, stage velocity, late-stage loss rate, and slipped deals. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b661c6889daaea9cb148f6_Grid%20Bottom%20Light.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. 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Something went wrong while submitting the form. ## Talent Acquisition Solutions [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687ddb817a7b076629804f35_bd6bef79ac7db2f1906f7cfd7c593ec8_UseCase1.png)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e4c5c4ecd4e248221138f1_animated-user-skills.svg) Hire for Proven Skills and Real Experience, Not Just Titles # Talent Acquisition & Recruitment Draup 360 profiles reveal verified capabilities, adjacent skills, mobility signals, and real career trajectories across tech, non-tech, hourly, and salaried talent. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) Loved by Analysts Trailblazer in HR Technology ![The joshbersin Company Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a6729b66cf6a68f660_Joshbersian.svg) ![Gartner Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a69126d3e459f94a00_Gartner.svg) 9 mentions in reports and Hype Cycles​ ## The Problem with Traditional Talent Acquisition It's not the job requirement, It's the signal ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e4d1925e784db5b023f790_Icon%20Doc%20Pink.svg) #### Resume-First Bias Over-reliance on degrees, job titles, and keyword-heavy JDs hides high-potential talent.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e4d192105ebb28d9a99eee_Icon%20Badge%20Green.svg) #### Scattered Signals Data fragmented across HRIS, ATS, job boards, and spreadsheets leads to noise and blind spots.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e4d192a5f9a675710d9a72_Icon%20reset%20time%20yellow.svg) #### Slow & Costly Prolonged cycles, weak signals, and creeping bias drive mis-hires that cost enterprises millions.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Our Approach: Skills + Workloads Model for Hiring Draup models the work behind the role, then finds candidates who can do that work. Input of any **Role** ##### 1 #### Role → Workloads → Tasks We convert job requirements into the real work it takes to succeed ##### 2 #### Tasks → Skills We deconstruct tasks into capabilities specific to workloads, skills, Licenses & Certifications ##### 3 #### Adjacency Engine We expand the search to nearby skills and titles that deliver the same outcomes across functions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e3b3b6f3a171c5f267fd3f_104a1db60eff0c8ae827085f2ab08546_animated-line.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e3b3b6f3a171c5f267fd3f_104a1db60eff0c8ae827085f2ab08546_animated-line.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b673e0e74cfc8d6ab75b01_bg-steps.svg) DRAUP TECHNOLOGY & COGNITION ENGINE ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e3b05108174d664458a1c7_bottom-animated.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685bdedb98e6b0feaa2b6649_Icon%205.svg) ### Powerful Search Pinpoint talent with unmatched precision using Natural Language, complex queries and granular filters ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684f9f363b96909871cb50f0_Icon%202.svg) ### Suggested Companies Target feeders that produce the talent you need-by region and level ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684f9f36f3ffb1954aaad7a3_Icon%201.svg) ### Candidate Suggestions Ranked profiles with the task and skill evidence, level alignment, and location fit ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e502c14037a5023a2102f5_360-person.png) ## Draup 360 **Our Signature Candidate Evaluation Framework​** Each candidate profile is deeply evaluated, verified, and enriched to ensure accuracy, reliability, and actionability for enterprise talent decisions.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e4d2101d0344d1be6858da_Frame%20427319510.svg) #### Consolidated & Cleaned Data​ Profiles unify data from corporate sites, licensed databases, labor boards, and social platforms - de-duplicated and ghost-free. Jobs are broken down to workloads, task and skills for deep analysis​. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d388c0d2f10e1610698692_Icon-Skills-Green.svg) #### Verified Skills & Experience​ Skills and career history are validated against job descriptions, career trajectories, and employer context to remove noise and false claims. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e4d24d5075926ecb98b513_Frame%20427319510%20(1).svg) #### Enriched Digital Footprints​ Patents, academic publications, professional certifications, and project work (including GitHub repos, Kaggle competitions, and open-source contributions) are integrated for a 360° skills view. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e4d28a69563d82a59d0ebe_Frame%20427319510%20(2).svg) #### Contextual Role Intelligence​ Every profile includes location, employer, job title, compensation benchmarks, and career progression patterns, enabling defensible hiring and workforce planning.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d5111dea3d440b3152cda4_Icon-Swap-Navy.svg) #### Predictive Mobility Signals​ Job-change likelihood, career adjacencies, and cross-industry mobility indicators are layered in to guide proactive hiring and retention strategies. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d61e3b8f57365cd447736e_Icon-Bot-Red.svg) #### Explainable & Ethical AI​ Every profile is bias-checked, lineage-traceable, and human-in-the-loop validated. Outputs comply with NIST AI RMF, ISO/IEC 42001, and EU AI Act standards, ensuring transparency in each hiring decision.​ ## Go from Open Role to Shortlist in One Motion Parse the role, find adjacent skills, rank by fit, surface warm companies.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a407e5d6b2911b292c_Icon%2018.svg) #### Suggested skills Don’t stop at “Product Management.” Include Product Lifecycle, Prioritization, Empathy, Product Dev, and adjacent skills that predict success ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e4d300fc8139bd14c4c0b4_Organization%20(2).svg) #### Suggested companies Target feeders that produce the talent you need—by region and level ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6863570a60ffe13ae30834b4_White%20set%20(4).svg) #### Candidate suggestions Ranked profiles with the why—task and skill evidence, level alignment, and location fit ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e4d39d288afa67f9db1b0d_User-group%20Green.svg) #### Diversity at the core Live views across gender, veterans, and racial/ethnic groups to build inclusive shortlists ## Outcomes for HR & TA Leaders​ ##### Draup gives you data-rich, insight-packed account plans your team can act on -immediately. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) 80% Faster time-to-shortlist vs. traditional methods​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) 30% Cost savings with skill-compensation benchmarking​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) 60% Fewer interviews with skills-based hiring​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) +42 Retention with skills-first hiring​ ![Outcomes for HR & TA Leaders​](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e4d3c20f2eb9abaeee978e_9caa830a6e4219a495ff755544f494e5_Outcomes%20for%20HR%20.png) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Use Cases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68be9752eeb3cfcdc1287330_Data%20Sales%20Icon%201.svg) #### Fill niche roles - without unicorn hunts​ - Expand beyond exact‑match keywords using skill adjacencies by leveraging Core Skills, Workloads, and our Adjacency Engine to find talent others miss. - Pull talent from feeder firms where the role is well‑developed. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e4d4d85d514ce9feb27836_Icon%20userGroup%20Green.svg) #### Build diverse, qualified pipeline - Surface qualified talent across underrepresented groups using dedicated Diversity filters (Ethnicity, Gender, Veterans) and a Blind Hiring mode to reduce unconscious bias. - Track progress by role, level, and region. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e4d4d83092b59d6b3392d7_Icon%20User%20Star%20Yellow.svg) #### Improve quality of hire​ - Score fit at the workload level; tie every job requirement to observable tasks and skills required. Benchmark hires against peers, competitors and industry standards​​. - Reduce interview cycles with stronger first slates. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68652ba9fce187d45b919725_95e1364559fefd72dc855d852ebfb4ee_White%20set%20%288%29.svg) #### Speed up TA operations​ - One‑click exports to ATS/CRM; templates for hiring manager intake. - Auto‑refresh talent pools and watchlists, reduce interview cycles with stronger first slates.​ ## The Draup Advantage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e4d557187cc86b87a754c3_Icon%20Filter%20Green.svg) ### Granular Search Zero in on the perfect candidate with 30+ filters across - Capabilities (Core Skills, Workloads) - Experience (Years in Role, Past Companies) - Diversity (Ethnicity, Gender, Veterans) - Accomplishments (Patents, Publications) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e4d557eb761662433b40be_Icon%20Minimize.svg) ### Flexible Querying Search your way, from simple to complex - Natural Language: “Find female data scientists in San Francisco” - Complex Boolean: Build multi-layered queries with AND, OR, NOT - Filter-Specific Search: Target exact fields for ultimate precision - Skills & Adjacency Search: Go beyond titles. Search by core, adjacent, and emerging skills​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6863570a60ffe13ae30834b4_White%20set%20(4).svg) ### Candidate Insights See the whole person, not just the resume - Verified talent profiles enriched with skills, experience, and academic/professional credentials.​ - De-duplicated, ghost-free data enhanced with digital footprints like GitHub repos, publications, and patents.​ - Actionable insights including project history and job-change likelihood for smarter hiring decisions.​ ## Enterprises do extraordinary things with Draup Real stories. Real Success. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ## Powered by unparalleled global labor & market data Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ## Seamless Data Exchange with Draup Intelligence Access insights via API, custom data feeds, the Draup platform or using MCP [![A image describes API Integration](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5fbb0d313863989f_Talent%20Home%201.png)\\ **APIs & Integrations** \\ \\ Best for\\ \\ Embedding live insights in workflows without storing data\\ \\ - Native integrations with 33+ HCM, HRIS, ATS and more, like Workday, SAP Successfactors, etc.\\ - Real-time access to critical data\\ - Enhanced security and data Integrity\\ - Efficient API performance with flexible limits\\ \\ Learn more](https://draup.com/talent/data/api) [![A image describes Custom Data Feed](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5d70126026a86144_Talent%20Home%202.png)\\ **Custom Data Feed** \\ \\ Best for\\ \\ Analytics at scale & joining Draup with internal data\\ \\ - Highly customizable feeds for workflow needs\\ - Scheduled pushes to data lakes/warehouses (S3, ADLS, BigQuery, SFTP)\\ - Scalable use cases with the data\\ - Integrates with internal data assets for co-pilots/agents\\ \\ Learn more](https://draup.com/talent/labor-market-data) [![A image describes Draup AI-SaaS Platform](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743ad17b1f3b9e7b880d_2b96d6882b630cc8f72a05eaff642c8f_Talent%20Home%203.png)\\ **Draup Platform** \\ \\ Best for\\ \\ Fastest time-to-value, \\ \\ no build required\\ \\ - Ready-to-use UI with 200+ productized use cases & workflows\\ - Leverage visualizations & workflows to drive seller action with no overhead\\ - Enterprise controls: SSO, RBAC, governance\\ - Integrates UI & functionality into CRM apps\\ \\ Book a demo](https://draup.com/book-a-demo) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6915b1809e4e6dbbe661e559_mcp-image.png)\\ **Model Context Protocol** \\ \\ Best for\\ \\ Real-time Al workflows & LLM applications\\ \\ - Native integration with Claude, OpenAl, and MCP-compatible Al tools\\ - Zero ETL, models query live data without pipelines or reindexing\\ - Governed access with token-based scopes, Pll masking, and audit trails\\ - Grounded, real-time data prevents LLMs from generating outdated or inaccurate insight\\ \\ Learn more](https://draup.com/talent/data/model-context-protocol) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Our Impact Stories Real companies. Real challenges. Real results. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Transforming workforce strategy and DEI for Intuit](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6927edaab8b6496d1ea97022_intuit.webp)\\ **Transforming workforce strategy and DEI for Intuit** \\ Learn More](https://draup.com/talent/case-studies/how-intuit-scaled-their-workforce-planning-improved-dei-at-the-top-level-with-draup) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Scaling post-acquisition talent strategy for a $7.4B exchange market leader](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/692d411d6b6a7b1019a84b8e_stock%20market.png)\\ **Scaling post-acquisition talent strategy for a $7.4B exchange market leader** \\ Learn More](https://draup.com/talent/case-studies/accelerating-workforce-talent-strategy-with-draup) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Transforming talent planning for a $10.5B Zurich based workforce solutions leader](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68f9fc63ffeb590b7858c44c_Frame%20427319850.svg)\\ **Transforming talent planning for a $10.5B Zurich based workforce solutions leader** \\ Learn More](https://draup.com/talent/case-studies/powering-workforce-planning-with-draup) ## Analyst-Backed. Industry-Validated. [![The Josh Bersin Company](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa5b44f4382e46bf0a34e_64501d371c76964c2ddbff2d5c6e0f3b_joshbersin.webp)\\ **Trailblazer in HR Technology by Josh Bersin Company** \\ \\ Learn More](https://joshbersin.com/trailblazers/) [![Gartner ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa5b4382cf10289091084_658569eed20d0ffdbe5cf9b12769e47e_gartner.webp)\\ **Gartner®, Hype Cycle™ for HR Technologies, 2024, Jeff Freyermuth, 30 July 2024** \\ \\ Learn More](https://www.gartner.com/en/documents/5633091) [![Gartner](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686235279786b18c74860699_c25b8b5ef0bfe86d0396d085e83066fb_Gartner%202.webp)\\ **Gartner®, Hype Cycle™ for Talent Acquisition (Recruiting) Technologies, 2024, Rania Stewart et al., 25 July 2024** \\ \\ Learn More](https://www.gartner.com/doc/reprints?id=1-2I7YPRT0&ct=240729) ## Frequently Asked Questions ### What is skills-based hiring? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) It’s a talent acquisition strategy that evaluates capabilities (technical + human) and evidence (projects, certifications, contributions) instead of degrees or job titles - widening pools and improving match quality. ​ ### How does this improve our talent acquisition strategy? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) By aligning sourcing, matching, and offers to skills supply/demand and geo-compensation signals, giving TA leaders a plan they can defend with CFOs and execute with CHROs. ### Can it help with emerging roles like AI Engineer? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes, Draup provides role blueprints, stack prevalence, university pipelines, and title variants. For Bengaluru + NCR, that’s 4,347 talent, 1,067 postings, and a positive 3-year growth rate. ### What outcomes should we expect? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Faster shortlists (25–50% quicker), higher quality-of-hire, better offer acceptance, and measurable cost efficiency with CFO-ready compensation insights. ### How do you avoid bias? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We center on skills and observable work. Our platform enables **anonymous/blind hiring reviews**, provides dedicated **diversity filters** for proactive sourcing, and logs decisions for audit. ### Can we keep our process? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Export shortlists into your ATS/CRM; keep your approvals and interview flow. ### What data do you need to start? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) The job description, sample top performers, and preferred companies/regions. We enrich from market data. ### How accurate are adjacent‑skill matches? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) They reflect market patterns and peer hiring; you can tune weightings per role. ### How granular can our searches be? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Extremely. You can combine dozens of our 30+ filters - like Core Skills, Years in Current Company, and Location - using complex Boolean logic to create highly specific talent pools that would be impossible to find otherwise.​​ ### Can we find talent based on more than a resume? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Absolutely. Our 360° candidate profiles aggregate data from numerous sources, including **GitHub repositories, publications, patents, and projects.** This allows you to find talent based on proven work and real-world accomplishments, not just job titles ### How does Draup 360 strengthen hiring? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) By consolidating candidate data, merging duplicates, removing ghost profiles, and ensuring every profile contains essential details like location, role, and employer. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b661c6889daaea9cb148f6_Grid%20Bottom%20Light.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. 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Something went wrong while submitting the form. ## Labor Market Insights [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # Labor Market Data for Enterprise HR Teams Meet the workforce intelligence layer for HR and Talent Strategy. Access decision‑ready data across roles, skills, tools,compensation, and mobility. [Book a Demo](https://draup.com/book-a-demo) [Explore Our Taxonomies](https://draup.com/talent/data/taxonomy) GDPR/CCPA Aligned 140+ Countries 240 Languages 33 Industries Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) Loved by Analysts Trailblazer in HR Technology ![The joshbersin Company Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a6729b66cf6a68f660_Joshbersian.svg) ![Gartner Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a69126d3e459f94a00_Gartner.svg) 9 mentions in reports and Hype Cycles​ ## What You Can Do With Draup Data Labor market data is fragmented and noisy. Draup unifies it, so HR leaders can see the market clearly, move faster, and make confident workforce bets. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687de36461c0efc7fbfc5b65_Feature%20Icon%206.svg) #### Workforce Planning - Redesign orgs and role families - Model future skills and capacity needs - Identify internal mobility and reskilling pathways ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687de364fbd315605f38c3dd_Feature%20Icon%205.svg) #### Talent Acquisition - Build skills-based requisitions - Pinpoint talent pools by role/skill/location - Benchmark demand and compensation to win offers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687de3643ff0c58c1c0690d5_Feature%20Icon%204.svg) #### Learning & Development / Reskilling - Align curricula to market skills and tools - Map learning pathways to in-demand roles - Track progress toward role readiness ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687de3642b2de70fbe6b326b_Feature%20Icon%203.svg) #### Total Rewards / Compensation - Benchmark pay by market, role, and skill - Detect compression and premium trends - Advise leadership with defensible data ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Unparalleled global labor market data Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Why Draup Data? From messy labor signals to decision-ready workforce intelligence. ##### 1 #### Machine learning for entity resolution and skill extraction ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b66f5b98a26e889e4e88ab_arrow-right-step.svg) ##### 2 #### Knowledge graphs mapping roles, skills, tools, compensation, and mobility patterns ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b66f5b98a26e889e4e88ab_arrow-right-step.svg) ##### 3 #### In-house research validating accuracy and context ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b673e0e74cfc8d6ab75b01_bg-steps.svg) ###### RAW SOURCES Source 1 Source 2 Source 3 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b6717e5153836c52483b55_arrow-right-step-grey.svg) ML enrichment knowledge graph unified intelligence layer ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b6717e5153836c52483b55_arrow-right-step-grey.svg) ###### DELIVERY API’s Platform Feeds warehouse ## Your Workforce Advantage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b68124ebb12d0af78ed791_icon-globe.svg) ### Broad & deep coverage Connected view of global workforce across roles, skills, tools, companies, compensation, mobility, & learning ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b68124222e952ced4bf85e_icon-trophy.svg) ### Trusted & transparent Every signal meets GDPR/CCPA standards with source lineage and explainability ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b68124d8db3e06496131a6_icon-target.svg) ### Actionable by design Built for workforce planning, talent acquisition, reskilling, and total rewards ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Data Delivery that fits your stack Workforce intelligence that fits your workflow, no compromises [![Real Time APIs ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b575a744af37aa36fd9d06_22e323fa3124b488e8127d9074221afe_Real%20Time%20APIs%20.png)\\ **Real Time APIs** \\ \\ Stream live workforce data into apps, dashboards, or models. Filter by role, skill, location, or industry at enterprise scale.](https://draup.com/talent/labor-market-data#) [![Cloud Native Feeds ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b575a71d90b360966f77c9_2e0a9ffba090f0cdf29110b09d00ca91_Cloud%20Native%20Feeds%20.png)\\ **Cloud Native Feeds** \\ \\ Secure delivery to AWS, Azure, Google Cloud, or SFTP in Parquet, CSV, or JSON, refreshed on your schedule.](https://draup.com/talent/labor-market-data#) [![Warehouse Ready ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b575a7e18a56cb2378afab_Image3.png)\\ **Warehouse Ready** \\ \\ Direct connections to Snowflake, BigQuery, Databricks, and more, no complex ETL required.](https://draup.com/talent/labor-market-data#) [![Plug & Play Integrations](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b575a7e6c313d252f5769c_d1a911f4713c1e5e1d1fe6033d72833d_Plug%20%26%20Play%20Integrations.png)\\ **Plug & Play Integrations** \\ \\ Connect to BI tools, HRIS, ATS, and talent platforms with pre built connectors or custom pipelines.](https://draup.com/talent/labor-market-data#) ## Let’s Talk Data. Your next move depends on it Talk to our experts to see how engineered workforce data can give you clarity, confidence, and competitive advantage. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b65f87486391871efc31fb_bg-mesh.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b65f4a8dacda1efed2254d_right-decor.svg) ## Frequently Asked Questions ### What makes Draup’s taxonomy different? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) It’s purpose‑built for workforce planning, connecting **roles, skills, tools, and learning pathways** with explicit relationships and versioning so changes are trackable over time. ### How often is the data refreshed? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Core labor signals and taxonomies are refreshed in near real‑time; delivery cadences (daily/weekly/monthly) are configurable via APIs and feeds. ### What about data provenance and explainability? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Each dataset includes lineage and documentation to support auditability, model governance, and compliance reviews. ### Do you support compensation benchmarking? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Draup includes 200M+ compensation records with market‑level context for defensible benchmarking. ### Can we trial the data? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Absolutely. [Request a trial here](https://draup.com/book-a-demo), and our team will set it up for you. ### What does implementation look like? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Most teams start with Real‑Time APIs or a direct warehouse connection. We provide schema docs, mapping guides, and onboarding support. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b661c6889daaea9cb148f6_Grid%20Bottom%20Light.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. 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Something went wrong while submitting the form. ## AI-Driven Sales Strategies [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ## Leverage AI to Drive Smarter Sales Strategies and Transform Opportunities into Success Stories ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6839718b7d989e2c31fe8e97_Size%3DSmall%2C%20Color%3DRegular%20(1).svg) Team Draup 5 min read June 20, 2024 Share AI fast-tracks sales strategies by unlocking opportunities and providing insights into buyer intent, engagement patterns, and historical purchase trends. In an information-driven ecosystem, leveraging AI and appropriate data models offers a competitive edge. The benefits include: 1. **Speed and efficiency** in analyzing volumes of data faster and give instant insights compared to a team of analysts who can do the same for month. 2. **Accuracy and precision** in identifying patterns and insights that analysts may overlook with manual research. 3. **Scalability and cost-effectiveness** without a proportional increase in the size of the analysis team, leading to cost savings. **AI leverages the power of machine learning and data analysis** to identify patterns, automate tasks, and provide actionable insights. The insights enable [enterprise sales](https://draup.com/sales/blog/how-to-crack-abm-for-enterprise-sales-a-data-driven-approach) teams to efficiently predict customer behavior and optimize their sales strategies. For enterprise sellers, AI drives – - **50% increase in leads and appointments.** - **‍** **40-60% reduction in cost.** - **60-70% reduction in call times.** - **More bandwidth for sales teams to focus on closing strategic deals**. > The most practical method for global enterprises is incorporating AI into B2B sales workflows. ![AI driven sales workflows](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68594782b5d5d35edc502b1d_Manually-Driven-Vs-AI-Driven-Sales-Workflows-.avif) # **Accelerate Your B2B Sales Workflows and Sales Strategies With AI** **69% of sales professionals agree that in 2024, most enterprises will use AI to make sales strategies easier**. Indeed, AI offers a range of benefits that streamline B2B sales workflows and enhance sales strategies. 1. **Handle prospect queries**: AI-powered chatbots are an advancement in handling prospect queries. They provide instant, accurate responses to common queries and facilitate a smoother knowledge transfer. This [account planning](https://draup.com/sales/blog/enterprise-sales-account-planning-with-ai-powered-sales-intelligence-platforms/) automation enables enterprise sales and marketing teams to optimize their focus and productivity and dedicate their time and efforts to resolving complex sales challenges with informed sales strategies. 2. **Enhance decision-making**: AI equips **Sales and Demand Generation** teams with advanced data-driven insights. They help sales teams forecast trends and consumer behaviors, enabling teams to create informed sales strategies that align with business objectives. 3. **Discover opportunities in target accounts**: AI analyzes buyer intent signals, engagement patterns, and historical data and presents sales teams with opportunities within target accounts by enabling them to recognize patterns. 4. **Minimize enterprise sales cycles**: AI offers innovative methods to significantly reduce enterprise sales cycles and drive growth. AI-based **Sales Intelligence** platforms leverage AI to analyze data to identify potential leads and understand customer needs. The instant insights AI enables sales teams to personalize messaging and engagement with buyers within target accounts, shortening sales cycles, improving conversion rates, and sustaining growth as part of their sales strategies. ### **The role of AI in enterprise growth** We are noticing that AI has become a cornerstone of enterprise sales strategies, significantly impacting both **top-line revenue** and **bottom-line optimization**. 1. **AI boosts top-line revenue**: AI’s personalization capability is at the forefront of enhancing consumer engagement and satisfaction. #### **AI can potentially drive 50% more sales leads and directly influence revenue growth.** Also, AI scans through data and helps sales teams personalize prospect messaging, recommend account-specific solutions, and even foresee future purchases, thereby increasing the likelihood of upsell and cross-sell deals. Also, enterprises remain competitive by utilizing AI to study prospects’ intentions and pitch relevant new features and services, expand their reach, and penetrate new segments. 1. **AI optimizes company bottom-line**: In B2B sales workflows, AI fast-tracks complex data analysis processes and generates deep account-specific insight that empowers sales teams to close deals faster, at scale. **A 30% automation of the sales process positively affects the bottom-line when it takes sales teams away from data analysis and repetitive tasks as part of sales strategies**. AI identifies prospects and customers with immediate needs and spending power. It provides insights into their financial reports including technology budgets, allowing sales teams to prioritize target accounts and allocate resources more effectively. AI aids in reducing cost overruns associated with human error in analysis, thereby bolstering the company’s financial stability and positively affecting bottom-line. ### **Develop AI-powered sales platforms: Understanding the nuances** **35% of sales professionals report AI has automated manual tasks, helping them save about 2 hours and 15 minutes on average**, leaving them with time to close deals or take notes. [AI-powered sales intelligence](https://draup.com/sales/blog/ai-powered-sales-intelligence-for-faster-account-level-engagement/) can help customers meet customer needs, their business goals, and keep up with market dynamics if they evaluate use cases, select the right data, test rigorously, and integrate a working model into the B2B sales workflows. Let us understand how. ![AI Sales workflows ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68594782b5d5d35edc502b20_Steps-to-Harness-AI-into-the-Sales-Workflows-.avif) 1. Explore practical applications and outline crucial use cases. For instance, AI can **forecast and reduce churn** by identifying at-risk clients with insights into their behavior patterns and engagement levels. Also, AI enables sales teams through accurate customer segmentation and content personalization to boost conversion rates. 2. Select **quality data for integrity** and **design appropriate models** that reflect the diversity of the customer base and the complexity of the sales processes. The choice of models must correspond to the specific patterns and predictions required by the business. This is one of the foundational steps. 3. **Train the model** by feeding the model with data and refining it until it is accurate, and test by evaluating the model’s performance in real-world or simulated scenarios. SMEs with knowledge of nuances of the data and business context must test and train the AI model ensuring that the AI models are optimized to produce relevant and accurate insights. 4. AI solutions must **integrate** old and new systems seamlessly without disrupting the existing processes while adding value. Stakeholders must establish a **feedback loop** to gather inputs that will enhance the AI models, adjust to shifting consumer preferences, and satisfy changing business requirements. ### **Assess the effectiveness of AI implementation** After integrating AI into sales strategies, stakeholders must learn how automation has changed the sales strategies. Let us look at important angles from which to measure sales strategies success: 1. **Operational and customer impact**: The impact on team efficiency is a primary measure of AI’s success, especially in streamlining operations, reducing staff workloads, and improving overall productivity. Simultaneously, sales teams must gauge AI’s effect on customer satisfaction levels by monitoring customer service metrics – response times, resolution rates, and feedback. 2. **Customer experience**: It is critical to evaluate AI’s impact on customer experience and happiness with assessment of the improvement of the customer journey and customer pain points solved. Stakeholders must look at indicators like customer engagement levels, net promoter ratings (NPS), and retention rates to determine the improvement in customer experience via AI. 3. **Technical performance**: Stakeholders must examine the precision, speed, and dependability of AI systems to assess the technological efficacy of AI: - Are the forecasts made by AI consistent and accurate? - Is AI causing errors or downtimes in the workflow Evaluating these variables ensures the technical reliability of sales AI for sales strategies. 4. **Financial outcomes**: Finally, RoI is what determines success. The assessment must focus on tangible financial results, such as increased revenue, reduced operation costs, etc. Stakeholders must compare these financial results against the costs of implementing AI, which include technology, training, and maintenance expenditures to learn of its value. > For most enterprises with an extensive AI capability to improve sales strategies, leveraging an AI Sales Intelligence platform offers a reliable and cost-effective way to augment their B2B sales workflows. ### **Optimizing the impact of AI-driven sales strategies – in retrospect** **It is projected that 70% of the B2B buyers in the U.S. will use AI to assist them in their purchasing process by 2028**. This shift tells sales teams how companies are discovering, evaluating, and choosing products and services. Sales teams must leverage AI sales strategies to meet these B2B buyers where they are in their buying journey and meet their needs. The full spectrum of benefits can only be realized through diligent monitoring and refinement of these systems. **For example**, an American management consulting firm found it challenging to gather credible intelligence on accounts, stalling interactions. They also wanted to identify new opportunities and accelerate growth in their larger accounts. The company leveraged the AI-based Sales Intelligence platform Draup to: - Assess pain points of target accounts, and - Identify potential opportunities mapped to target accounts’ digital initiatives. They built a sales pipeline soon and obtained the below results: - Shorter sales cycle, - Increased deal size, and - 50% reduction in time to impact (identification of opportunities By measuring, sales teams can optimize the sales process to drive smarter sales strategies and turn opportunities into successes. [Book a demo now!](https://draup.com/book-a-demo) ### Related Articles [![AI-Powered Personalization for ABM ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685a68958f27ac039c771e8a_The-Evolution-of-Enterprise-Sales-From-Rolodexes-to-AI-Powered-Personalization-for-ABM-1.avif)\\ \\ **The Evolution of Enterprise Sales: AI-Powered Personalization for ABM** \\ \\ Explore AI-Powered Personalization for ABM and how it transforms precision-driven enterprise sales strategies.\\ \\ May 28, 2025](https://draup.com/sales/blog/the-evolution-of-enterprise-sales-ai-powered-personalization-for-abm) [![Account planning](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68594774375af49da677afe7_Unlocking-Trapped-Value-How-Better-Account-Planning-Saves-Millions.avif)\\ \\ **Unlocking Trapped Value: How Better Account Planning Saves Millions** \\ \\ Unlock hidden value with AI-powered account planning: cut costs, reduce ramp time, and improve outreach precision for enterprise sales teams.\\ \\ May 5, 2025](https://draup.com/sales/blog/unlocking-trapped-value-how-better-account-planning-saves-millions) Subscribe to the newsletter Get the latest talent experience insights delivered to your inbox. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. 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Something went wrong while submitting the form. ## AI Skills-Based Hiring [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ## Source Mission-Critical Skills Faster: Go Beyond Job Titles with Skills-First Hiring ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6839718b7d989e2c31fe8e97_Size%3DSmall%2C%20Color%3DRegular%20(1).svg) Team Draup 3 min read December 19, 2024 Share The job landscape is evolving at an unprecedented pace. Over 440 companies cut more than 135,000 traditional tech jobs in 2024 alone. Many roles became redundant due to advancements in AI. Looking ahead, nearly 85% of roles expected in 2030 don’t yet exist. This underscores the need for organizations to rethink their workforce strategies. Traditional hiring frameworks are ill-equipped to meet this challenge. They focus heavily on static job titles and past credentials. They fail to capture the nuanced, future-ready skills needed for today’s rapidly shifting business landscape. **For example**, a “software developer” today may require expertise in artificial intelligence, machine learning, or cloud-native architecture—skills that weren’t relevant a decade ago. Workforce planning teams must have a [**skills-first hiring**](https://draup.com/talent/blog/embracing-a-skills-first-strategy-for-future-ready-workforces/) — a workforce planning policy that prioritizes niche in-demand skills over static and outdated job titles that **traditional hiring frameworks** practice. # **Why Traditional Role-Based Hiring Falls Short in a Skills-First Hiring Era** Traditional hiring frameworks focuses on static job titles and past credentials. They fail to address the dynamic nature of today’s workforce needs. **For instance**, while a “software developer” title remains constant, the role now demands expertise in AI, machine learning, and cloud architecture – skills that weren’t relevant a decade ago. The three key limitations of traditional hiring include: - Reactive decision-making due to limited market insights - Time-consuming manual talent sourcing processes - Overemphasis on experience rather than future-ready skills - These challenges underscore the importance of transitioning to a **skills-first hiring approach**. ### **Enable skills-first hiring with AI-powered talent intelligence** Skills-first hiring shifts the focus from credentials to skills, and ensures a better alignment between workforce capabilities and business needs, enabling agility in an ever-evolving job market. #### **Benefits of skills-first hiring** - **Adaptability to market changes –** Organizations can pivot quickly by identifying and deploying talent with in-demand skills. - **Increased diversity and inclusion –** Skills-first hiring opens opportunities for candidates from varied backgrounds, including those with unconventional career paths. - **Reduced turnover rates –** By aligning roles with the right skills, employees are more likely to thrive, reducing costly mis-hires. - **Accelerated talent acquisition workflows** – It expands the talent pool and matches candidates more precisely to job requirements quickly and more efficiently. Talent intelligence platforms are at the heart of this transformation. They leverage AI applied on multi-dimensional labor market data to enable faster, data-driven decision-making. This enabled workforce planning teams to quickly acquire and build a future-ready workforce – helping them to deploy skilled talent into mission-critical workloads faster. ### **How does talent intelligence enable skills-first hiring?** #### **Multidimensional global market datasets** AI-based talent intelligence platforms can access and analyze **multidimensional global market datasets** that comprises industry trends, workforce demographics, and technographics data. The insights from this data enable workforce planning teams to understand the skills landscape, empowering them to identify both current and emerging skills in demand. **For example**, AI analyzes millions of data points to detect patterns, such as which skills are growing in popularity in specific sectors or geographies. These insights allow companies to target the right talent pools for niche requirements. #### **Skills taxonomy and analytics** A critical enabler of skills-first hiring is a [skills taxonomy](https://draup.com/talent/blog/transform-your-workforce-with-ai-powered-skills-based-hiring/), a structured system that categorizes skills across industries and job functions. AI leverages this skills taxonomy to create detailed skill profiles for candidates, going beyond traditional keywords to assess actual competencies. Workforce planning teams can evaluate workforce gaps and prioritize upskilling initiatives. **For example**, a retail business pivoting to e-commerce can identify its workforce’s proficiency in digital marketing and supply chain management, pinpointing where to hire or train talent. #### **Better talent decisions through updated, global labor market insights** Making informed workforce decisions requires access to comprehensive, real-time labor market data. Modern AI-powered [talent intelligence](https://draup.com/talent/blog/ai-powered-talent-intelligence-platforms-to-save-talent-acquisition-costs/) platforms transform how organizations approach workforce planning by providing granular insights into global talent pools, compensation trends, and skill availability. These platforms analyze millions of data points across job markets, providing vital intelligence on: - Emerging skill clusters and their geographic concentrations - Salary benchmarks adjusted for location and experience - Career progression patterns for specific roles - Location-specific talent density and competition metrics - Educational institution output and qualification trends **For example**, when sourcing cloud engineers, organizations can instantly identify that Singapore has a growing concentration of professionals with Kubernetes expertise, while Eastern Europe shows strong talent pools for AWS architecture. Such location-specific insights enable targeted recruiting strategies and inform decisions about remote work policies or new office locations. The continuous data updates also reveal emerging trends – like which regions are developing new specialized talent pools or experiencing significant shifts in compensation expectations. This allows organizations to stay ahead of market changes and adjust their workforce strategies proactively rather than reactively. ### **Leverage skills-first hiring with Draup** Talent intelligence platforms like **Draup** make the transition to skills-first hiring easier by empowering organizations to source, develop, and deploy skilled talent efficiently. #### **How Draup’s Talent Intelligence enables skills-first hiring** Draup leverages multidimensional global market datasets to generate actionable insights, helping workforce planning teams: - Identify current and emerging skill demands. - Build a future-ready workforce aligned with business goals. - Reduce mis-hiring while fostering diversity and inclusion. Ready to future-proof your workforce? [**Learn how Draup can help your workforce transform by enabling skills-first hiring**](https://draup.com/talent/solutions/predictive-skills-architecture). ### Related Articles [![Hiring Trends](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6867675e2a75a8aa27737fbb_3-Emerging-Hiring-Trends-to-Implement-in-2022-.avif)\\ \\ **3 Emerging Talent Acquisition Strategies to Implement in 2025** \\ \\ With the hiring market becoming increasingly competitive, Talent Acquisition Strategies bear the brunt of operating faster and smarter.\\ \\ July 23, 2025](https://draup.com/talent/blogs/3-emerging-talent-acquisition-strategies-to-implement-in-2025) [![Model Context Protocol](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68762d5079c00796695aae8e_TECH-BLOG2%205.avif)\\ \\ **Draup Data Now Available via the Model Context Protocol (MCP)** \\ \\ Access Draup’s intelligence via MCP to power LLMs with real-time data—enabling richer prompts, faster RAG, and easier AI integration.\\ \\ July 15, 2025](https://draup.com/talent/blogs/draup-data-now-available-via-the-model-context-protocol-mcp) Subscribe to the newsletter Get the latest talent experience insights delivered to your inbox. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. 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Something went wrong while submitting the form. ## Intuit's Workforce Transformation [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # Transforming workforce strategy and DEI for Intuit Explore How Draup Strengthened Talent Planning and Diversity Efforts for the $18B Enterprise Software Leader ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440582100a3a09ce165d_Icon-user.svg) 18,200+ Employee Count ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406b7cd9129596beac3_Icon-doller.svg) $18.8 Bn Revenue ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406c7057d6b23b7f211_Icon-factory.svg) Financial Technology Industry ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440592f0256f7d6a6e69_Icon-pin.svg) Mountain View, U.S. Headquarters ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## About the Company Intuit provides business and financial management solutions for SMBs, financial institutions, consumers, and accounting professionals. With over 15,000 employees, Intuit continues to innovate in talent strategy, location planning, and diversity initiatives to stay competitive. With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) ## Before Draup ##### 1 ### Location Feasibility Challenges Limited insights into optimal regions for talent acquisition and business expansion. ##### 2 ### Competitive Intelligence Gaps Incomplete understanding of talent movement, skill trends, and peer capabilities. ##### 3 ### Diversity, Equity, and Inclusion Limitations Need for robust metrics to drive strategic diversity, equity, and inclusion initiatives. ## The Core Challenges ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d238d7d8ad45e8200444a6_Box-Icon-User.svg) To strengthen workforce planning with location intelligence and actionable insights, identify optimal markets and talent pools. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db59330984651084f13cb7_Icon-Up-Green.svg) To gain deeper competitive intelligence, supporting data-driven decisions in hiring, retention, and skill development strategies. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e75adb318d24ad290814b3_Icon%20Partner%20Blue.svg) To enhance DE&I measurement and reporting, enabling inclusive workforce planning and informed talent decisions. ## The Solution Blockchain Engineer ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db5d3341843b1e0c029555_send-icon.svg) PROFILE ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e77c0104f72a305260d6c4_ProfileCard%20Blockchain.svg) LOCATION ANALYSIS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db673f4382bb971c6a561a_e7698e0916612e5541b65c9bd418b4ca_Location.svg) TALENT MARKET INSIGHTS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e77c02a2d3bcb91046cf7e_Insight%20Blockchain.svg) CAREER PATHS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e77c40f3bf9efbf80dd7e6_bf3c0204eff003477d494fe0deeaf2b3_Path%20Blockchain.svg) DATA INTEGRATION ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68df574763d2428a226659b1_c6d5b4ae5b4f54bfa47e4cf515e785fa_cs-integrations.svg) TECH STACK ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e77c013211a95623adbce6_Stack%20Blockchain.svg) 01 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440592f0256f7d6a6e69_Icon-pin.svg) Location Intelligence Analyzed 30+ countries to assess talent availability, cost of living, and market saturation for expansion decisions. 02 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e74f9b10d71fcd5d256342_Bulb%20green.svg) Competitive Insights Mapped talent trends and competitor movements, enabling informed strategic actions. 03 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68da8004edd9b00e3d241692_cs-user.svg) DE&I Metrics Provided gender and ethnic diversity insights across regions to guide hiring strategy and support inclusive workforce planning. 04 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e669c933e0c5cb746bd2f6_World.svg) Execution Speed Delivered actionable insights rapidly, reducing research time and accelerating workforce decisions across global teams. ## Outcome ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e60ffda32333b1ff508b09_Icon%20Maximize.svg) #### Strategic Expansion Leveraged Draup’s location intelligence to enter new talent markets, aligning with business goals for sustainable growth. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db59330984651084f13cb7_Icon-Up-Green.svg) #### DE&I Improvements Used Draup’s diversity metrics to guide inclusive hiring, increasing representation across executive and organizational levels. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e75adb7f55e41ab765c925_Icon%20target%20pink.svg) #### Data-Driven Talent Planning Strengthened workforce planning with actionable insights on skills, roles, and global talent pools for better decision-making. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e60b72adf4ca75c5438727_Icon%20User%20Group%20Blue.svg) #### Future-Ready Workforce Enabled scalable strategies for growth, diversity, and talent optimization, supporting long-term workforce readiness. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Powered by unparalleled global labor & market data ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5700+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. 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Something went wrong while submitting the form. ## Workforce Strategy Optimization [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # Accelerating workforce intelligence for a $7.4B stock market exchange leader Discover How Draup Helps Restructure Roles, Boost Mobility, and Scale a Future-Ready Workforce ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440582100a3a09ce165d_Icon-user.svg) 9000+ Employee Count ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406b7cd9129596beac3_Icon-doller.svg) $7.4 Bn Revenue ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406c7057d6b23b7f211_Icon-factory.svg) Financial Services Industry ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440592f0256f7d6a6e69_Icon-pin.svg) New York, U.S. Headquarters ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## About the Company A global financial services giant, valued at $7.4 billion, the company operates leading exchanges across the U.S. and Europe while expanding into fintech solutions. With over 9,000 employees, the company is building an agile, tech-driven workforce to power digital transformation and emerging technology adoption. ## Before Draup ##### 1 ### Unstructured Role Frameworks Lacked defined roles and family structures to align digital and fintech growth with future-ready capabilities ##### 2 ### External Hiring Dependence Relied on costly external recruitment due to limited reskilling and internal mobility visibility ##### 3 ### Competitive Blind Spots Faced limited peer benchmarks and market signals for AI/ML, data, and risk-management talent ## The Core Challenges ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e4d2101d0344d1be6858da_Frame%20427319510.svg) To restructure roles and families, aligning new tech adoption with future-ready workforce capabilities. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d388c0d2f10e1610698692_Icon-Skills-Green.svg) To enhance internal mobility by creating transparent reskilling routes and reducing costly external hires. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e4d4d83092b59d6b3392d7_Icon%20User%20Star%20Yellow.svg) To benchmark against peers and track evolving standards for competing in scarce digital skills. ## The Solution Financial Risk Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db5d3341843b1e0c029555_send-icon.svg) PROFILE ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68da81187a142bbf079893ce_a6ee201f82dde602432cfb239804445c_Profile%20Card.svg) LOCATION ANALYSIS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db673f4382bb971c6a561a_e7698e0916612e5541b65c9bd418b4ca_Location.svg) TALENT MARKET INSIGHTS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68da81182c54ccba62f8e1b3_72dfe466051cc08ab9abc771e383887c_Market%20Insight.svg) CAREER PATHS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68da8118ac4c6573d1dd4729_a5111dcbf840a49525c45c7bbbe7855e_Career%20Path.svg) DATA INTEGRATION ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68df574763d2428a226659b1_c6d5b4ae5b4f54bfa47e4cf515e785fa_cs-integrations.svg) TECH STACK ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68df974a683ba7f00386685b_bb751b7545975ea9b756b62b68d96eb0_cs-stack.svg) 01 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68da8004edd9b00e3d241692_cs-user.svg) Workforce Intelligence Broke down the company-specific workloads into AI-automatable, human-led, and hybrid tasks. 02 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a3514e7f12ec831e6c_Icon%2020.svg) Skills Taxonomy Built a regularized skills taxonomy to standardize job families and career paths. 03 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68652b5bf48a00afd38741c5_Chip.svg) Seamless Integration Created 500+ non-linear mobility pathways with linked Udemy learning journeys. 04 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6863570a60ffe13ae30834b4_White%20set%20(4).svg) Peer Intelligence Benchmarking Delivered peer benchmarking reports to track evolving skill standards. ## Outcome ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e60b72f0ff75ae2ae10097_Icon%20Id%20Green.svg) #### Structured Career Transitions Custom career paths helped employees reskill into future-ready roles. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db59347578095bcb4adb4a_Icon-Rocket-Pink.svg) #### Smarter Mobility Transparent pathways boosted retention and reduced external hiring costs. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e60b723cc491a03adf8a64_Icon%20Money.svg) #### Stronger ROI on Learning AI-driven skill mapping enabled rapid reskilling aligned with digital goals. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e60b72adf4ca75c5438727_Icon%20User%20Group%20Blue.svg) #### Future-Ready Workforce A scalable framework to sustain long-term fintech innovation. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Powered by unparalleled global labor & market data ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5700+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. 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Something went wrong while submitting the form. ## Account Intelligence Solutions [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # Powering account planning efficiency for a Pune based $587M IT consulting leader Discover How Draup Enabled Actionable Account Intelligence for an India-Based IT Consulting Leader ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440582100a3a09ce165d_Icon-user.svg) 12,000+ Employee Count ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406b7cd9129596beac3_Icon-doller.svg) $587.3 M Revenue ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406c7057d6b23b7f211_Icon-factory.svg) IT consulting Industry ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440592f0256f7d6a6e69_Icon-pin.svg) Pune, India Headquarters ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## About the Company The IT Consulting Leader is a global partner to the Automotive and Mobility ecosystem, enabling software-defined vehicle innovation for the future of transportation. With engineering centers across Europe, the USA, Japan, China, Thailand, and India, the company collaborates with leading automotive and mobility companies to build sustainable, next-generation solutions. We’re happy with how Draup helps us quickly find the right information for our key accounts. The responsiveness and swiftness in delivering custom reports have made a big difference in how we collate client insights and drive actions. Associate Manager, Marketing ## Before Draup ##### 1 ### Manual Account Research Relied on time-intensive, manual data gathering for account planning. ##### 2 ### Fragmented Intelligence Sources Difficulty in tracking account health indicators such as financials, IT spending, executive movements, and hiring signals. ##### 3 ### Limited Actionable Insights Teams struggled to consolidate information from multiple sources into accurate, strategic insights. ## The Core Challenges ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f0f79294f2e71b4f9501c7_Icon%20Folder%20Pink.svg) To streamline account planning and intelligence gathering. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e65e8c30b8662296d82699_Icon%20Stats%20Green.svg) To consolidate financial, hiring, and executive insights for faster decision-making. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692459c7e0c7ff5c07688b43_Doc.svg) To enable sales and marketing teams with ready-to-use, data-backed reports. ## The Solution Enterprise Software ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db5d3341843b1e0c029555_send-icon.svg) DEALS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69245c69bb71af09ca26d982_DEALS.svg) ACCOUNTS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69245c69d0bfd891fc0a8b27_ACCOUNTS.svg) TECH STACK ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692456f10e34a6956f7be433_SALES%20TECH%20STACK.svg) SERVICE PROVIDERS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692456f2d468001e62c791dd_SERVICE%20PROVIDERS.svg) KEY EXECUTIVES ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692456f2432c5083079db96c_de7400d39da2cfdb199869e8f70cd27d_KEY%20EXECUTIVES.svg) 01 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e65bb2e17acaea0685df5f_Icon%20Stats.svg) Account Intelligence Delivered real-time visibility into account financials, hiring trends, and executive movements. 02 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692459efc3d70c96667f6797_Aim%20(1).svg) Business Intentions Identified near-term business priorities and strategic shifts across key accounts. 03 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68da80048637912748172772_cs-search.svg) Outsourcing Insights Highlighted outsourcing opportunities and vendor movements to support proactive sales actions. 04 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684f9f363b96909871cb50f0_Icon%202.svg) Braindesk Research Support Provided customized research reports and verified insights to reduce manual analysis time. ## Outcome ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f86ad1c4a790da9978fda3_Icon%20Stat.svg) #### Enhanced Account Planning Insights Unified visibility into IT spends, executive movements, hiring signals, and outsourcing activity. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fb63c014289d07b6a34eaf_Frame%20427320405.svg) #### Faster Decision-Making Reduced research time through automated, ready-to-use insights for sales and marketing teams. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f2246be01a67bca4b66aab_Icon%20Handshake.svg) #### Improved Strategic Engagement Enabled proactive client engagement through real-time, actionable intelligence. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69245a3ed4ef096e5efb1318_Frame%20427320019.svg) #### Operational Efficiency Significant reduction in manual research efforts and improved cross-team collaboration on key accounts. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Powered by unparalleled global market data ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. 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Something went wrong while submitting the form. ## Talent Case Studies [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) # Case Studies [Talent](https://draup.com/talent/case-studies#) [Sales](https://draup.com/sales/case-studies) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Transforming workforce strategy and skill analysis for PayPal](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6927ede4c59e7c8c1c5102f2_paypal.webp)\\ \\ **Transforming workforce strategy and skill analysis for PayPal** \\ \\ Partnership with Draup emerged as a strategic solution to accelerate the Talent Intelligence team‚ capabilities, reduce research time.](https://draup.com/talent/case-studies/paypals-talent-intelligence-journey) Banking & Financial Services [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Scaling talent sourcing and development at Klöckner Pentaplast](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6927eddbb716aadd89cf07ba_kp.webp)\\ \\ **Scaling talent sourcing and development at Klöckner Pentaplast** \\ \\ Enhancing Talent Sourcing and Development at Klöckner Pentaplast with Draup's AI Talent Intelligence.](https://draup.com/talent/case-studies/enhancing-talent-sourcing-and-development-at-klockner-pentaplast-with-draups-ai-talent-intelligence) Manufacturing [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Transforming workforce strategy and DEI for Intuit](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6927edaab8b6496d1ea97022_intuit.webp)\\ \\ **Transforming workforce strategy and DEI for Intuit** \\ \\ How Intuit Scaled their Workforce Planning & Improved DEI at the top level with Draup.](https://draup.com/talent/case-studies/how-intuit-scaled-their-workforce-planning-improved-dei-at-the-top-level-with-draup) Software [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Talent Strategy Modernization for a $100B+ Minneapolis Based Global Retail Enterprise ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/694a2d8a44921d0168036761_enterprise.png)\\ \\ **Talent Strategy Modernization for a $100B+ Minneapolis Based Global Retail Enterprise** \\ \\ Discover How Draup Enabled Finance Shared Services Transformation for a $100B+ Minneapolis Based Global Retail Leader](https://draup.com/talent/case-studies/talent-strategy-modernization-for-a-100b-minneapolis-based-global-retail-enterprise) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Talent Strategy Modernization for a 70B+ Idaho Based Retail & Pharmacy Enterprise](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/694a2d63c3c74672163ffe6e_retail.png)\\ \\ **Talent Strategy Modernization for a 70B+ Idaho Based Retail & Pharmacy Enterprise** \\ \\ Discover How Draup Enabled Workforce Modernization for a 70B+ Idaho–Based U.S. Retail & Pharmacy Enterprise](https://draup.com/talent/case-studies/talent-strategy-modernization-for-a-70b-idaho-based-retail-pharmacy-enterprise) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Talent Strategy Transformation for the World’s Largest Food & Beverage Company](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/694a2d42bdaffe211c73fead_fmcg.png)\\ \\ **Talent Strategy Transformation for the World’s Largest Food & Beverage Company** \\ \\ Modernizing Sales & Marketing Talent Strategy for a Leading FMCG Organization in the Philippines](https://draup.com/talent/case-studies/talent-strategy-transformation-for-the-worlds-largest-food-beverage-company) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Modernizing Workforce & Talent Strategy for a Hong Kong–Based World’s #1 PC Maker ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/694a2d1f827b40a2c22e5a8a_pc.png)\\ \\ **Modernizing Workforce & Talent Strategy for a Hong Kong–Based World’s \#1 PC Maker** \\ \\ How Draup Helped a Hong Kong–Based Global Tech Leader Rethink Its Workforce Approach](https://draup.com/talent/case-studies/modernizing-workforce-talent-strategy-for-a-hong-kong-based-worlds-1-pc-maker) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Modernizing Talent Strategy for the Largest Healthcare & Supply Chain Leader in Texas](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/69452dc8e8fcdb4ca57fc3f5_healthcare%20and%20supplychain.png)\\ \\ **Modernizing Talent Strategy for the Largest Healthcare & Supply Chain Leader in Texas** \\ \\ Discover How Draup Enabled Workforce Modernization for a $280B Healthcare & Supply Chain Leader](https://draup.com/talent/case-studies/modernizing-talent-strategy-for-texas-largest-healthcare-supply-chain-leader) Healthcare [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Scaling Global Talent Pipelines for a $338B Texas Energy Powerhouse ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/69452dc05ba14cde67af51b0_powerhouse.png)\\ \\ **Scaling Global Talent Pipelines for a $338B Texas Energy Powerhouse** \\ \\ Discover How Draup Enabled Workforce Intelligence Modernization for a Global Energy Leader](https://draup.com/talent/case-studies/scaling-global-talent-pipelines-for-a-338b-texas-energy-powerhouse) Energy & Utilities [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Transforming Workforce Strategy for a $300B Pennsylvania-based Pharmaceutical Leader ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/69452db7930cd84a04e2069e_bio%20pharma.png)\\ \\ **Transforming Workforce Strategy for a $300B Pennsylvania-based Pharmaceutical Leader** \\ \\ Discover How Draup Enabled AI-Driven Workforce Transformation for a National Healthcare giant](https://draup.com/talent/case-studies/transforming-workforce-strategy-for-a-300b-pennsylvania-based-pharmaceutical-leader) Healthcare [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Global Talent Intelligence partnership with $70B+ New York based Insurance & Financial Services Leader](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/69452da91640baf9d99376f6_insurance.png)\\ \\ **Global Talent Intelligence partnership with $70B+ New York based Insurance & Financial Services Leader** \\ \\ Discover How Draup Enabled AI-Driven Workforce Transformation for an Insurance & Financial Services giant](https://draup.com/talent/case-studies/global-talent-intelligence-partnership-with-70b-new-york-based-insurance-financial-services-leader) Banking & Financial Services [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Transforming Workforce Strategy for a $14B Australian Consumer Banking Giant ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/69452d9bf15d80f415ec2b0e_banking.png)\\ \\ **Transforming Workforce Strategy for a $14B Australian Consumer Banking Giant** \\ \\ Discover How Draup Enabled AI-Driven Workforce Transformation for a National Banking Leader](https://draup.com/talent/case-studies/transforming-workforce-strategy-for-a-14b-australian-consumer-banking-giant) Banking & Financial Services [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Transforming tech workforce strategy for a Hudson based Fortune 250 financial services leader ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/693272f0ed017a210ff418cd_financial%20services%20leader.png)\\ \\ **Transforming tech workforce strategy for a Hudson based Fortune 250 financial services leader** \\ \\ Discover How Draup’s Talent Intelligence Accelerates Tech Workforce Transformation for a $106B Financial Leader](https://draup.com/talent/case-studies/transforming-tech-workforce-strategy) Banking & Financial Services [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Strengthening global EVP and CRA workforce strategy for a Fortune 2025 World’s Most Admired Company ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/693272d380e470eaa8cb523b_Admired%20Company.png)\\ \\ **Strengthening global EVP and CRA workforce strategy for a Fortune 2025 World’s Most Admired Company** \\ \\ Discover How Draup’s Talent Intelligence Strengthens Global EVP and Future-Proofs CRA Workforce Strategy for a $15B+ Healthcare Data Leader](https://draup.com/talent/case-studies/strengthening-global-evp-and-cra-workforce-strategy) Healthcare [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Strategic Workforce Intelligence Partnership with a $14B Sydney-based Banking Giant](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/69327287edc9182c55528b60_Sydney-based%20Banking%20Giant.png)\\ \\ **Strategic Workforce Intelligence Partnership with a $14B Sydney-based Banking Giant** \\ \\ Discover How Draup Enabled Data-Driven Workforce Planning and Talent Modernization for a National Financial Services Leader](https://draup.com/talent/case-studies/strategic-workforce-intelligence-partnership) Banking & Financial Services [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Transforming global AI talent strategy for the leading San Jose based digital design enterprise ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/692ae24346370e7ce473174b_digital%20design%20enterprise.png)\\ \\ **Transforming global AI talent strategy for the leading San Jose based digital design enterprise** \\ \\ Discover how Draup enabled this $15 billion design software leader to build an AI-ready workforce and scale innovation worldwide](https://draup.com/talent/case-studies/transforming-global-ai-talent-strategy-for-the-leading-san-jose-based-digital-design-enterprise) Software [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Transforming Early-Career Talent Strategy for a $90B Global Cloud Leader ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/692d60c765339d1968b8383e_Global%20Cloud%20Leader.png)\\ \\ **Transforming Early-Career Talent Strategy for a $90B Global Cloud Leader** \\ \\ Discover how Draup helps accelerate AI-ready talent development and strengthen the future of digital learning for a $90B cloud services company based in Seattle, Washington.](https://draup.com/talent/case-studies/transforming-early-career-talent-strategy-for-a-90b-global-cloud-leader) It Services & Consulting [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Strategic Workforce Intelligence Partnership with The Iconic Swoosh Sportswear Brand ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/692ac6cb825b6b42e3695351_Sportswear%20Brand.png)\\ \\ **Strategic Workforce Intelligence Partnership with The Iconic Swoosh Sportswear Brand** \\ \\ Discover How Draup Enabled Global Talent Visibility and Scalable Workforce Planning for a Consumer Lifestyle Brand](https://draup.com/talent/case-studies/strategic-workforce-intelligence-partnership-with-the-iconic-swoosh-sportswear-brand) Retail [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Powering Workforce Intelligence for a $60B NYC-based Global Biopharmaceutical Leader ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/692ac9ffd394982407314506_bio%20pharma%20(1)%20(1).png)\\ \\ **Powering Workforce Intelligence for a $60B NYC-based Global Biopharmaceutical Leader** \\ \\ Discover How Draup Enabled Data-Driven Workforce Planning for a Pharmaceutical Manufacturing and R&D Leader](https://draup.com/talent/case-studies/powering-workforce-intelligence-for-a-60b-nyc-based-global-biopharmaceutical-leader) Pharma & Life Sciences [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Building a global data-driven workforce strategy for a Connecticut-based $30B tobacco giant](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/690371e63f64e950504da8a5_consimer-goods.webp)\\ \\ **Building a global data-driven workforce strategy for a Connecticut-based $30B tobacco giant** \\ \\ Discover How Draup Helped a Lifestyle Products Leader Optimize Global Workforce Planning Across R&D and Digital Functions](https://draup.com/talent/case-studies/building-a-global-data-driven-workforce-strategy) Cpg (Consumer Products) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Building an AI-Enabled HR Workforce for Arkansas-based largest global retailer](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6903718ba993c419354a4d68_Group%20427319779%20(2)%20(1).webp)\\ \\ **Building an AI-Enabled HR Workforce for Arkansas-based largest global retailer** \\ \\ Discover How Draup Helped a US-Based Global Retail Enterprise Redefine HR Skill Architecture](https://draup.com/talent/case-studies/building-an-ai-enabled-hr-workforce) Retail [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Building an AI-enabled workforce for the future of an Italian aerospace, defense, and security company](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68fa23102750779ccc033b8a_Frame%20427319853%20(1).webp)\\ \\ **Building an AI-enabled workforce for the future of an Italian aerospace, defense, and security company** \\ \\ Discover How Draup Helped a Defense & Security Leader Redefine Skill Architecture](https://draup.com/talent/case-studies/building-an-ai-enabled-workforce-for-the-aerospace-engineering-giant) Aerospace & Defence [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Workforce intelligence partnership with an $11B Boston biopharma company](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68f9ffd9a26e8b034565a3a8_Frame%20427319855.webp)\\ \\ **Workforce intelligence partnership with an $11B Boston biopharma company** \\ \\ Discover How Draup Enabled Data-Driven Workforce Planning for a Global Biotech Company](https://draup.com/talent/case-studies/powering-strategic-workforce-intelligence-in-pharma) Pharma & Life Sciences [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Workforce strategy for a Dublin based IT services leader](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68f9ffe7ca46d927a18ed032_Frame%20427319854.webp)\\ \\ **Workforce strategy for a Dublin based IT services leader** \\ \\ Learn How Draup Powers Peer Benchmarking, Skill Intelligence & Leadership Research](https://draup.com/talent/case-studies/advancing-workforce-insights-with-draup) It Services & Consulting [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Driving internal mobility and workforce agility for the biggest telecom company in the UK](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68f9fff01f1f134bb96656d6_Frame%20427319853.webp)\\ \\ **Driving internal mobility and workforce agility for the biggest telecom company in the UK** \\ \\ Discover How Draup Helps a UK-Based Telecom Giant Align Skills and Unlock Growth](https://draup.com/talent/case-studies/driving-internal-mobility-with-draups-career-pathway-intelligence) Telecommunications [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Transforming L&D with Skill Intelligence for a $19.5B Chicago based Healthcare Leader](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68f9fffc791655bdd641eea1_Frame%20427319852.webp)\\ \\ **Transforming L&D with Skill Intelligence for a $19.5B Chicago based Healthcare Leader** \\ \\ Discover How Draup Helped a Global Healthcare Leader Align Upskilling with AI Roles](https://draup.com/talent/case-studies/powering-ai-focused-upskilling-with-draup) Healthcare [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Transforming workforce strategy for a $91.75B New York based soft-drink giant](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68f9fd2638b622db1410962e_Group%20427319779.svg)\\ \\ **Transforming workforce strategy for a $91.75B New York based soft-drink giant** \\ \\ Explore How Draup Helps a Top New York Beverage Brand Align Talent with Real-Time Skills Data](https://draup.com/talent/case-studies/automating-market-aligned-job-descriptions-with-draup) Cpg (Consumer Products) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Transforming job architecture for a $7.4B stock market exchange leader](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68f9fce8288155aaac83dc9e_Frame%20427319851.webp)\\ \\ **Transforming job architecture for a $7.4B stock market exchange leader** \\ \\ Explore How Draup Built a Skills-Based Workforce Framework for a NY Exchange Leader](https://draup.com/talent/case-studies/modernizing-job-architecture-with-draup) Banking & Financial Services [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Transforming talent planning for a $10.5B Zurich based workforce solutions leader](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68f9fc63ffeb590b7858c44c_Frame%20427319850.svg)\\ \\ **Transforming talent planning for a $10.5B Zurich based workforce solutions leader** \\ \\ Discover How Draup’s Custom Skill Feeds Enhanced Talent Planning for a Swiss Workforce Leader](https://draup.com/talent/case-studies/powering-workforce-planning-with-draup) Staffing / Recruitment Company [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Driving skills transformation for a $91.7B New York based global soft drink giant](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/692d86d9b24546f0cd4a4e95_soft-drink%20giant.png)\\ \\ **Driving skills transformation for a $91.7B New York based global soft drink giant** \\ \\ Explore How Draup AI Reshaped Skills, Strategy, And Leadership for an FMCG Leader](https://draup.com/talent/case-studies/transforming-fmcg-workforce-strategy-with-draup) Cpg (Consumer Products) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Workforce strategy for a Dublin based IT services leader](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/692d410d448b21e150bb84fa_Based%20IT%20services%20leader.png)\\ \\ **Workforce strategy for a Dublin based IT services leader** \\ \\ Discover How Draup Transformed Workforce Planning and Skills Benchmarking](https://draup.com/talent/case-studies/redefining-workforce-strategy-with-draup) It Services & Consulting [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Scaling post-acquisition talent strategy for a $7.4B exchange market leader](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/692d411d6b6a7b1019a84b8e_stock%20market.png)\\ \\ **Scaling post-acquisition talent strategy for a $7.4B exchange market leader** \\ \\ Explore How Draup Boosts Hiring, Offers, and Location Strategy](https://draup.com/talent/case-studies/accelerating-workforce-talent-strategy-with-draup) Banking & Financial Services [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Powering career development for the biggest telecom company in the UK](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/692d40ea444cf6fbbeec802c_biggest%20telecom%20company.png)\\ \\ **Powering career development for the biggest telecom company in the UK** \\ \\ Dive Into How Draup Enabled Skill-Based Transitions, Career Mobility, and Structured Growth](https://draup.com/talent/case-studies/powering-career-development-planning-with-draup) Telecommunications [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Transforming workforce strategy for a Cork, Ireland based smart building leader](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/692d40d67b103ba02c6f7f77_workforce.png)\\ \\ **Transforming workforce strategy for a Cork, Ireland based smart building leader** \\ \\ Discover How Draup’s AI Helps Optimize Blue-Collar Roles and Future-Proof Your Workforce](https://draup.com/talent/case-studies/driving-workforce-transformation-with-draup) Industrial Engineering [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Accelerating workforce intelligence for a $7.4B stock market exchange leader](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/692d5249e4b66141f2573ecf_exchange%20market%20leader.png)\\ \\ **Accelerating workforce intelligence for a $7.4B stock market exchange leader** \\ \\ Discover How Draup Helps Restructure Roles, Boost Mobility, and Scale a Future-Ready Workforce](https://draup.com/talent/case-studies/accelerating-workforce-strategy-with-draup) Banking & Financial Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. 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Something went wrong while submitting the form. ## AI in Sales Intelligence [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ## Why Forward-Looking GTM Teams Are Investing in AI Sales Intelligence Tools ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6839718b7d989e2c31fe8e97_Size%3DSmall%2C%20Color%3DRegular%20(1).svg) Team Draup 2 min read April 16, 2025 Share Most GTM teams don’t lack tools – they lack visibility. Buyer roles evolve, org structures shift, and business priorities change faster than revenue teams can react. Yet many strategies still rely on outdated assumptions, static contact lists, and disconnected data sources. The result? Slow execution, missed opportunities, and low confidence in what should be high-impact decisions. And the trust in data is eroding fast. According to Salesforce, **only** [**35% of sales professionals**](https://www.salesforce.com/resources/research-reports/state-of-sales/) **completely trust the accuracy of their data**, raising serious questions about how teams prioritize leads, segment accounts, and plan outreach. This is where AI sales intelligence tools are starting to make a real impact. They don’t just plug data gaps, they enable GTM teams to move faster, plan smarter, and engage the right accounts with confidence. # **What’s Really Slowing Down GTM Agility?** A Look at Sales Intelligence Tools Most GTM systems operate on outdated snapshots like contact lists pulled from last quarter, org charts that don’t reflect reorgs, and signals delayed until after the opportunity has passed. Meanwhile, buying groups evolve, decision-makers change roles, and new stakeholders emerge, often without leaving a trace in your CRM. This disconnect puts the brakes on GTM execution where it matters most: - **Pipeline coverage suffers** as reps chase accounts that no longer fit the ideal profile or have already gone cold. - **Segmentation and targeting lose precision**, with marketing teams aligning messaging to outdated personas and priorities. - **Account planning becomes reactive**, built on assumptions rather than real-time insight into buyer behavior and org shifts. Outdated data limits a GTM team’s ability to prioritize accounts, engage the right buyers, and time their outreach with precision. ### **How AI Sales Intelligence Tools Enable Context-Driven GTM Execution** Static data makes GTM execution reactive. AI sales intelligence tools change that by continuously capturing org shifts, buying group changes, and capability signals – and making them usable across sales, marketing, and planning workflows. Through dynamic signal tracking and role-level visibility, AI sales intelligence tools surface evolving buyer structures and strategic priorities – the kinds of shifts that go unnoticed in CRM records or point-in-time enrichment efforts. Here’s how AI Sales Intelligence tools reshape execution across GTM functions: - **Prioritization becomes signal-driven:** Teams focus on accounts showing movement like capability expansion, new leadership, or functional hiring tied to your solution. - **Targeting reflects current org structures:** Updated org charts and stakeholder maps help teams engage the right roles, even as decision-making shifts mid-cycle. - **Messaging aligns with active business priorities:** With visibility into capability gaps and strategic movements, outreach can speak to what buyers are focused on now and not what they cared about last quarter. - **Execution stays aligned across functions:** When sales, marketing, and RevOps share a common view of account-level changes, AI sales intelligence tools help ensure those shifts are translated into action. The result is a more adaptive GTM engine – one that’s not just faster, but more focused on where the real opportunity is emerging. ### **Rewriting the GTM Playbook for Modern Buying Realities** As [buyer journey](https://draup.com/sales/blog/decoding-the-b2b-buyers-journey-tailoring-your-sales-strategy-for-success/) become less linear and more collaborative, GTM success will depend less on rigid playbooks and more on adaptability. That adaptability doesn’t come from more tools. It comes from intelligence that’s structured, contextual, and continuously evolving with the customer. AI sales intelligence tools play a key role in that shift, not just by improving data accuracy, but by enabling strategic responsiveness: the ability to sense changes across accounts and adjust in stride. Tomorrow’s most effective GTM teams won’t just act faster, they’ll be the ones that adapt fastest to change, and do it with clarity, coordination, and the support of AI sales intelligence tools. _Sales intelligence platforms like_ [_Draup_](https://draup.com/sales/solutions/account-planning-for-abm) _helps Microsoft, Salesforce, Accenture, CapGemini and 260+ others fast track account planning by revealing market/account-level signals, buyer behavior, decision-making patterns, existing tech stack and channel partner ecosystems._ _Book a demo now!!_ ### Related Articles [![AI-Powered Personalization for ABM ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685a68958f27ac039c771e8a_The-Evolution-of-Enterprise-Sales-From-Rolodexes-to-AI-Powered-Personalization-for-ABM-1.avif)\\ \\ **The Evolution of Enterprise Sales: AI-Powered Personalization for ABM** \\ \\ Explore AI-Powered Personalization for ABM and how it transforms precision-driven enterprise sales strategies.\\ \\ May 28, 2025](https://draup.com/sales/blog/the-evolution-of-enterprise-sales-ai-powered-personalization-for-abm) [![Account planning](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68594774375af49da677afe7_Unlocking-Trapped-Value-How-Better-Account-Planning-Saves-Millions.avif)\\ \\ **Unlocking Trapped Value: How Better Account Planning Saves Millions** \\ \\ Unlock hidden value with AI-powered account planning: cut costs, reduce ramp time, and improve outreach precision for enterprise sales teams.\\ \\ May 5, 2025](https://draup.com/sales/blog/unlocking-trapped-value-how-better-account-planning-saves-millions) Subscribe to the newsletter Get the latest talent experience insights delivered to your inbox. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. 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Something went wrong while submitting the form. ## Market Intelligence Solutions [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # Market Intelligence Data for GTM and Revenue Teams Equip your enterprise growth teams with the context to uncover whitespaces, strengthen outreach, and align on the right priorities to drive confident growth. [Book a Demo](https://draup.com/book-a-demo) [Explore Our Taxonomies](https://draup.com/sales/data/taxonomy) GDPR/CCPA Aligned 140+ Countries 240 Languages 33 Industries Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ## What You Can Do With Draup Sales Data Traditional sales databases stop at contacts or just surface-level account data without deeper context. Draup unifies buyers, accounts, deals, signals, and technologies into one structured intelligence layer. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68be9752eeb3cfcdc1287330_Data%20Sales%20Icon%201.svg) #### Account Strategy - Map 1.8M+ accounts with hierarchies and firmographics - Track ecosystem partners, vendors, and service providers - Benchmark whitespace and competitor activity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68be9752e013dd378ac06b2d_Data%20Sales%20Icon%202.svg) #### Buyer Targeting - Access 6M+ verified executive & buyer profiles - Understand influence networks and decision cycles - Connect buyers to account-level business priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68be9752e082493b98616b7f_Data%20Sales%20Icon%203.svg) #### Deal Intelligence - Analyze 500K+ historical & active deals - Detect whitespace and cross-sell opportunities - Benchmark deals against peers and industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68be97524b64e8c3dd912053_Data%20Sales%20Icon%204.svg) #### Signals & Triggers - Monitor 500M+ business signals (M&A, outsourcing, digital adoption) - Identify early buying triggers and account transformations - Align GTM plays with real-time market context ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68be975231e1908b2e598291_Data%20Sales%20Icon%205.svg) #### Technology & Tools - Track 60K+ digital tools and tech stacks - Pinpoint adoption patterns and migration signals - Link technology triggers to cross-sell opportunities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68be9752c89a326c52bd9339_Data%20Sales%20Icon%206.svg) #### Competitive Intelligence & Market Mapping - Track competitor accounts, partnerships, and ecosystem moves - Benchmark accounts against industry peers and whitespace opportunities - Monitor service providers and vendor activity to stay ahead of market shifts ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Powered by unparalleled global market data Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667933aa493926f0085975_White%20set%20(14).svg) 700M+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667933aa493926f0085975_White%20set%20(14).svg) 700M+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Why Draup Data? From noisy signals to decision-ready account intelligence. ##### 1 #### Machine learning for entity resolution and signal enrichment ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b66f5b98a26e889e4e88ab_arrow-right-step.svg) ##### 2 #### Knowledge graphs linking buyers, accounts, deals, tools, and signals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b66f5b98a26e889e4e88ab_arrow-right-step.svg) ##### 3 #### In-house research validating accuracy, influence networks, and context ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b673e0e74cfc8d6ab75b01_bg-steps.svg) ###### RAW SOURCES Source 1 Source 2 Source 3 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b6717e5153836c52483b55_arrow-right-step-grey.svg) ML enrichment knowledge graph unified intelligence layer ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b6717e5153836c52483b55_arrow-right-step-grey.svg) ###### DELIVERY API’s Platform Feeds warehouse ## Your Revenue Advantage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b68124ebb12d0af78ed791_icon-globe.svg) ### Broad & deep coverage Global account + buyer intelligence across 140+ countries and 32 industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b68124222e952ced4bf85e_icon-trophy.svg) ### Trusted & transparent Every signal is enriched, validated, and explainable ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b68124d8db3e06496131a6_icon-target.svg) ### Actionable by design Built for account strategy, targeting, deal prioritization, and GTM execution ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Data Delivery that fits your GTM stack Sales intelligence that flows into your workflow, without friction. [![Real Time APIs ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b575a744af37aa36fd9d06_22e323fa3124b488e8127d9074221afe_Real%20Time%20APIs%20.png)\\ **Real Time APIs** \\ \\ Stream live buyer, account, and intent signals into your CRM, engagement tools, or models. Filter by industry, function, revenue band, or geography at enterprise scale.](https://draup.com/sales/market-intelligence-data#) [![Cloud Native Feeds ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b575a71d90b360966f77c9_2e0a9ffba090f0cdf29110b09d00ca91_Cloud%20Native%20Feeds%20.png)\\ **Cloud Native Feeds**\\ \\ Secure delivery to AWS, Azure, Google Cloud, or SFTP in Parquet, CSV, or JSON, refreshed on your schedule.](https://draup.com/sales/market-intelligence-data#) [![Warehouse Ready ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b575a7e18a56cb2378afab_Image3.png)\\ **Warehouse Ready** \\ \\ Direct connections to Snowflake, BigQuery, Databricks, and more, no complex ETL required.](https://draup.com/sales/market-intelligence-data#) [![Plug & Play Integrations](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b575a7e6c313d252f5769c_d1a911f4713c1e5e1d1fe6033d72833d_Plug%20%26%20Play%20Integrations.png)\\ **Plug & Play Integrations** \\ \\ Connect seamlessly with Salesforce, HubSpot, Marketo, Outreach, and other RevOps platforms using pre-built connectors or custom pipelines.](https://draup.com/sales/market-intelligence-data#) ## Let’s Talk Data. Your next win depends on it. Talk to our experts to see how engineered sales intelligence can give you clarity, precision, and competitive advantage. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b65f87486391871efc31fb_bg-mesh.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b65f4a8dacda1efed2254d_right-decor.svg) ## Frequently Asked Questions ### What makes Draup’s sales taxonomy different? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) It’s purpose-built for GTM teams, connecting accounts, buyers, industries, and signals with explicit relationships and versioning so changes are trackable over time. ### How often is the sales data refreshed? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Buyer and account signals are updated in near real-time; delivery cadences (daily/weekly/monthly) are configurable via APIs and feeds. ### What about data provenance and explainability? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Each dataset includes lineage and documentation to support auditability, model governance, and compliance reviews. ### Do you provide intent and buying signals? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Draup surfaces digital priorities, business intentions, and whitespace opportunities across industries and accounts. ### Can we trial the sales data? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Absolutely Yes. You can request a sample dataset aligned to your ICP or priority accounts. [Request a trial here](https://draup.com/book-a-demo), and our team will set it up for you. ### What does implementation look like? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Most teams start with a CRM sync, Real-Time APIs, or a direct warehouse connection. We provide schema docs, mapping guides, and onboarding support. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b661c6889daaea9cb148f6_Grid%20Bottom%20Light.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Talent Acquisition Insights [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) # Blogs [![Hiring Trends](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6867675e2a75a8aa27737fbb_3-Emerging-Hiring-Trends-to-Implement-in-2022-.avif)\\ \\ **3 Emerging Talent Acquisition Strategies to Implement in 2025** \\ \\ July 23, 2025](https://draup.com/talent/blogs/3-emerging-talent-acquisition-strategies-to-implement-in-2025) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68762d5079c00796695aae8e_TECH-BLOG2%205.avif)\\ **Draup Data Now Available via the Model Context Protocol (MCP)** \\ \\ July 15, 2025](https://draup.com/talent/blogs/draup-data-now-available-via-the-model-context-protocol-mcp) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685944f2fbdcc78bde3ef3bf_Workload-Intelligence-The-Missing-Link-in-Strategic-Workforce-Planning-2-1.avif)\\ **Workload Intelligence: The Missing Link in Strategic Workforce Planning** \\ \\ June 6, 2025](https://draup.com/talent/blogs/workload-intelligence-the-missing-link-in-strategic-workforce-planning) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685944f3ecc5967a8840e220_Rethinking-Skills-for-AI-with-Draups-Data-Rich-Talent-Intelligence-Platform-.avif)\\ **Rethinking Skills for AI with Draup’s Data-Rich Talent Intelligence Platform** \\ \\ June 5, 2025](https://draup.com/talent/blogs/rethinking-skills-for-ai-with-draups-data-rich-talent-intelligence-platform) #### All Blogs [Talent](https://draup.com/talent/blog#) [Sales](https://draup.com/sales/blog) [![Hiring Trends](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6867675e2a75a8aa27737fbb_3-Emerging-Hiring-Trends-to-Implement-in-2022-.avif)\\ \\ **3 Emerging Talent Acquisition Strategies to Implement in 2025** \\ \\ With the hiring market becoming increasingly competitive, Talent Acquisition Strategies bear the brunt of operating faster and smarter.\\ \\ July 23, 2025](https://draup.com/talent/blogs/3-emerging-talent-acquisition-strategies-to-implement-in-2025) [![Model Context Protocol](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68762d5079c00796695aae8e_TECH-BLOG2%205.avif)\\ \\ **Draup Data Now Available via the Model Context Protocol (MCP)** \\ \\ Access Draup’s intelligence via MCP to power LLMs with real-time data—enabling richer prompts, faster RAG, and easier AI integration.\\ \\ July 15, 2025](https://draup.com/talent/blogs/draup-data-now-available-via-the-model-context-protocol-mcp) [![Strategic Workforce Planning](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685944f2fbdcc78bde3ef3bf_Workload-Intelligence-The-Missing-Link-in-Strategic-Workforce-Planning-2-1.avif)\\ \\ **Workload Intelligence: The Missing Link in Strategic Workforce Planning** \\ \\ Explore the future of strategic workforce planning and how AI is transforming organizational structures and job roles.\\ \\ June 6, 2025](https://draup.com/talent/blogs/workload-intelligence-the-missing-link-in-strategic-workforce-planning) [![Talent Intelligence Platform](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685944f3ecc5967a8840e220_Rethinking-Skills-for-AI-with-Draups-Data-Rich-Talent-Intelligence-Platform-.avif)\\ \\ **Rethinking Skills for AI with Draup’s Data-Rich Talent Intelligence Platform** \\ \\ Explore how the Talent Intelligence Platform by Draup reshapes workforce strategies with dynamic skills architecture.\\ \\ June 5, 2025](https://draup.com/talent/blogs/rethinking-skills-for-ai-with-draups-data-rich-talent-intelligence-platform) [![Strategic Workforce Planning](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685944f5db1ab054536ed8ad_Blog-Strategic-Workforce-Planning-in-a-De-Globalizing-World-with-Agentic-AI.avif)\\ \\ **Strategic Workforce Planning in a De-Globalizing World with Agentic AI** \\ \\ Explore Strategic Workforce Planning to build resilience and navigate talent strategies in today's disrupted environment.\\ \\ June 4, 2025](https://draup.com/talent/blogs/strategic-workforce-planning-in-a-de-globalizing-world-with-agentic-ai) [![Workforce Skills Gap](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685944f4de965bd76bb1fa62_Closing-the-Workforce-Skills-Gap-with-Skills-Based-Architecture.-blog-banner-image-4.avif)\\ \\ **Closing the Workforce Skills Gap with Skills-Based Architecture** \\ \\ Explore skills-based architecture to redefine your workforce planning and development strategy for a competitive edge.\\ \\ June 3, 2025](https://draup.com/talent/blogs/closing-the-workforce-skills-gap-with-skills-based-architecture) [![Strategic Skills Based Hiring](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685944f339fa006940cb97f6_The-Skills-Quadrant-Your-Blueprint-for-Strategic-Skills-Based-Hiring2.avif)\\ \\ **The Skills Quadrant: Your Blueprint for Strategic Skills-Based Hiring** \\ \\ Explore the emerging trends in skills-based hiring and how it addresses talent shortages for the future workplace.\\ \\ May 30, 2025](https://draup.com/talent/blogs/the-skills-quadrant-your-blueprint-for-strategic-skills-based-hiring) [![EVP Decision Matrix](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685944f41417ca0fa27f5f9b_EVP.avif)\\ \\ **Elevate Your EVP Strategy with a Data-Driven Decision Matrix** \\ \\ Learn how the EVP Decision Matrix can transform your approach to employee value and maximize retention in a talent-first economy.\\ \\ May 5, 2025](https://draup.com/talent/blogs/elevate-your-evp-strategy-with-a-data-driven-decision-matrix) [![Rethinking Location Analysis](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685944f6905f3f396ff40b27_Rethinking-Location-Analysis-blog_Cover.avif)\\ \\ **Rethinking Location Analysis: A Resilience-Based Framework for Uncertain Times** \\ \\ Discover how Draup’s location resilience analysis helps planners assess long-term site viability across five key dimensions using Agentic AI.\\ \\ April 28, 2025](https://draup.com/talent/blogs/rethinking-location-analysis-a-resilience-based-framework-for-uncertain-times) [View More](https://draup.com/talent/blog?c9e07d3c_page=2) 1 / 1 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Future Talent Strategies with AI [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ## Discover the Future of Enterprise Talent Strategy with AI Talent Intelligence Platforms ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6839718b7d989e2c31fe8e97_Size%3DSmall%2C%20Color%3DRegular%20(1).svg) Team Draup 4 min read July 9, 2024 Share **More than 50% of talent acquisition professionals surveyed revealed that they find their work more stressful compared to a year ago**. This can be effectively mitigated by incorporating frameworks that use global talent landscape data and AI models to drive accurate insights and talent strategies – leading to more agile [**talent acquisition**](https://draup.com/talent/blog/fast-track-global-strategic-talent-acquisition-and-recruitment-with-ai/) workflows. This global data, combined with smart AI-powered models, enables talent acquisition teams to move beyond analogy-based decision-making frameworks. Instead, they can make accurate decisions based on data and a first-principles approach. Let us explore how **AI Talent Intelligence platforms** enable talent acquisition teams to fulfill short-term recruitment goals. Additionally, these platforms help teams dynamically adapt to long-term talent acquisition and management strategies, ensuring a future-ready and competitive workforce. # **Short-Term Benefits of AI Talent Intelligence Platforms** ![AI talent intelligence platforms ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685945087c933ab2d5c75e6f_Short-term-benefits-01-1-1024x769.avif) **The short-term benefits of AI-powered Talent Intelligence platforms stem from the analysis of vast datasets and identification of highly relevant patterns – real fast**. An AI-powered talent intelligence platform analyzes data across multiple points. This analysis provides valuable insights, including location analysis, talent distribution, peer benchmarking, and diversity metrics. Talent acquisition teams can use insights from AI-powered talent intelligence platforms to refine and expedite recruitment processes. This, in turn, enhances organizational competitiveness: 1. **Finding niche talent for emerging roles**: Talent acquisition teams can use AI Talent Intelligence platforms to identify suitable candidates for emerging or technically complex roles. This is achieved through an analysis of actual workloads, compensation data, and geography-wise talent distribution. 2. **Geo-targeted recruitment**: AI-powered talent intelligence platforms provide granular updated data on location-wise talent distribution, talent volume growth trends, talent affordability, trends around career movement, actual workload analysis of the potential candidates, and more. Such instant insights from AI powered talent intelligence platforms enable recruitment of suitable candidates from target geographies at scale, real fast. 3. **Peek into peer strategies and positioning**: AI-driven insights on talent strategy of industry peers enables talent acquisition teams gauge the competitive scenario better and optimize/fine tune their talent strategy and execution plans – to ensure a competitive edge through analytics-driven decisions. With instant visibility into the hiring strategies and trends of the peers, talent acquisition teams can adjust their own strategies to differentiate themselves to attract top talent. 4. **Understand industry benchmark**: Benchmarking against industry standards helps talent acquisition teams maintain competitive recruitment practices. AI Talent Intelligence platforms provide industry analytics on metrics like salary median, popular benefits, and other compensation components. ### **Long-term benefits of AI-powered talent intelligence platforms** ![AI powered talent intelligence platforms ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685945087c933ab2d5c75e6c_Long-term-benefits-02-1-1024x705.avif) [**AI-powered Talent Intelligence platforms**](https://draup.com/talent/blog/the-role-of-talent-intelligence-in-hiring-and-growing-a-skilled-workforce/) provide real-time insights that enable talent acquisition teams to anticipate and adapt to future workforce requirements. As a result, these teams can build a robust, future-ready workforce capable of handling both current and future business challenges. #### **1.Anticipating redundant roles and foreseeing future skillsets:** AI Talent Intelligence platforms identify roles that are likely to become obsolete due to technological advancements and shifting business needs. It is crucial for talent acquisition teams to plan transitions, minimize disruptions, and avoid a bottom-heavy workforce structure filled with outdated skills. AI-powered talent intelligence platforms consider current and future industry trends, technological advancements, and market dynamics. This allows them to provide insights into emerging skills that organizations will need to stay competitive. Talent acquisition teams can use this insight to strategically plan their talent acquisition and development efforts. Draup conducted a comprehensive analysis of skills that will be critical and relevant in 2030. The above infographic must give you an idea of the emerging and futuristic skills. Job roles such as Software Development Engineers, Software Test Engineers, and Systems Engineers will transition into Generative AI Developers and other in-demand, critical roles. Furthermore, individuals with critical skills can transition into Generative AI roles such as Generative AI Architect, AI Bias Expert, or Language Modeling Engineer. This allows them to stay current and relevant in the rapidly evolving tech landscape. #### **2\. Aligning strategically with real-time insights:** AI-powered Talent Intelligence platforms enable talent acquisition teams to adopt a model that leverages real-time market insights. This approach allows organizations to align market trends with their business objectives. AI talent intelligence platforms offer valuable insights based on role, location, and skill level combinations. Talent acquisition teams can select the preferred role, location, and skills, and access analytics on talent supply and demand, skill-based talent counts, and cost parameters. Additionally, the platform’s dashboard aids in understanding roles and responsibilities. It also helps users navigate the higher-level job taxonomy to identify alternative recruitment roles. #### **3\. Balancing reskilling with external hiring:** The understanding of future skill requirements enables talent acquisition teams to reskill employees and tailor their recruitment processes to attract candidates with the required skills. With AI-powered Talent Intelligence platforms, talent acquisition teams can determine the proportion of the workforce that needs reskilling. Additionally, they can identify the gaps that must be filled through external hiring. This approach ensures a continuous alignment of workforce capabilities with business objectives, fostering innovation and staying competitive in the market. ### **AI for strategic talent management: A case study** A global telecom leader, with a total workforce of 80,000+, worked with Draup’s AI Talent Intelligence platform due to: - Poor visibility into the talent market, hindering their ability to make recruitment, retention, and development decisions. - Lack of insights to compete for emerging skills. - Inadequate actionable insights on the global distribution of specific skills. With Draup’s insights into skill trends, peer activities, and talent acquisition and retention strategies, they were able to navigate the complexities of the global talent market more effectively due to the following benefits: 1. A better perception of the talent market for better talent acquisition decisions. 2. Understanding of the talent distribution and strategic skills areas to compete for critical emerging skills. 3. Insight into skill importance, availability, and competitive positioning relative to other major telecom players. Draup helps companies like Pepsico, Randstad, Vodafone, Paypal, Pfizer, and Intuit understand trends and plan early. It also factors in futuristic roles to drive innovation and growth. [**Register for a Demo**](https://draup.com/book-a-demo) **!** ### Related Articles [![Hiring Trends](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6867675e2a75a8aa27737fbb_3-Emerging-Hiring-Trends-to-Implement-in-2022-.avif)\\ \\ **3 Emerging Talent Acquisition Strategies to Implement in 2025** \\ \\ With the hiring market becoming increasingly competitive, Talent Acquisition Strategies bear the brunt of operating faster and smarter.\\ \\ July 23, 2025](https://draup.com/talent/blogs/3-emerging-talent-acquisition-strategies-to-implement-in-2025) [![Model Context Protocol](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68762d5079c00796695aae8e_TECH-BLOG2%205.avif)\\ \\ **Draup Data Now Available via the Model Context Protocol (MCP)** \\ \\ Access Draup’s intelligence via MCP to power LLMs with real-time data—enabling richer prompts, faster RAG, and easier AI integration.\\ \\ July 15, 2025](https://draup.com/talent/blogs/draup-data-now-available-via-the-model-context-protocol-mcp) Subscribe to the newsletter Get the latest talent experience insights delivered to your inbox. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Positioning and Messaging Insights [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ## How Positioning and Messaging Drive Your Go-To-Market (GTM) Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6839718b7d989e2c31fe8e97_Size%3DSmall%2C%20Color%3DRegular%20(1).svg) Team Draup 4 min read December 19, 2023 Share Positioning and messaging stand as the foundational pillars for a [**robust Go-To-Market (GTM) strategy**](https://draup.com/sales/blog/a-go-to-market-strategy-to-make-the-most-out-of-b2b-data/), steering businesses toward sustained growth. Without a clear, resonant positioning and messaging framework, even the most innovative products can get lost in the noise of the market. # **Understanding Positioning in Go-To-Market Strategy** Positioning encapsulates how a company wants its audience to perceive its brand, products, or services relative to competitors. It delineates a [**unique value proposition**](https://draup.com/sales/blog/how-to-craft-pitch-your-unique-value-proposition-for-2x-conversions/) that answers the fundamental question: “Why should customers choose us?” Research reveals that **companies with a clear and differentiated positioning strategy are 2.8 times more likely to experience above-average growth compared to their counterparts.** A strategic positioning approach involves: - **Thorough Market Analysis:** Data-driven insights into market needs, competitor landscapes, and consumer behaviors form the bedrock of effective positioning. - **Leveraging Unique Value Proposition (UVP):** A concise articulation of what sets your offering apart from the competition, focusing on solving specific pain points for your target audience. - **Target Audience Alignment:** Precision in identifying and understanding the needs, preferences, and pain points of the intended customer base. This strategic approach to positioning helps businesses carve a distinctive place in the minds of consumers. Notably, **64% of consumers claim shared values as the primary reason they have relationships with brands**, emphasizing the importance of aligning positioning with customer values. ### **Strategic Positioning with Draup: Navigating Emerging Trends** Draup’s [**Sales Intelligence**](https://draup.com/sales/blog/sell-smart-the-game-changing-role-of-sales-intelligence-unveiled/) Platform is a game-changer in positioning businesses to navigate emerging use cases and trends. It provides actionable insights and enables companies to adapt to the changing market landscape efficiently. Here’s how Draup’s Sales Platform facilitates this strategic positioning: 1. **Early Trend Recognition**: Draup’s smart technology identifies emerging trends swiftly, giving businesses a competitive edge by predicting market shifts before they become widespread. 2. **Understanding Market Needs**: By analyzing vast data sets, Draup assists in decoding customer behaviors and preferences. This data-driven understanding helps companies tailor their products or services to meet evolving market demands effectively. 3. **Adaptive Strategies**: Draup’s platform offers real-time insights that guide businesses in adjusting their messaging and strategies swiftly. This flexibility ensures alignment with emerging use cases and trends, keeping companies ahead of the curve. 4. **Strategic Decision-Making**: With Draup’s Sales Intelligence, companies make informed decisions based on data, ensuring their positioning aligns seamlessly with emerging trends. Data-backed and forward-thinking, Draup’s Sales Intelligence Platform empowers businesses to anticipate, adapt, and position themselves strategically amidst emerging use cases and trends. ### **Messaging: The Art of Effective Communication** Messaging complements positioning by translating the essence of the company’s value proposition into clear and compelling communication. It serves as the bridge between the product’s unique strengths and the customer’s needs. Crafting compelling and tailored messages that [**resonate with customers’ pain points**](https://draup.com/sales/blog/buyer-intelligence-101-how-it-works-what-it-is-and-why-you-need-it/) and aspirations is key. Studies demonstrate that **personalized messaging improves conversion rates by up to 202%.** Key facets to consider within messaging strategy include: - **Clarity and Simplicity:** Crafting messaging devoid of jargon or complex language enhances audience resonance and understanding. - **Consistency Across Channels:** Aligning messaging cohesively across all touchpoints strengthens brand identity and reinforces desired perceptions. - **Emotional Connection:** Beyond features, tapping into emotions or addressing specific challenges fosters deeper engagement and cultivates customer loyalty. Consistency remains the cornerstone of impactful messaging strategies. Businesses that uphold uniformity across all communication channels observe a substantial 23% increase in revenue. This emphasizes the significance of delivering a coherent brand story that remains consistent across marketing materials, sales pitches, and customer interactions.Top of Form ### **Hyper-Personalization with Draup: Targeting the Right Buyers** Draup’s Sales Platform revolutionizes how sales teams engage high-opportunity buyers through [**hyper-targeted messaging**](https://draup.com/sales/blog/personalize-your-sales-outreach-with-sales-intelligence/). With its robust suite of features, Draup enables businesses to craft personalized messages aligned with buyer preferences, ensuring a more impactful outreach strategy. It facilitates - **High-Opportunity Focus**: Draup identifies and prioritizes high-opportunity buyers, enabling teams to channel efforts more effectively towards these prospects. - **Stakeholder Identification**: The platform helps pinpoint relevant stakeholders within target organizations, ensuring messages reach decision-makers and influencers. - **Deep Customer Understanding**: Leveraging Draup’s insights, teams gain comprehensive knowledge about their ideal customers, enabling tailored communication that resonates with their needs. - **Trigger Event Utilization**: Draup allows for personalized outreach based on trigger events, ensuring messages are timely and relevant to current buyer circumstances. ### **The Synergy of Positioning and Messaging in GTM Strategy** When positioning and messaging work hand-in-hand in a [**sales strategy**](https://draup.com/sales/blog/5-step-sales-strategy-for-2023-streamline-your-sales-process-to-close-deals-3x-faster/), it’s a big deal. It’s not just about making the brand visible; it’s about making customers trust and stick around. Surprisingly, 91 out of 100 people switch to a brand that tells a more honest and clearer story. A good sales strategy lines up how you talk about a product with who you’re talking to and where you’re saying it. This connection can boost how much money a company makes by 20% and cut down how long it takes to make a sale by 35%. Having a clear plan for how to talk about a product affects every part of a sales strategy: - **Getting Into New Markets**: Helps figure out where to put effort when trying new things or selling new stuff. - **Helping Sales Teams**: Gives them the right things to say to fix customer problems and sell faster. - **Building Trust and Fans**: Makes a strong brand that keeps customers around and gets people talking about it. ### **Leveraging Data for Positioning and Messaging** Insights derived from data are the game-changer when it comes to how your business communicates with your audience. It’s not just about sending messages; it’s about sending the right messages that resonate and drive results. Here’s why data matters: 1. **Understanding Customer Behavior:** Insights into your customers’ actions and preferences are gold. They help tailor your messages for maximum impact, ensuring you speak their language and meet their needs effectively. 2. **Keeping Tabs on Competition:** Monitoring your competitors’ strategies provides valuable insights. It’s like having a roadmap, showing you how to differentiate yourself and stay ahead in your market. 3. **Leveraging AI for Tailored Insights:** AI-driven analytics aren’t just buzzwords; they’re your secret weapon. They enable you to adapt your messaging in real time, ensuring it’s always relevant and personalized. **Draup for Sales** is an AI-Powered Sales Intelligence tool that understands the power of insights. It helps businesses like yours turn this knowledge into actionable stragtegies. By leveraging data-driven approaches, Draup empowers you to position your brand effectively. It helps you craft messages that truly resonate with your audience, driving your business toward sustained growth and success. ### Related Articles [![AI-Powered Personalization for ABM ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685a68958f27ac039c771e8a_The-Evolution-of-Enterprise-Sales-From-Rolodexes-to-AI-Powered-Personalization-for-ABM-1.avif)\\ \\ **The Evolution of Enterprise Sales: AI-Powered Personalization for ABM** \\ \\ Explore AI-Powered Personalization for ABM and how it transforms precision-driven enterprise sales strategies.\\ \\ May 28, 2025](https://draup.com/sales/blog/the-evolution-of-enterprise-sales-ai-powered-personalization-for-abm) [![Account planning](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68594774375af49da677afe7_Unlocking-Trapped-Value-How-Better-Account-Planning-Saves-Millions.avif)\\ \\ **Unlocking Trapped Value: How Better Account Planning Saves Millions** \\ \\ Unlock hidden value with AI-powered account planning: cut costs, reduce ramp time, and improve outreach precision for enterprise sales teams.\\ \\ May 5, 2025](https://draup.com/sales/blog/unlocking-trapped-value-how-better-account-planning-saves-millions) Subscribe to the newsletter Get the latest talent experience insights delivered to your inbox. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## AI-Driven Sales Strategies [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ## Using AI-driven Account Planning to Identify High-Potential Enterprise Sales Opportunities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6839718b7d989e2c31fe8e97_Size%3DSmall%2C%20Color%3DRegular%20(1).svg) Team Draup 2 min read March 13, 2025 Share A key challenge in account planning for enterprise ABM is not just finding accounts from your Serviceable Obtainable Market (SOM), but also shortlisting the ones with high potential, identifying the correct time to engage – thus edging out your competitors chasing the same set of accounts. AI-driven account planning makes this possible by: - **Prioritizing accounts based on real-time market/account-level signals** (executive movements, business expansion plans, new product launches etc) to engage at the right time. - **Tracking competitor activity** to ensure timely reach outs, with relevant messaging highlighting your edge over competitors. - **Analyze account’s current installed base** to uncover integration opportunities, target competitor weaknesses, and position your solution for strategic displacement and expansion. This data-driven account planning approach helps sales teams engage smarter, prioritize better, and gain a competitive edge. # **AI-Driven Account Planning: A Step-by-Step Approach for Maximum Impact** Account planning is a continuous, intelligence-driven approach that enables sales teams to focus on the right accounts at the right time. Here’s how to pick up the right accounts: #### **Step 1: Prioritizing accounts based on real-time market/account-level signals** Focus on those showing strong real-time buying signals, such as: - **Use hiring & technology investments as a predictor of upcoming purchases –** Enterprises ramping up hiring in cloud security, AI, or analytics are preparing for large tech investments. Ignoring these signals means engaging too late in the buying cycle. - **Track M&A activity to identify companies actively reassessing vendors –** Most enterprises undergoing mergers reassess vendor contracts. Ignoring these shifts means missing a prime engagement window. #### **Step 2: Tracking Competitor Movements for Strategic Positioning** Competitor engagement can make or break a deal. Monitoring which accounts competitors are targeting helps sales teams proactively position their solutions where they have the strongest advantage - **Track Competitor-Engaged Accounts –** Accounts evaluating alternative solutions may still be open for engagement. Lack of visibility into competitor engagements can lead to missed opportunities. - **Identify Weak Spots in Competitor Offerings –** If existing vendors fail to meet expectations, accounts become more open to switching. Research shows that [**68% of customers leave due to perceived indifference from vendors**](https://www.salesforce.com/news/stories/customer-engagement-research/?utm_source=google&utm_medium=blog-sales&utm_campaign=internal%20link) **.** - **Time Your Pitch Strategically –** Stay ahead by tracking competitor pricing shifts, contract renewals, and market positioning. #### **Step 3: Analyze account’s current installed base** Understanding an account’s existing tech partnerships and outsourcing landscape helps uncover expansion opportunities and optimize engagement strategies. Here’s how to leverage installed base insights effectively: **Pinpoint Expansion and Upsell Potential Through Outsourced Workloads –** Analyze outsourced IT workloads to identify investment areas and position your solution for expansion, cost optimization, or strategic advantage. **Map Partner Relationships to Unlock Strategic Engagement Paths –** Asses an account’s tech and service provider partnerships to identify co-sell opportunities, competitive positioning, or differentiation strategies. ### **The Way Forward: Transforming Account Planning into a Competitive Advantage** Winning enterprise sales isn’t about chasing every account—it’s about knowing which accounts to pursue, when to engage, and [how to outpace competitors](https://draup.com/sales/blog/outpace-your-competitors-with-deep-insights-into-their-business). AI-driven sales intelligence makes this process sharper, faster, and more strategic. By leveraging data-driven insights to track real-time business signals, monitor competitive movements, and prioritize high-value opportunities, sales teams can shift from reactive selling to proactive engagement. This isn’t just about efficiency—it’s about transforming account planning into a competitive advantage that drives revenue growth. AI-powered Sales Intelligence isn’t the future of account planning—it’s the present. The teams that harness it today will be the ones closing the biggest deals tomorrow. _Ready to transform your account planning process?_ _Book a_ [**_demo_**](https://draup.com/book-a-demo) _now to see how  Draup’s AI powered Sales Intelligence platform can help you identify high-potential accounts, track real-time signals, and outpace competitors._ ### Related Articles [![AI-Powered Personalization for ABM ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685a68958f27ac039c771e8a_The-Evolution-of-Enterprise-Sales-From-Rolodexes-to-AI-Powered-Personalization-for-ABM-1.avif)\\ \\ **The Evolution of Enterprise Sales: AI-Powered Personalization for ABM** \\ \\ Explore AI-Powered Personalization for ABM and how it transforms precision-driven enterprise sales strategies.\\ \\ May 28, 2025](https://draup.com/sales/blog/the-evolution-of-enterprise-sales-ai-powered-personalization-for-abm) [![Account planning](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68594774375af49da677afe7_Unlocking-Trapped-Value-How-Better-Account-Planning-Saves-Millions.avif)\\ \\ **Unlocking Trapped Value: How Better Account Planning Saves Millions** \\ \\ Unlock hidden value with AI-powered account planning: cut costs, reduce ramp time, and improve outreach precision for enterprise sales teams.\\ \\ May 5, 2025](https://draup.com/sales/blog/unlocking-trapped-value-how-better-account-planning-saves-millions) Subscribe to the newsletter Get the latest talent experience insights delivered to your inbox. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## AI Sales Agents [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # AI Sales Agents for Every GTM Workflow Purpose-built AI agents for sales and account teams, helping enterprises plan, prospect, and execute smarter across the entire GTM lifecycle. 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GDPR/CCPA Aligned 140+ Countries 240 Languages 33 Industries Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ## Teams that use AI Sales Agents for GTM workflows see immediate results ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69281f9a1ab3c731da985904_Rocket.svg) 80% Faster Research ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69281f995d19845efe7d4b33_Skill.svg) 3x More Qualified Leads ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69281f9a31dc22e1169c1ff9_Graph-up.svg) 45% Higher Win Rates ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69281f992e1edabdd8f3a1b5_Handshake.svg) 2x Faster Deal Progression ## All Agents [Coming Soon\\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/691435b7d85f773973c27e55_Right%20Arrow%20Dark.svg) **SWOT Analysis** \\ Plan account strategy with a live, data-driven view of strengths, risks, and opportunities. \\ \\ Account Planning](https://draup.com/sales/agents/swot-analysis) [Coming Soon\\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/691435b7d85f773973c27e55_Right%20Arrow%20Dark.svg) **Client Risk Analysis** \\ Spot churn early, understand root causes, and prioritize the accounts that need action.\\ \\ Account Planning](https://draup.com/sales/agents/client-risk-analysis) [Coming Soon\\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/691435b7d85f773973c27e55_Right%20Arrow%20Dark.svg) **ABM Intelligence** \\ Turn any target account into a clear, insight-driven plan for precise engagement. \\ \\ Account Planning](https://draup.com/sales/agents/abm-intelligence) [Coming Soon\\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/691435b7d85f773973c27e55_Right%20Arrow%20Dark.svg) **GCC Opportunity Analysis** \\ Identify where, why, and how a customer can expand or optimize their GCC footprint. \\ \\ Market Expansion](https://draup.com/sales/agents/gcc-opportunity-analysis) [Coming Soon\\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/691435b7d85f773973c27e55_Right%20Arrow%20Dark.svg) **Persona Analysis** \\ Benchmarks your offerings against competitors and surfaces differentiators. \\ \\ Buyer Insights](https://draup.com/sales/agents/persona-analysis) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## AI Sales Agents that Deliver Value for Every GTM Team ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692821fd9fdcd9af1987a402_Rocket%20(2).svg) ### Sales & Account Executives Accelerate prospecting, personalize outreach at scale, and reduce time spent researching accounts so they can focus on selling and closing. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6928221dc9bc071b59284a8f_Hiring%20Difficulty.svg) ### SDRs & BDRs Get immediate access to Draup’s data intelligence through our SaaS platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ecc36b5abaa6e5ce09d175_Stats%20(1).svg) ### Revenue & Sales Operations Leverage AI agents to automate reporting, forecasting, CRM hygiene, and data workflows, creating cleaner insights and greater operational efficiency. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e4d39d288afa67f9db1b0d_User-group%20Green.svg) ### Sales Enablement Teams Build consistent messaging, sales plays, and readiness materials powered by real-time account, persona, and competitive insights. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ee54baecef671091fd3ff2_Handshake%20(2).svg) ### Channel & Partner Teams Depend on AI agents to evaluate partner opportunities, analyze co-selling motions, and surface ecosystem insights. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6928226c64937f7b31503687_Graph-up%20(2).svg) ### GTM Leaders & Executives Get unified insights across pipeline, accounts, competitors, and market signals to make more strategic and predictable growth decisions. ## Use Cases Across the GTM Workflow ##### 1 ### Planning & Strategy Create smarter GTM plans with instant insights into markets, whitespace, competitors, and account potential. ##### 2 ### Prospecting Find qualified prospects faster with automated lead discovery, buying-signal detection, and personalized outreach angles. ##### 3 ### Direct Sales Advance deals with real-time account insights, competitive context, and recommended actions for each stage of the sales cycle. ##### 4 ### Partner-Driven Sales Identify ecosystem overlaps, uncover co-sell opportunities, and streamline collaboration with partners across shared accounts. ##### 5 ### Account Management Strengthen customer relationships by tracking account health, identifying expansion paths, and surfacing renewal or upsell opportunities. ## Accelerate Every Deal Cycle with AI Agents for Sales Give your teams always-on agentic intelligence that speeds up every step of your GTM motion; from account identification to deal closure. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b65f87486391871efc31fb_bg-mesh.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b65f4a8dacda1efed2254d_right-decor.svg) ## Impactful insights, delivered real-time Access insights via API, custom data feeds, the Draup platform or using MCP [![A image describes API Integration](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5fbb0d313863989f_Talent%20Home%201.png)\\ **APIs & Integrations** \\ \\ Best for\\ \\ Embedding live insights in workflows without storing data\\ \\ - Native integrations with 33+ CRMs, like Salesforce, Hubspot, Microsoft Dynamics CRM, etc.\\ - Real-time access to critical data\\ - Enhanced security and data Integrity\\ - Efficient API performance with flexible limits\\ \\ Learn more](https://draup.com/sales/data/api) [![A image describes Custom Data Feed](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5d70126026a86144_Talent%20Home%202.png)\\ **Custom Data Feed** \\ \\ Best for\\ \\ Analytics at scale & joining Draup with internal data\\ \\ - Highly customizable feeds for workflow needs\\ - Scheduled pushes to data lakes/warehouses (S3, ADLS, BigQuery, SFTP)\\ - Scalable use cases with the data\\ - Integrates with internal data assets for co-pilots/agents\\ \\ Learn more](https://draup.com/sales/market-intelligence-data) [![A image describes Draup AI-SaaS Platform](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743ad17b1f3b9e7b880d_2b96d6882b630cc8f72a05eaff642c8f_Talent%20Home%203.png)\\ **Draup Platform** \\ \\ Best for\\ \\ Fastest time-to-value, \\ \\ no build required\\ \\ - Ready-to-use UI with 200+ productized use cases & workflows\\ - Leverage visualizations & workflows to drive seller action with no overhead\\ - Enterprise controls: SSO, RBAC, governance\\ - Integrates UI & functionality into CRM apps\\ \\ Book a demo](https://draup.com/book-a-demo) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6915b1809e4e6dbbe661e559_mcp-image.png)\\ **Model Context Protocol** \\ \\ Best for\\ \\ Real-time Al workflows & LLM applications\\ \\ - Native integration with Claude, OpenAl, and MCP-compatible Al tools\\ - Zero ETL, models query live data without pipelines or reindexing\\ - Governed access with token-based scopes, Pll masking, and audit trails\\ - Grounded, real-time data prevents LLMs from generating outdated or inaccurate insight\\ \\ Learn more](https://draup.com/sales/data/model-context-protocol) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Powered by unparalleled global market data Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667933aa493926f0085975_White%20set%20(14).svg) 700M+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667933aa493926f0085975_White%20set%20(14).svg) 700M+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ## Frequently Asked Questions ### What are AI sales agents and how do they support GTM workflows? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) AI sales agents are intelligent, workflow-driven tools that help sales and revenue teams automate research, personalize outreach, and streamline day-to-day execution. They are designed to support planning, prospecting, and sales operations across the entire go-to-market lifecycle. ### How do AI agents improve sales planning and account strategy? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup’s AI Agents for sales analyze account data, customer profiles, and market signals to help teams build more informed account plans. They surface opportunities, stakeholders, whitespace, and action steps, reducing manual research and enabling stronger strategic decision-making. ### Can AI agents help with prospecting and pipeline generation? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. AI agents can identify high-fit prospects, prioritize leads based on fit and intent, and recommend outreach angles tailored to buyer needs. They also generate personalized messaging for channels like email and LinkedIn, helping teams build pipeline more efficiently. ### Do AI sales agents support competitive and market intelligence? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Absolutely. AI agents can benchmark offerings, analyze competitors, monitor industry trends, and detect emerging opportunities or risks. This helps sales reps position more effectively and stay ahead of shifts in the market. ### How can AI agents enhance sales enablement and rep productivity? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) AI agents can generate playbooks, recommend content, deliver real-time insights and more for each deal. By automating repetitive tasks, they free up sellers to spend more time on meaningful customer conversations. ### Do AI agents help with channel and partner sales workflows? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. AI agents can assist in identifying potential partners, aligning co-selling efforts, monitoring partner performance, and coordinating territory or account overlaps, improving efficiency across partner-led motions. ### How do AI agents support revenue leaders and sales operations? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) AI agents can automate reporting, and forecasting while synthesizing pipeline, performance, and market data. This gives operations and leadership teams real-time visibility to make better GTM decisions. ### How quickly can teams see value from AI agents? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Most teams see value immediately. AI agents are designed to work out of the box with minimal setup and can be customized to your ICPs, messaging, and workflows. ### Are AI sales agents customizable for different industries or GTM motions? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. AI agents can be tailored to your verticals, buyer personas, product lines, and sales motions (enterprise, SMB, outbound, partner-led, etc.) to ensure relevance and accuracy. ### How can I see these AI sales agents in action? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) You can request a [personalized walkthrough](https://draup.com/book-a-demo) to explore how AI agents fit into your team’s GTM workflows. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b661c6889daaea9cb148f6_Grid%20Bottom%20Light.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## IT Solutions Case Study [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # Penetrating new manufacturing accounts for a Tokyo based $26B global IT services & solutions leader Discover How Draup Enabled Revenue-Based Prospecting and Tech Stack Intelligence for Strategic Market Expansion ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440582100a3a09ce165d_Icon-user.svg) 113,000+ Employee Count ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406b7cd9129596beac3_Icon-doller.svg) $26 Bn Revenue ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406c7057d6b23b7f211_Icon-factory.svg) IT Services & Solutions Industry ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440592f0256f7d6a6e69_Icon-pin.svg) Tokyo, Japan Headquarters ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## About the Company The company is a leading global IT Services & Solutions leader offering solutions across three key segments: Technology Solutions for IT consulting and infrastructure, Ubiquitous Solutions for consumer electronics and automotive technologies, and Device Solutions for LSI devices and electronic components. This integrated approach enables innovation and operational efficiency across industries. ## Before Draup ##### 1 ### Limited Prospect Targeting Difficulty identifying suitable prospects across diverse manufacturing segments such as automotive, chemicals, and industrial equipment. ##### 2 ### Lack of Geographic Focus Limited insights into headquarters locations restricted focus on high-opportunity regions. ##### 3 ### Incomplete Tech Stack Visibility Insufficient understanding of ServiceNow and other technology adoptions hindered precision outreach. ## The Core Challenges ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e75bd941bdeb76b490562b_Icon%20Factory%20Pink.svg) To identify high-value prospects across manufacturing sub-segments using revenue-based filters. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d238d7787b622cdf1c12ff_Box-Icon-Pin.svg) To pinpoint key headquarters locations for strategic geographic targeting. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6926a1985d2538b48724fc36_Frame%20427320022.svg) To analyze tech stack adoption, including ServiceNow usage, for tailored prospect engagement. ## The Solution Enterprise Software ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db5d3341843b1e0c029555_send-icon.svg) DEALS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69245c69bb71af09ca26d982_DEALS.svg) ACCOUNTS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69245c69d0bfd891fc0a8b27_ACCOUNTS.svg) TECH STACK ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692456f10e34a6956f7be433_SALES%20TECH%20STACK.svg) SERVICE PROVIDERS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692456f2d468001e62c791dd_SERVICE%20PROVIDERS.svg) KEY EXECUTIVES ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692456f2432c5083079db96c_de7400d39da2cfdb199869e8f70cd27d_KEY%20EXECUTIVES.svg) 01 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e65bb2e17acaea0685df5f_Icon%20Stats.svg) Revenue-Based Prospecting Filtered and identified prospects across 13–15 manufacturing sub-segments using revenue thresholds for focused targeting. 02 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6926a2104577849d4e830fba_Location%20pin%20(2).svg) HQ Location Intelligence Provided granular visibility into the headquarters of manufacturing prospects to prioritize high-potential regions and geographies. 03 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6926a2c739b5b7a1a18bfc68_Projected-stats.svg) Technology Stack Analysis Delivered detailed analytics on tech adoption, including ServiceNow usage, enabling tailored outreach based on technology readiness. ## Outcome ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db59347578095bcb4adb4a_Icon-Rocket-Pink.svg) ### Accelerated Market Penetration Identified high-potential manufacturing prospects, driving faster deal conversions and expanded market presence. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f0f972a330d36392742d19_Icon%20Target%20Green.svg) ### Enhanced Sales Effectiveness Delivered personalized, technology-aligned solutions based on actionable insights, improving conversion rates and client satisfaction. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f86fdade219af6e3d69865_Icon%20Zap.svg) ### Improved Prospect Targeting Efficiency Reduced manual research time by automating prospect discovery and prioritization through Draup’s unified intelligence platform. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Powered by unparalleled global market data ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Draup Cookie Policy [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) [Talent Intelligence](https://draup.com/talent) [Sales Intelligence](https://draup.com/sales) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Company ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) [Talent Intelligence](https://draup.com/talent) [Sales Intelligence](https://draup.com/sales) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Company ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) # Cookie Policy Draup Inc., 24 Waterway Ave, Suite 850, The Woodlands, TX 77380, ("Draup") (hereinafter: “the company,” “we,” “us,” or “our”) is the owner and provider of  [https://draup.com/](https://draup.com/) and its various sub-domains (hereinafter collectively referred to as: the website or site), in connection with which it processes certain website visitor information and personal data as a controller of personal data. One of the ways we do this is through the use of "cookie" technology, whereby small text files are stored on the visitor's computer. We use cookies only to read the information that was stored on your hard drive by the cookie that was placed in connection with our website or our partners' websites, with the exact list of such cookies and their functions given below. ## **1\. General information about cookies** ### **1.1. What are cookies‍** “Cookies” are a technology used by modern websites to collect and store certain settings and technical information of the website visitor, with which it is possible to identify certain characteristics of an individual visitor. This information reveals, among other things, when and how visitors use the website and allows the company to continually improve its site. The use of cookies is a common and widespread practice on many modern websites. The company can also use its own cookies and the cookies of its advertising partners to advertise its products and services to relevant visitors elsewhere on the Internet (i.e., not just on its own website), whereby the company does this only when granted the consent of an individual visitor to install **optional cookies** that are provided to the company by its advertising partners. Agreeing to the installation of cookies can also offer you certain advantages as a visitor, such as saving your settings, filling out various forms with pre-prepared entries, better adaptation of the website to your device or your needs, etc. ## **2\. Your permission to install cookies** When visiting our website, a pop-up window shall notify you that, except for the installation of our necessary cookies (which are required for the normal operation of the website, e.g., saving your settings or adjusting the display dimensions to your device): - **“Accept” –** By clicking “Accept”, you allow us to store analytics and marketing cookies on your device, in addition to the strictly necessary cookies that are always active. Before you give this consent, our analytics tool (Google Analytics 4) runs in a limited, privacy-friendly mode that does not use cookies and only produces aggregated, non-identifying statistics. - **“Reject”** – By clicking “Reject”, no analytics or marketing cookies will be installed, and only the necessary cookies required for website functionality will remain active. Our analytics tool may continue to operate in its limited, cookie-less mode so that we can measure basic site usage without storing identifiers on your device. - **“Preferences”** – By clicking “Preferences”, visitors can open the “Manage Consent Preferences by Category” section to customize which categories of optional cookies (for example, analytics and/or marketing cookies) they consent to. Necessary cookies remain enabled and cannot be disabled through these settings. Installed cookies can also be removed at any time, in accordance with the instructions below. Do not click the buttons for installing individual types of cookies when visiting our website if you do not want cookies to be installed on your device when visiting our website. Should you wish to remove the cookies that might have been installed previously, please follow the procedure laid down below. Removal or blocking of cookies may result in suboptimal operation of this website. ## **3\. How Long Cookies Last** The website uses both “session Cookies” and “persistent Cookies.” Session Cookies operate during the time you visit our websites or until the end of a particular web browsing session. They expire and are automatically deleted when you close your browser. Persistent Cookies do not expire when you close your browser. They remain on your browser or device until the time they are set to expire (which varies by Cookie) or until you delete them (e.g., through your browser settings). ## **4\. Descriptions of individual services offered by our advertising partners** #### **Google Analytics (GA4)** We use Google Analytics 4 (“Google Analytics”), a web analytics service provided by Google LLC, 1600 Amphitheatre Parkway, Mountain View, CA 94043, USA (“Google”), to understand how visitors use our website and to improve our services. Google Analytics collects information such as the pages you visit, how long you stay on them and how you navigate our site. In our configuration: - IP addresses are anonymised by Google before storage. - We do not use the “User-ID” feature and we do not send names, email addresses or similar directly identifying information to Google Analytics. - Data is retained only for a limited period in line with our data-minimisation practices. We also use **Google’s Consent Mode**. This means that, before you have given consent for analytics cookies, Google Analytics operates in a restricted, privacy-friendly mode where no analytics cookies are stored on your device and only limited, aggregated measurement data is collected. If you consent to analytics cookies via our cookie banner, Google Analytics may then set cookies and use more detailed information (such as approximate location and device characteristics) to provide us with richer usage statistics. In jurisdictions where consent is required (such as the European Economic Area and the United Kingdom), the legal basis for placing analytics cookies is your consent. You can refuse analytics cookies when first visiting the site or change your choices at any time using the cookie settings available on our website. For more information about how Google processes data, please see Google’s privacy and security information at [https://policies.google.com/privacy](https://policies.google.com/privacy) and its information on technologies such as cookies at [https://policies.google.com/technologies/cookies](https://policies.google.com/technologies/cookies). ## **5\. How to manage cookies?** You may choose which cookies to install through our cookie pop-up. You can also control and change cookie settings in your own web browser. In case you want to delete cookies from your device, we advise you to follow the described procedures. By doing so, you will most likely limit the functionality of not only our website but also most other websites, as the majority of modern websites use cookies. **For more information on cookie settings, select the web browser you are using:** [_Google Chrome_](https://support.google.com/chrome/answer/95647?hl=en-GB) [_Internet Explorer_](https://support.microsoft.com/en-us/kb/260971) [_Mozilla Firefox_](https://support.mozilla.org/en-US/kb/cookies-information-websites-store-on-your-computer) [_Safari (desktop)_](https://support.apple.com/en-us/guide/safari/manage-cookies-and-website-data-sfri11471/mac) [_Safari (mobile)_](https://support.apple.com/en-us/HT201265) [_Android Browser_](http://support.google.com/ics/nexus/bin/answer.py?hl=en&answer=2425067) [_Opera_](http://www.opera.com/help) [_Opera Mobile_](http://www.opera.com/help/mobile/android#privacy) ‍ ‍ Quick Links [Privacy Policy](https://draup.com/privacy-policy) [EU User Privacy Policy](https://draup.com/eu-user-privacy-policy) [Legal Disclaimer](https://draup.com/legal-disclaimer) [GDPR Info](https://draup.com/gdpr) [Do Not Sell My Personal Info](https://draup.com/do-not-sell-my-personal-information) Cookie settings ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Salesforce AppExchange Insights [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/690dce8248227e7368951f7a_snowflake-sales.png) # Global Market Data and Sales Intelligence on Salesforce AppExchange Enrich every account, lead, and opportunity with real buyer insights, decision-maker intelligence, technology stacks, outsourcing relationships, hiring signals, and competitor activity. [Book a Demo](https://draup.com/book-a-demo) [View all datasets](https://draup.com/sales/data/marketplaces/salesforce-appexchange#available-datasets) GDPR/CCPA Aligned 140+ Countries 240 Languages 33 Industries Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ## The Draup + Salesforce Advantage Salesforce is where GTM teams run their pipeline. Draup brings the external intelligence required to make those pipelines smarter, more accurate, and more predictive. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ef5dfbbad6094c29394150_Icon%20Arrows%20Pink.svg) #### AppExchange availability Access Draup datasets and intelligence directly through the Salesforce AppExchange for easy procurement, governance, and deployment. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/690dcfcf8163acb100835724_Frame%20427320427.svg) #### CRM enrichment Sync Draup account, buyer, and technographic insights into Salesforce objects for deeper context at every stage of the sales cycle ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7aa9672f4206bee98b634_Icon%20Robots%20Yellow.svg) #### AI-ready data Use Draup’s datasets to power more accurate scoring, qualification, and automated decision-making across your sales processes. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6926aad95cb81fd18ad659a4_Frame%20427320038.svg) #### Unified GTM intelligence Blend Draup external data with CRM data to improve account prioritization, ABM, whitespace analysis, and territory planning. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Available Sales Datasets ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e65bb2e17acaea0685df5f_Icon%20Stats.svg) #### Global Accounts Intelligence A unified, dynamic view of global companies, from foundational firmographics to deep insights on financials, IT spend, outsourcing relationships, and leadership moves. Includes curated alerts on competitor landscapes and market shifts. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/690dcde09363d20987a0a389_Project.svg) #### Buyers Data Detailed professional profiles of executives and decision-makers with roles, responsibilities, career trajectories, and influence networks. Goes beyond contacts to reveal budget authority, skills, and organizational context. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/690dcdf735a7f84c79cafd36_Suitcase.svg) #### Global Job Postings Data Comprehensive, real-time view of hiring demand across industries and geographies. Captures roles, skills, certifications, pay signals, and technologies, mapped to business functions and workloads. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e667e61eb8eaab97150b25_Handshake.svg) #### Outsourcing Deals Data Deep visibility into enterprise outsourcing engagements, including scope, timelines, providers, workloads, and technologies involved. Surfaces vendor ecosystems and competitive activity across industries. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f0f8c217fbb4c5f65e1224_Techstack%20(1).svg) #### Technographics Data Dynamic insights into enterprise technology stacks, software products, platforms, adoption intensity, and developer affiliations. Tracks current deployments and emerging tech adoption trends. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fc602797b0ed2bf377c12c_Cube.svg) #### Consolidated Sales Intelligence Package Unified subscription combining Draup’s accounts, buyers, job postings, outsourcing, and technographics datasets into one powerful view. ## Get Started with Draup on Salesforce AppExchange Bring the world’s most comprehensive sales intelligence into your Salesforce environment. Always fresh, CRM-ready, and built for revenue teams. [Book a Demo](https://draup.com/book-a-demo) [Explore Draup on AppExchange](https://appexchange.salesforce.com/appxListingDetail?listingId=a0N4V00000GujyJUAR&tab=d) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b65f87486391871efc31fb_bg-mesh.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b65f4a8dacda1efed2254d_right-decor.svg) ## Impactful insights, delivered real-time Access insights via API, custom data feeds, the Draup platform or using MCP [![A image describes API Integration](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5fbb0d313863989f_Talent%20Home%201.png)\\ **APIs & Integrations** \\ \\ Best for\\ \\ Embedding live insights in workflows without storing data\\ \\ - Native integrations with 33+ HCM, HRIS, ATS and more, like Workday, SAP Successfactors, etc.\\ - Real-time access to critical data\\ - Enhanced security and data Integrity\\ - Efficient API performance with flexible limits\\ \\ Learn more](https://draup.com/talent/data/api) [![A image describes Custom Data Feed](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5d70126026a86144_Talent%20Home%202.png)\\ **Custom Data Feed** \\ \\ Best for\\ \\ Analytics at scale & joining Draup with internal data\\ \\ - Highly customizable feeds for workflow needs\\ - Scheduled pushes to data lakes/warehouses (S3, ADLS, BigQuery, SFTP)\\ - Scalable use cases with the data\\ - Integrates with internal data assets for co-pilots/agents\\ \\ Learn more](https://draup.com/talent/labor-market-data) [![A image describes Draup AI-SaaS Platform](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743ad17b1f3b9e7b880d_2b96d6882b630cc8f72a05eaff642c8f_Talent%20Home%203.png)\\ **Draup Platform** \\ \\ Best for\\ \\ Fastest time-to-value, \\ \\ no build required\\ \\ - Ready-to-use UI with 200+ productized use cases & workflows\\ - Leverage visualizations & workflows to drive seller action with no overhead\\ - Enterprise controls: SSO, RBAC, governance\\ - Integrates UI & functionality into CRM apps\\ \\ Book a demo](https://draup.com/book-a-demo) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6915b1809e4e6dbbe661e559_mcp-image.png)\\ **Model Context Protocol** \\ \\ Best for\\ \\ Real-time Al workflows & LLM applications\\ \\ - Native integration with Claude, OpenAl, and MCP-compatible Al tools\\ - Zero ETL, models query live data without pipelines or reindexing\\ - Governed access with token-based scopes, Pll masking, and audit trails\\ - Grounded, real-time data prevents LLMs from generating outdated or inaccurate insight\\ \\ Learn more](https://draup.com/talent/data/model-context-protocol) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Powered by unparalleled global labor & market data Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Talent Acquisition Metrics [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ## Six Metrics for Optimal AI Talent Acquisition and Management ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6839718b7d989e2c31fe8e97_Size%3DSmall%2C%20Color%3DRegular%20(1).svg) Team Draup 3 min read July 27, 2023 Share The success of an organization is dependent on AI talent acquisition and [talent management](https://draup.com/talent/ceo-newsletter/the-future-of-talent-management/) in today’s business environment. So, organizations must attract and retain top talent for ongoing growth and innovation. The success of these initiatives, however, cannot be left to chance. To evaluate the success of AI talent acquisition and talent management strategies, data-driven approaches are crucial. # **Key Metrics for AI Talent Acquisition** #### **Time-to-Fill** **The time between posting a job opportunity and employing a candidate is referred to as the ‘time-to-fill.’** AI talent acquisition can help decrease time-to-fill, as prolonged hiring procedures may lead to lost opportunities and higher costs. Organizations can evaluate their effectiveness in finding and securing the right talent by tracking this metric. #### **Cost per Hire** **The cost-per-hire measure is a crucial sign of a company’s effectiveness in hiring**. AI talent acquisition considers all costs associated with the hiring process, including advertising, staffing firms, and interviews. Organizations can analyze the return on investment for each recruitment channel and manage their recruitment budget by determining the cost per hire. #### **Candidate Quality** **Assessing the caliber of candidates chosen is important to fill roles promptly and cost-effectively**. Organizations must establish criteria for what qualifies as candidate quality and create tools for evaluating it impartially. AI talent acquisition can support this by helping identify qualified employees who align with the company’s values and culture, positively impacting team dynamics, productivity, and overall performance. #### **Offer-Acceptance Rate** The ratio of job offers accepted to those rejected reveals a lot about the efficiency of your staff. While some refusals are due to factors beyond your control, others result from cultural, pay, or job duties mismatches that AI talent acquisition can help identify early. Understanding a candidate’s motives, pay expectations, job scope, and cultural fit early in the process enables more informed decisions, and improves your offer acceptance rate. ### **Key Metrics for Talent Management** #### **Employee Turnover Rate** [Employee turnover rate](https://draup.com/talent/blog/how-ai-is-helping-enterprises-increase-talent-retention-rates/) gauges the proportion of workers who depart a company during a given time frame. High turnover rates may be a sign of deeper problems with the company, such as ineffective management or terrible working conditions. Monitoring and evaluating turnover rates enable the development of employee engagement and talent management initiatives. #### **Employee Engagement** **Employee dedication and excitement toward their work and the organization are measured by employee engagement.** Employees who are engaged are more likely to be creative and imaginative as well as less inclined to look for alternative work. While AI talent acquisition helps bring in the right candidates, implementing routine employee engagement surveys and acting on the input obtained can greatly enhance team morale and retention rates. ### **Align Metrics with Organizational Goals** **Organizations must connect these indicators with their goals and objectives to get value**. AI Talent acquisition and management teams can select pertinent indicators that help them directly achieve the company’s strategic priorities aligned with the vision, mission, and goals. Organizations are better able to assess their success and growth by setting target benchmarks for each statistic. #### **Data collection and analysis** The foundation of an effective application of talent metrics is accurate and trustworthy data collecting. Organizations can gather pertinent information for each indicator by using a combination of technology, surveys, and feedback channels. Effective data analysis enables HR professionals to address talent concerns early on by delivering valuable insights and informed decision-making. #### **Integrate metrics into talent strategies** Talent metrics must be incorporated into the overall AI [**talent acquisition**](https://draup.com/talent/blog/the-impact-of-gen-z-on-the-labor-market-attracting-retaining-next-gen-workers/) and talent management plans; simple data gathering and analysis are insufficient. The use of a data-driven strategy in performance management and recruitment enables HR professionals to make data-supported decisions, producing better talent outcomes. #### **Best practices for utilizing talent metrics:** - Talent metrics should be regularly monitored and reported to track improvement. - Using benchmarking against competitors in the same industry to analyze competitiveness and pinpoint development opportunities. - Seeking feedback from potential applicants, employees, and managers to obtain a better understanding and quickly address issues. ### **Conclusion** Organizations may enhance their AI talent acquisition strategies, entice top talent, and develop a motivated and engaged workforce that fuels sustained success by adopting data-driven approaches and utilizing the five essential indicators described in this article. Talent intelligence platforms like Draup can lower AI **talent acquisition** costs and enhance recruiting tactics for banks. Banks may get insightful information and engage top prospects with the use of powerful data analytics and AI. It offers precise data sets, properly processed data, and data points with specialized reports and insights to help you identify the ideal candidate for your business requirement. [Book a demo now!](https://draup.com/talent/blog/how-to-build-a-winning-talent-pipeline-strategy/) ### Related Articles [![Hiring Trends](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6867675e2a75a8aa27737fbb_3-Emerging-Hiring-Trends-to-Implement-in-2022-.avif)\\ \\ **3 Emerging Talent Acquisition Strategies to Implement in 2025** \\ \\ With the hiring market becoming increasingly competitive, Talent Acquisition Strategies bear the brunt of operating faster and smarter.\\ \\ July 23, 2025](https://draup.com/talent/blogs/3-emerging-talent-acquisition-strategies-to-implement-in-2025) [![Model Context Protocol](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68762d5079c00796695aae8e_TECH-BLOG2%205.avif)\\ \\ **Draup Data Now Available via the Model Context Protocol (MCP)** \\ \\ Access Draup’s intelligence via MCP to power LLMs with real-time data—enabling richer prompts, faster RAG, and easier AI integration.\\ \\ July 15, 2025](https://draup.com/talent/blogs/draup-data-now-available-via-the-model-context-protocol-mcp) Subscribe to the newsletter Get the latest talent experience insights delivered to your inbox. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## AI-Powered Account Insights [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # Enhancing sales productivity for a Redmond based $290B+ global technology leader Discover How Draup Enabled Gen AI-Powered Account Intelligence and Streamlined Data Integration ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440582100a3a09ce165d_Icon-user.svg) 228,000+ Employee Count ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406b7cd9129596beac3_Icon-doller.svg) $293.0 Bn Revenue ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406c7057d6b23b7f211_Icon-factory.svg) Information Technology Industry ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440592f0256f7d6a6e69_Icon-pin.svg) Redmond, USA Headquarters ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## About the Company The company is a global technology leader offering operating systems, productivity software, cloud computing solutions, and hardware innovations that empower individuals and organizations worldwide. With a focus on digital transformation, the company partners with enterprises, governments, and developers to enable intelligent solutions across industries. ## Before Draup ##### 1 ### Limited Account Visibility Sales teams relied on fragmented data sources for account research and prospect targeting. ##### 2 ### Inefficient Data Management Disconnected systems made it difficult to unify account data and integrate insights into internal CRMs. ##### 3 ### Shallow Competitive Insights Teams lacked detailed visibility into competitor presence within target accounts. ##### 4 ### Missed Channel Opportunities Partner ecosystem insights were underutilized, leading to missed cross-sell and co-sell potential. ## The Core Challenges ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e75adb7f55e41ab765c925_Icon%20target%20pink.svg) To equip sales executives with real-time, actionable insights into high-value prospects. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6926bbd21dcba29811a1a372_Frame%20427320040.svg) To consolidate fragmented data sources into a centralized, integrated account view. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d238d7c7057d6b23b54eaa_Box-Icon-Search.svg) To analyze competitor presence and uncover new channel opportunities for faster sales execution. ## The Solution Enterprise Software ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db5d3341843b1e0c029555_send-icon.svg) DEALS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69245c69bb71af09ca26d982_DEALS.svg) ACCOUNTS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69245c69d0bfd891fc0a8b27_ACCOUNTS.svg) TECH STACK ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692456f10e34a6956f7be433_SALES%20TECH%20STACK.svg) SERVICE PROVIDERS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692456f2d468001e62c791dd_SERVICE%20PROVIDERS.svg) KEY EXECUTIVES ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692456f2432c5083079db96c_de7400d39da2cfdb199869e8f70cd27d_KEY%20EXECUTIVES.svg) 01 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6926a74db2f7cef156b89bb3_Robot%20(1).svg) Gen AI-Powered Insights Delivered enriched account intelligence through Curie for faster decision-making. 02 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6926bb6d640d3f5d5a08c96d_Link%20(1).svg) Streamlined Data Integration Unified Draup’s company database with internal CRM to ensure consistent, real-time account visibility. 03 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ecc36b5abaa6e5ce09d175_Stats%20(1).svg) Competitor Penetration Analysis Provided analytics on deployed tech stacks, competitor usage stats, and opportunity gaps. 04 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6926bb96cdd721d5fa167c20_Link%20(2).svg) Partnership Ecosystem Insights Mapped partner and channel ecosystems to identify strategic collaboration opportunities. ## Outcome ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f0f91d4890b237faa4fa75_Frame%20427319951.svg) #### Enhanced Sales Productivity Reduced research time through unified, AI-powered account insights directly accessible within CRM. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6926bb25ac414cb6d3784eb5_Frame%20427320043.svg) #### Accelerated Account Penetration Equipped sales teams to identify and engage high-value prospects faster. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687de70de9f05a47490890fe_Feature%20Icon%209.svg) #### Improved Win Ratios Strengthened competitive positioning and messaging using data-driven tech stack analysis. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ef5f50c4e44979f23f1555_Icon%20Link%20Blue.svg) #### Expanded Channel Opportunities Leveraged partner ecosystem insights to uncover and activate new sales channels. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Powered by unparalleled global market data ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Book A Demo ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685526ad375d05ec1b33ba7a_Background%20Pattern.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683400d47e12e0bbfdb6c71d_%E2%80%9C.svg) #### Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683400d47e12e0bbfdb6c71d_%E2%80%9C.svg) #### With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683400d47e12e0bbfdb6c71d_%E2%80%9C.svg) #### Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683400d47e12e0bbfdb6c71d_%E2%80%9C.svg) #### Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683400d47e12e0bbfdb6c71d_%E2%80%9C.svg) #### Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) 5 of Fortune 10 Trust Draup ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) # Fill out this form and pick a time slot First Name Last Name Work Email By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. 5 of Fortune 10 Trust Draup ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ## Legal Disclaimer [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) [Talent Intelligence](https://draup.com/talent) [Sales Intelligence](https://draup.com/sales) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Company ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) [Talent Intelligence](https://draup.com/talent) [Sales Intelligence](https://draup.com/sales) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Company ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) # **Disclaimer** 1.1 We are not responsible for any incorrect or inaccurate content/data/listing posted on the website/platform or in connection with the service, whether caused by users, members or by any of the equipment or programming associated with or utilized in the service, nor for the conduct of any user and/or member whether online or offline. 1.2 We assume no responsibility for any error, omission, interruption, deletion, defect, delay in operation or transmission, communication line failure, theft or destruction or unauthorized access to, or alteration of user and/or member communication or any communication by us to any members. 1.3 We are not responsible for any problems or technical malfunction of any communication network or lines, computer on-line systems, servers or providers, computer equipment, software or failure of email on account of technical problems or traffic congestion on the Internet or at any website or combination thereof, including injury or damage to users and/or members or to any other person’s computer related to or resulting and/or in connection with the website/mobile application or any of its services. 1.4 The website/platform and the service are provided “AS-IS” and is not to be construed as professional advice. Draup expressly disclaims any warranty of fitness for a particular purpose or non-infringement. We cannot guarantee and do not promise any specific results from use of the website/platform and/or the service. Draup shall not be liable for the accuracy or correctness of any data. We encourage you to exercise your own caution while relying on such data. 1.5 Using Big Data, Artificial Intelligence, Machine Learning, Modeling Techniques as well as professional expertise, we have created data, insights, Points of View (POV), Learning Modules. They are correct in our assessment, but are directional in nature and may not suit your particular needs. They cannot be relied on and we are not liable for the outcomes or results out of use of them. They cannot be construed as specific advice for you. In case you have any specific data or advice needs, please contact info@draup.com. You cannot download, disseminate or share them with others. 1.6 We expressly disclaim any liability or responsibility whatsoever and howsoever arising as a result of any content/listing posted on the website/platform/made available to any members or the users of the website/platform or any third party. 1.7 All liability, whether civil or criminal arising out of any content that is posted on the website/platform, will be of that member/user/third party who has posted such content, and we reserve the right to claim damages from such member/user/third party that we may suffer as a result of such content posted on the website/platform. We do not claim ownership of content you submit or make available for inclusion on the website/platform. Quick Links [Privacy Policy](https://draup.com/privacy-policy) [EU User Privacy Policy](https://draup.com/eu-user-privacy-policy) [GDPR Info](https://draup.com/gdpr) [Do Not Sell My Personal Info](https://draup.com/do-not-sell-my-personal-information) [Cookie Policy](https://draup.com/cookie-policy) Cookie settings ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Draup Sales API [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # Draup Sales API The context your revenue teams need. Instant, seamless & delivered into your workflow. [Book a Demo](https://draup.com/book-a-demo) [View Data Dictionary](https://draup.com/sales/data/api#data-dictionary) GDPR/CCPA Aligned 140+ Countries 240 Languages 33 Industries Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ## Why Draup Sales API? **Live market intelligence streaming straight to your applications.** **‍** Embed Draup’s structured, enriched workforce data directly into your web applications, BI tools, or planning platforms using our robust APIs. Enable real-time refresh, role/skill filtering, and trigger-based operations across systems. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687de36461c0efc7fbfc5b65_Feature%20Icon%206.svg) #### Comprehensive Data Buyers, accounts, tech stacks, signals, and deal intelligence. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687de364fbd315605f38c3dd_Feature%20Icon%205.svg) #### AI-Ready Normalized and structured data designed for RevOps automation and copilots. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687de3643ff0c58c1c0690d5_Feature%20Icon%204.svg) #### Enterprise-Grade SOC 2, GDPR/CCPA compliant, 99.9% uptime, and battle-tested by enterprises. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687de3642b2de70fbe6b326b_Feature%20Icon%203.svg) #### Easy to Integrate REST API + SDKs for Python and JavaScript. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## What Companies do with Draup Sales API ## Prioritize the Right Accounts Stop chasing noise. Focus on accounts with active initiatives aligned to your offerings. - 1.8M+ accounts mapped across 140+ countries - Firmographics, hierarchies, and transformation signals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69130f1fcd1a3dda00799879_ad728fb72da86f22f8a853b641e015c1_Prioritize%20the%20Right%20Accounts.svg) ## Engage Buyers with Context Turn outreach into relevance by knowing the “why now.” - 6M+ verified buyers mapped to roles, influence networks, and decision cycles - 1B+ professional profiles providing organizational and buyer context ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69130f1fe0f3d60a367bda49_5e0db69fd7d33bccb8b55a45a2ba0d24_Engage%20Buyers%20with%20Context.svg) ## Track Market Shifts in Real-Time Know when accounts are ready to move. - 500M+ business signals on M&A, outsourcing, hiring, and digital adoption - 60,000+ tech stack signals for adoption patterns and buying triggers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69130f1f1bf0864acf8b8c50_34b9361aa7a3f33820491081bbd3ac79_Track%20Market%20Shifts%20in%20Real-Time.svg) ## Data Dictionary The Draup Sales API Data Dictionary provides a structured reference of all fields available through our endpoints. from accounts and buyers to tech stacks, signals, outsourcing deals and more. Each field is defined, normalized, and mapped across our unified taxonomy, ensuring consistency and usability across your sales workflows. ### Definitions - **Entity Name:** The endpoint collection that the field belongs to. - **Field:** The name of the datapoint in the API and exports. - **Description:** Explanation of the field’s meaning and usage. - **Format Availability:** API/PARQUET/CSV, Draup ensures parity across all delivery modes. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69132410e3967c0a89f79590_Sales%20Data%20Dictionary.png) [Download Data Dictionary](https://resources.draup.com/hubfs/Draup%20Data%20Exchange%20Sales.xlsx) ## Powered by unparalleled global market data Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667933aa493926f0085975_White%20set%20(14).svg) 700M+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667933aa493926f0085975_White%20set%20(14).svg) 700M+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ## Impactful insights, delivered real-time Access insights via API, custom data feeds, the Draup platform or using MCP [![A image describes Custom Data Feed](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5d70126026a86144_Talent%20Home%202.png)\\ **Custom Data Feed** \\ \\ Best for\\ \\ Analytics at scale & joining Draup with internal data\\ \\ - Highly customizable feeds for workflow needs\\ - Scheduled pushes to data lakes/warehouses (S3, ADLS, BigQuery, SFTP)\\ - Scalable use cases with the data\\ - Integrates with internal data assets for co-pilots/agents\\ \\ Learn more](https://draup.com/sales/market-intelligence-data) [![A image describes Draup AI-SaaS Platform](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743ad17b1f3b9e7b880d_2b96d6882b630cc8f72a05eaff642c8f_Talent%20Home%203.png)\\ **Draup Platform** \\ \\ Best for\\ \\ Fastest time-to-value, \\ \\ no build required\\ \\ - Ready-to-use UI with 200+ productized use cases & workflows\\ - Leverage visualizations & workflows to drive seller action with no overhead\\ - Enterprise controls: SSO, RBAC, governance\\ - Integrates UI & functionality into CRM apps\\ \\ Book a demo](https://draup.com/book-a-demo) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6915b1809e4e6dbbe661e559_mcp-image.png)\\ **Model Context Protocol** \\ \\ Best for\\ \\ Real-time Al workflows & LLM applications\\ \\ - Native integration with Claude, OpenAl, and MCP-compatible Al tools\\ - Zero ETL, models query live data without pipelines or reindexing\\ - Governed access with token-based scopes, Pll masking, and audit trails\\ - Grounded, real-time data prevents LLMs from generating outdated or inaccurate insight\\ \\ Learn more](https://draup.com/sales/data/model-context-protocol) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Your API Key is One Click Away. Get Started in Minutes. Want to see it in action? By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b65f87486391871efc31fb_bg-mesh.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b65f4a8dacda1efed2254d_right-decor.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Optimize HR Costs [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ## Managing HR Cost with a Workforce Planning Model ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6839718b7d989e2c31fe8e97_Size%3DSmall%2C%20Color%3DRegular%20(1).svg) Team Draup 3 min read June 22, 2021 Share Human resource cost optimization is a critical concern for HR leaders. Business owners find it hard to anticipate elevated and unanticipated costs as part of the human resource budget. A well-designed workforce planning model can help identify and manage these costs effectively. Let us look at prominent HR costs to optimize them. **Recruitment** – Recruiting the right (or wrong) person impacts the company. While recruiting, you must consider the cost to the company, the recruitment expenses, bonuses, office space, equipment, and the time to onboard new employees. Companies must record expenditure to speculate on future ones. **Training and development** – [Training and reskilling](https://draup.com/talent/blogs/building-the-leaders-of-tomorrow-how-reskilling-can-help-shape-the-future) are essential to developing employees. The combined experience and skills can grow the business. However, the wrong type of training or an overly complex form of training could elevate the cost. **HR administration** – Many companies still use outdated methods to record and update staff data, slowing operations and demotivating employees. Streamlining this through a workforce planning model can reduce inefficiencies. **Employee retention** – The cost of replacing mid-level employees is 150% of their annual salary, which jumps to 400% of the salary for specialized workers. Many companies boost salaries and benefits to attract talent and reduce turnover, an expensive option. **Employee benefits** – 51% of companies say they are concerned about the rising employee benefits costs. However, when appropriately implemented, it can minimize staff turnover and attract talented candidates. # **Optimizing HR Costs with a Workforce Planning Model** Some HR leaders may be tempted to cut costs prematurely, sidelining strategy-driven ideas. Instead, a workforce planning model can guide cost optimization strategies to manage expenses wisely. #### **1\. Hire and retain star performers** An average company spends USD 4,129 per hire and takes 42 days to fill a vacancy. A bad hire can cost ten times that of an outgoing employee. The training cost and low [productivity](https://draup.com/talent/blogs/workforce-planning-cheatsheets-what-are-organization-archetypes) could drive up the cost. Companies can leverage AI, RPA, social media, and others to hire the best fit, onboard, and manage and retain employees. #### **2\. Track, monitor, and assess current processes** Tracking, monitoring, and assessing current processes can help identify inaccuracies. A workforce planning model can track key performance indicators (KPIs) like time and labor cost, leave and absences, and people-per-project or per-task costs. #### **3\. Prioritize training and mentorship** Investments in training boost productivity and support a workforce planning model that ensures continuity, whether tasks are completed by current employees, during absences, or by new hires replacing those who left. #### **4\. Standardize processes** When HR incorporates typical aspects such as time tracking, pay calculation, vacation, and leaves on configurable AI-based interfaces, it strengthens a workforce planning model that is consistent, transparent, and supports effective policy implementation. #### **5\. Automate repetitive processes** Despite advances in RPA, chatbots, AI, and NLP, companies miss about 50% of automation opportunities on average. HR RPA automates repetitive tasks in recruitment, payroll, learning, and other HR processes, reducing costs by one-third. A strong workforce planning model can help companies upskill or reskill employees displaced by automation to take on administrative and business-related tasks. #### **6\. Integrate systems** Though enterprises implement automation, they see a decent amount of manual input. [AI-based talent management software](https://draup.com/talent/blogs/discover-the-future-of-enterprise-talent-strategy-with-ai-talent-intelligence-platforms) integrates all areas of business that include scheduling, payroll, time, and attendance. #### **7\. Optimize employee performance** HR must optimize employee performance by providing tools and knowledge for effective self-management, with timesheet tools being affordable and accessible options. As part of a workforce planning model, these tools help employees manage tasks, contribute to productivity, and spend more time with customers to boost satisfaction and reputation. #### **8\. Promote talent mobility** Organizations have overlooked the value of talent mobility and rely on costly external hires, who require 18% more compensation. A robust workforce planning model shows that external hires are 61% more likely to be fired than internal talent, due to the time needed to adjust, learn the culture, and ramp up. ### **Applying AI-Based Workforce Planning Model** Enterprises must be agile. However, due to over-reliance on spreadsheets, time constraints, ineffective communication, and many stakeholders, workforce management suffers. Though HR has become data-driven, HR managers still track workforce plans using position-based spreadsheets generated by Finance POS. Traditional analytics relies on an army of people to extract limited insights over weeks, it’s costly and slows responses to shifting strategies and market changes. Moreover, the workforce plan often collapses once HR hires for that position. HR must shift to an AI-based workforce planning model that enables precise tracking of team-level changes and simplifies budget monitoring. When workforce planners access current budgets or forecasts from Finance, they can see headcount limits and make informed decisions before issues arise. Draup for Talent is a talent intelligence and workforce planning model that eliminates challenges and makes planning fact-based, agile, and collaborative. Companies can leverage HR and business data to enable right-sizing the workforce, forecast accurately, and align finance and people initiatives. [Book a demo now!](https://draup.com/book-a-demo) ### Related Articles [![Hiring Trends](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6867675e2a75a8aa27737fbb_3-Emerging-Hiring-Trends-to-Implement-in-2022-.avif)\\ \\ **3 Emerging Talent Acquisition Strategies to Implement in 2025** \\ \\ With the hiring market becoming increasingly competitive, Talent Acquisition Strategies bear the brunt of operating faster and smarter.\\ \\ July 23, 2025](https://draup.com/talent/blogs/3-emerging-talent-acquisition-strategies-to-implement-in-2025) [![Model Context Protocol](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68762d5079c00796695aae8e_TECH-BLOG2%205.avif)\\ \\ **Draup Data Now Available via the Model Context Protocol (MCP)** \\ \\ Access Draup’s intelligence via MCP to power LLMs with real-time data—enabling richer prompts, faster RAG, and easier AI integration.\\ \\ July 15, 2025](https://draup.com/talent/blogs/draup-data-now-available-via-the-model-context-protocol-mcp) Subscribe to the newsletter Get the latest talent experience insights delivered to your inbox. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Reskilling Intelligence Solutions [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687ddb817a7b076629804f35_bd6bef79ac7db2f1906f7cfd7c593ec8_UseCase1.png)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e4c5c4ecd4e248221138f1_animated-user-skills.svg) Build the Workforce You Need Using the One You Already Have # Reskilling Intelligence Map role adjacencies. Quantify reskilling feasibility with RPI. Model ROI with precision. Pass AI enriched job descriptions directly to Talent Acquisition. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) Loved by Analysts Trailblazer in HR Technology ![The joshbersin Company Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a6729b66cf6a68f660_Joshbersian.svg) ![Gartner Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a69126d3e459f94a00_Gartner.svg) 9 mentions in reports and Hype Cycles​ ## Static Skills Fails in a Dynamic Market​ Without data-backed pathways, organizations struggle to adapt to changing skill demands ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fb6390d04449f9495f6860_Frame%20427320404.svg) #### Shrinking Skill Lifecycles Critical skills sunset faster than traditional L&D programs can respond.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fb63c014289d07b6a34eaf_Frame%20427320405.svg) #### Reactive Reskilling Reskilling decisions are ad-hoc, lacking clarity on viable career transitions.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d534e31162e0f92ee667fc_Icon-Puzzle.svg) #### Siloed Intelligence HR, business, and L&D operate on disconnected data and frameworks.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d388c0310cd1f9fca8499a_Icon-Search-Blue.svg) #### Slow Planning Reskilling starts after disruption instead of pre-empting it. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e745927f9afbd91f221f86_x-icon.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Predictive, Role-Based Reskilling Intelligence by Draup​ Draup integrates labor-market data, job and skills architectures, predictive analytics to create live reskilling frameworks that evolve with your business. ##### 1 #### Diagnose Capability Gaps Benchmark workforce skills against market and peer demand to pinpoint where upskilling, reskilling or redeployment is necessary. ##### 2 #### Map Role Adjacencies​ Analyze every role by workloads, tasks, and skills, then identify high-potential transitions using Draup’s Reskill Navigator and Propensity Engine. ##### 3 #### Simulate Future Transitions Use Draup’s Reskill Simulator to project effort, time, and cost for each transition, optimizing ROI and internal talent redeployment strategies. ## Key Capabilities​ Bridge Today’s Skills to Tomorrow’s Capabilities with Data-Backed Precision​ ## Role & Skill Intelligence **Discover, design, and quantify skill transitions.** Map adjacent roles, deconstruct workloads, and identify critical skill adjacencies with global labor market data. - Explore Roles & Skills: Break down any role into workloads, tasks, and skill clusters.​ - Skill Evolution: Identify emerging and sunset skills, the roles they unlock, and learning timeframes.​ - Learning Alignment: Generate data-driven learning paths tied to business capability priorities.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69047f525da0ec3f50c9ac92_59a7a1938806b747eafb92dc72e203bc_Path%20explorer.svg) ## Reskill Navigator​ **Create measurable career transition pathways.​** Simulate real-world transitions, benchmark readiness, and calculate feasibility through Draup’s proprietary RPI scores. - Transition Mapping: Model movement from one role to another with RPI-based transition scoring.​ - Path Analysis: Quantify feasibility through skill overlap, compensation benchmarks, and experience calibration.​ - Personalized Pathways: Build individual and role-based blueprints for agile internal mobility.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69047f4632e34317bd05ee35_1d8b8ecea04340df526873487d18f8aa_Role%20%26%20Skill%20Intelligence.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69047f46c8116ec50ab9f8e2_4d89dc10335cdcc4716484c184c35862_Reskill%20Navigator%E2%80%8B.svg) ## Reskill Simulator​ **Model workforce transitions before making them real.​** Run end-to-end simulations of workforce redeployment and skill realignment to validate business impact.​ - Scenario Simulation: Model in-demand vs. disrupted roles to predict ROI and skill gap closure time.​ - Dynamic Role Mapping: Identify redeployment opportunities, cost savings, and workforce readiness.​ - Build–Buy–Borrow Decisions: Compare hiring, internal development, or partnerships for optimal talent strategy.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69047f468581b791fd3f1d91_b0bc88af90ebec65dfc88489901e1edb_Reskill%20Simulator%E2%80%8B.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Making Reskilling your Competitive Advantage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68be9752eeb3cfcdc1287330_Data%20Sales%20Icon%201.svg) #### Role Decomposition for Workforce Precision Break down roles into workloads, tasks, and skills to pinpoint redundancy and opportunity. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e4d4d85d514ce9feb27836_Icon%20userGroup%20Green.svg) #### Forecasting Skill Evolution Use sunrise–sunset skills intelligence to anticipate emerging and fading skills before they impact the workforce. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e4d4d83092b59d6b3392d7_Icon%20User%20Star%20Yellow.svg) #### Market-Calibrated Reskilling Prioritize learning and redeployment based on external demand signals to stay ahead of change. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68652ba9fce187d45b919725_95e1364559fefd72dc855d852ebfb4ee_White%20set%20%288%29.svg) #### Peer Benchmarking for Capability Gaps Compare skill composition against industry peers to uncover over- and under-indexed areas. ## Outcomes for HR Teams ##### Turn skill gaps to actionable workforce strategy. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) Boost Internal Mobility by 40% – Move talent where it’s needed most, faster. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) Reduce Hiring Costs by 25–30% – Replace external recruitment with targeted upskilling. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) Accelerate Transformation – Ensure capability readiness for next-gen roles. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) Enhance Retention & Engagement – Empower employees with transparent career paths. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69086831b019cdfb6cf47c2a_178c27a5fe9bba53f2853a4d527fb6ca_Reskilling.svg) ## The Draup Advantage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e4d557187cc86b87a754c3_Icon%20Filter%20Green.svg) ### Granular Search Zero in on the perfect candidate with 30+ filters across - Capabilities (Core Skills, Workloads) - Experience (Years in Role, Past Companies) - Diversity (Ethnicity, Gender, Veterans) - Accomplishments (Patents, Publications) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e4d557eb761662433b40be_Icon%20Minimize.svg) ### Flexible Querying Search your way, from simple to complex - Natural Language: “Find female data scientists in San Francisco” - Complex Boolean: Build multi-layered queries with AND, OR, NOT - Filter-Specific Search: Target exact fields for ultimate precision - Skills & Adjacency Search: Go beyond titles. Search by core, adjacent, and emerging skills​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6863570a60ffe13ae30834b4_White%20set%20(4).svg) ### Candidate Insights See the whole person, not just the resume - Verified talent profiles enriched with skills, experience, and academic/professional credentials.​ - De-duplicated, ghost-free data enhanced with digital footprints like GitHub repos, publications, and patents.​ - Actionable insights including project history and job-change likelihood for smarter hiring decisions.​ ## Enterprises do extraordinary things with Draup Real stories. Real Success. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ## Powered by unparalleled global labor & market data Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ## Seamless Data Exchange with Draup Intelligence Access insights via API, custom data feeds, the Draup platform or using MCP [![A image describes API Integration](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5fbb0d313863989f_Talent%20Home%201.png)\\ **APIs & Integrations** \\ \\ Best for\\ \\ Embedding live insights in workflows without storing data\\ \\ - Native integrations with 33+ HCM, HRIS, ATS and more, like Workday, SAP Successfactors, etc.\\ - Real-time access to critical data\\ - Enhanced security and data Integrity\\ - Efficient API performance with flexible limits\\ \\ Learn more](https://draup.com/talent/data/api) [![A image describes Custom Data Feed](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5d70126026a86144_Talent%20Home%202.png)\\ **Custom Data Feed** \\ \\ Best for\\ \\ Analytics at scale & joining Draup with internal data\\ \\ - Highly customizable feeds for workflow needs\\ - Scheduled pushes to data lakes/warehouses (S3, ADLS, BigQuery, SFTP)\\ - Scalable use cases with the data\\ - Integrates with internal data assets for co-pilots/agents\\ \\ Learn more](https://draup.com/talent/labor-market-data) [![A image describes Draup AI-SaaS Platform](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743ad17b1f3b9e7b880d_2b96d6882b630cc8f72a05eaff642c8f_Talent%20Home%203.png)\\ **Draup Platform** \\ \\ Best for\\ \\ Fastest time-to-value, \\ \\ no build required\\ \\ - Ready-to-use UI with 200+ productized use cases & workflows\\ - Leverage visualizations & workflows to drive seller action with no overhead\\ - Enterprise controls: SSO, RBAC, governance\\ - Integrates UI & functionality into CRM apps\\ \\ Book a demo](https://draup.com/book-a-demo) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6915b1809e4e6dbbe661e559_mcp-image.png)\\ **Model Context Protocol** \\ \\ Best for\\ \\ Real-time Al workflows & LLM applications\\ \\ - Native integration with Claude, OpenAl, and MCP-compatible Al tools\\ - Zero ETL, models query live data without pipelines or reindexing\\ - Governed access with token-based scopes, Pll masking, and audit trails\\ - Grounded, real-time data prevents LLMs from generating outdated or inaccurate insight\\ \\ Learn more](https://draup.com/talent/data/model-context-protocol) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Our Impact Stories Real companies. Real challenges. Real results. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Driving internal mobility and workforce agility for the biggest telecom company in the UK](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68f9fff01f1f134bb96656d6_Frame%20427319853.webp)\\ **Driving internal mobility and workforce agility for the biggest telecom company in the UK** \\ Learn More](https://draup.com/talent/case-studies/driving-internal-mobility-with-draups-career-pathway-intelligence) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Building an AI-Enabled HR Workforce for Arkansas-based largest global retailer](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6903718ba993c419354a4d68_Group%20427319779%20(2)%20(1).webp)\\ **Building an AI-Enabled HR Workforce for Arkansas-based largest global retailer** \\ Learn More](https://draup.com/talent/case-studies/building-an-ai-enabled-hr-workforce) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Driving skills transformation for a $91.7B New York based global soft drink giant](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/692d86d9b24546f0cd4a4e95_soft-drink%20giant.png)\\ **Driving skills transformation for a $91.7B New York based global soft drink giant** \\ Learn More](https://draup.com/talent/case-studies/transforming-fmcg-workforce-strategy-with-draup) ## Analyst-Backed. Industry-Validated. [![The Josh Bersin Company](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa5b44f4382e46bf0a34e_64501d371c76964c2ddbff2d5c6e0f3b_joshbersin.webp)\\ **Trailblazer in HR Technology by Josh Bersin Company** \\ \\ Learn More](https://joshbersin.com/trailblazers/) [![Gartner ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa5b4382cf10289091084_658569eed20d0ffdbe5cf9b12769e47e_gartner.webp)\\ **Gartner®, Hype Cycle™ for HR Technologies, 2024, Jeff Freyermuth, 30 July 2024** \\ \\ Learn More](https://www.gartner.com/en/documents/5633091) [![Gartner](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686235279786b18c74860699_c25b8b5ef0bfe86d0396d085e83066fb_Gartner%202.webp)\\ **Gartner®, Hype Cycle™ for Talent Acquisition (Recruiting) Technologies, 2024, Rania Stewart et al., 25 July 2024** \\ \\ Learn More](https://www.gartner.com/doc/reprints?id=1-2I7YPRT0&ct=240729) ## Frequently Asked Questions ### What is Draup’s Reskilling Intelligence?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup’s Reskilling Intelligence is a data-driven framework that helps organizations identify, plan, and execute workforce transitions. It combines role architectures, skill adjacencies, and predictive analytics to create actionable reskilling pathways aligned with business priorities. ### How is this different from traditional learning or L&D systems?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Traditional L&D systems focus on course delivery. Draup connects the why, what, and where of learning - identifying which roles need to evolve, which skills are emerging or declining, and which transitions deliver maximum business impact. ### What data powers Draup’s reskilling models? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup aggregates global labor-market data, organizational job data, and live skill signals from over 850M+ professionals, 100K+ institutions, and 8K+ roles, enabling continuous calibration with real-world workforce dynamics. ### What is the Sunrise–Sunset Skills Framework? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) It’s a predictive model within Draup that tracks which skills are sunsetting (declining) and which are sunrising (emerging) across industries, geographies, and functions - helping companies anticipate disruption and prioritize investments. ### What does the Reskill Navigator do? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Reskill Navigator lets you explore any role, skill, or transition - mapping adjacent roles, analyzing reskilling propensity (RPI), benchmarking compensation, and generating targeted learning paths with real-time data. ### What is the Reskill Simulator used for?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) The Reskill Simulator enables organizations to run simulations of workforce transitions. You can model in-demand vs. disrupted roles, estimate ROI, assess cost savings, and generate personalized reskilling blueprints before execution. ### How does Draup help with build–buy–borrow decisions?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup’s intelligence quantifies whether it’s more efficient to develop skills internally (build), hire externally (buy), or leverage partners (borrow) - based on cost, capability readiness, and time-to-skill analytics.​ ### Can Draup integrate with my existing HR or LMS systems?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Draup integrates with leading HRIS, LMS, and workforce management platforms, allowing seamless data exchange for tracking skill evolution and reskilling outcomes in one unified view.​ ### Who benefits most from Reskilling Intelligence?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Reskilling Intelligence is built for CHROs, Talent Strategists, L&D Leaders, and Business Transformation teams who need to future-proof their workforce, manage internal mobility, and plan capabilities at scale.​ ### How quickly can Draup deliver actionable insights?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) With Draup’s cognitive engine and Reskill Navigator, you can generate reskilling blueprints within minutes, simulate workforce scenarios instantly, and operationalize strategic workforce plans in a matter of weeks - not months.​ ### What powers the transition feasibility? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Transition feasibility is based on more than 5 million observed career transitions across roles and industries. Draup’s ML models incorporate median experience levels, progression patterns and peer benchmarking to determine how realistic a shift is for a given role or skill profile. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b661c6889daaea9cb148f6_Grid%20Bottom%20Light.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. 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## Workforce Strategy Transformation [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # Transforming Workforce Strategy for a $300B Pennsylvania-based Pharmaceutical Leader Discover How Draup Enabled AI-Driven Workforce Transformation for a National Healthcare giant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440582100a3a09ce165d_Icon-user.svg) 40,000+ Employee Count ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406b7cd9129596beac3_Icon-doller.svg) $300 Bn Revenue ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406c7057d6b23b7f211_Icon-factory.svg) Healthcare Industry ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440592f0256f7d6a6e69_Icon-pin.svg) Pennsylvania, US Headquarters ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## About the Company A global healthcare distribution and services enterprise supporting biopharma manufacturers, providers, and patient-care organizations via large-scale logistics, commercialization support, and supply chain operations. Expanding across North America, Europe, and emerging markets, it focuses on resilient supply chains, frontline workforce availability, and scaling digital talent for complex, cross-border operations. ## Before Draup ##### 1 ### Fragmented View of Frontline Talent Supply Limited visibility into the size, maturity, and growth of frontline workforce pools across Turkey, the UK, and the U.S., especially in logistics and warehouse roles. ##### 2 ### Difficulty Prioritizing Future Global Hub Locations Lacked a unified comparison of talent depth, costs, and hiring competitiveness across candidate cities like Pune, Philadelphia, Kuala Lumpur, Dallas, and Vilnius. ##### 3 ### No Standardized Demand–Supply Forecasting Widening gaps in supply chain and automation talent without a clear model to anticipate regional shortages. ##### 4 ### Inconsistent Competitor & Ecosystem Insight Uneven visibility into peer practices, compensation, retention, and university pipelines hindered benchmarking in frontline-heavy markets. ## The Core Challenges ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d238d7d8ad45e8200444a6_Box-Icon-User.svg) Rapid logistics and e-commerce growth is widening demand – supply gaps - projected shortfalls reach 3.75% in Turkey (by 2030), 17.9% in Birmingham, and 52% in Cincinnati, straining hiring and continuity plans. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/693fa3a39ab909ace985b4dd_Trophy.svg) Variability in experience mix, cost structures, English proficiency, and gender diversity makes it difficult to design scalable, cost-effective global hiring strategies. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687de70de9f05a47490890fe_Feature%20Icon%209.svg) Employers like Amazon, DHL, FedEx, Deutsche Post, Evri, and UPS offer strong pay and structured benefits, demanding deeper benchmarking to attract and retain talent. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f1fecf491f09d74b10a286_Icon%20Stats%20Blue.svg) Data on Turkey’s 1.1M frontline workforce, West Midlands’ 16,000+ supply-chain graduates, and Cincinnati’s university partnerships wasn’t integrated, limiting long-term pipeline planning. ## The Solution Supply Chain Supervisor ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db5d3341843b1e0c029555_send-icon.svg) PROFILE ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/693fa8ddcb5cd79fff5ce494_Supply%20Chain%20Supervisor%20Profile.svg) LOCATION ANALYSIS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db673f4382bb971c6a561a_e7698e0916612e5541b65c9bd418b4ca_Location.svg) TALENT MARKET INSIGHTS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/693fa924b5513a7b99f42d22_Supply%20Chain%20Supervisor%20Insight.svg) CAREER PATHS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/693faa3cdf33af0bc45a98a8_Path%20Supply%20Chain%20Supervisor.svg) DATA INTEGRATION ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68df574763d2428a226659b1_c6d5b4ae5b4f54bfa47e4cf515e785fa_cs-integrations.svg) TECH STACK ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/693fa9712105e6cbef26925d_Supply%20Chain%20Supervisor%20Stack.svg) 01 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/693fa58150b32a0093873f0f_Chip%20(4).svg) AI-Driven Workforce Intelligence across Turkey, U.K. & U.S. Integrated views of installed talent, experience mix, gender diversity, migration, and demand cycles across Turkey, Birmingham, and Cincinnati pinpointing where shortages would hit and how to stage proactive hiring. 02 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/693fa5a1d9bb508d73becc8b_Bulb%20(3).svg) Location Prioritization & Hiring Benchmarking A multi-market decision model compared Pune, Kuala Lumpur, Dallas, Philadelphia, and Vilnius on hiring difficulty, talent depth, supply-demand balance, and growth producing data-backed recommendations for scaling digital and enterprise teams. 03 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/693fa5bf016f3abfea537025_Trophy%20(1).svg) Supply chain & automation engineering deep-dive Built job-family taxonomies, demand supply forecasts, peer benchmarks, and compensation models for hubs like Birmingham and Cincinnati; highlighted high-demand roles 04 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e6623478c805c1bbf415b7_Plugin.svg) Academic pipeline & early-career strategy Mapped university ecosystems Turkey’s 1.15M graduates, West Midlands’ 72K, and Cincinnati’s 38K to target vocational programs, supply-chain majors, and high-engagement employers, strengthening long-term pipeline planning. ## Outcome ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e8a55e1b1598e618a42330_Icon%20Globe%20Pink.svg) #### Unified global view Integrated frontline & supply-chain insights across Turkey, the UK, and the U.S., enabling strategic workforce planning at scale. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f0f972a330d36392742d19_Icon%20Target%20Green.svg) #### Location prioritization Identified the most favorable cities to scale digital, enterprise architecture, and program management roles. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/693fa6c5d72dbc1f104ba551_Frame%20427320137.svg) #### Stronger competitiveness Benchmarking vs. Amazon, DHL, FedEx, UPS, and Deutsche Post informed compensation and retention strategies. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/693fa6e1b31da0783c14e664_Frame%20427320139.svg) #### Early-career pipeline Standardized university insights across Turkey, West Midlands, and Greater Cincinnati to expand access and reduce bottlenecks. Midlands, and Greater Cincinnati, expanding access and reducing sourcing bottlenecks. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Powered by unparalleled global labor & market data ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5700+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Sales Intelligence Integration [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # Sales Intelligence delivered directly to your GTM stack Draup integrates seamlessly with the platforms that power your sales, marketing, and RevOps teams. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. GDPR/CCPA Aligned 140+ Countries 240 Languages 33 Industries Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ## Your Tools, Now Smarter with Draup’s Sales Intelligence Sync Draup’s real-time, enriched account, buyer, and industry intelligence directly into your CRM, sales engagement tools, and RevOps workflows. [![Salesforce ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6915a0fc6a0e4db683704d0d_Salesforce.webp)**Salesforce** \\ \\ Enrich GTM workflows with Draup Sales Intelligence inside Salesforce. \\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/691435b7d85f773973c27e55_Right%20Arrow%20Dark.svg)](https://draup.com/sales/data/apps-and-integrations/salesforce) [![HubSpot ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/69159c1e92a4ab6c46d768d9_HubSpot.webp)**HubSpot** \\ \\ Export and sync account insights into HubSpot for sharper targeting and engagement. \\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/691435b7d85f773973c27e55_Right%20Arrow%20Dark.svg)](https://draup.com/sales/data/apps-and-integrations/hubspot) [![Microsoft Dynamics CRM ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/69159e995d19ab2657a82961_Microsoft%20Dynamics%20CRM.webp)**Microsoft Dynamics CRM** \\ \\ Add a strategic intelligence layer to accelerate pipeline growth. \\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/691435b7d85f773973c27e55_Right%20Arrow%20Dark.svg)](https://draup.com/sales/data/apps-and-integrations/microsoft-dynamics-crm) [![Zoho CRM ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6915a6073952c4265fe0afa3_Zoho%20CRM.webp)**Zoho CRM** \\ \\ Mid-sized teams get smarter selling with context-driven insights. \\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/691435b7d85f773973c27e55_Right%20Arrow%20Dark.svg)](https://draup.com/sales/data/apps-and-integrations/zoho-crm) [![Pipedrive](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/69159ff085f921adbca5148b_Pipedrive.webp)**Pipedrive** \\ \\ Drive intelligence-driven efficiency in deal-focused pipelines. \\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/691435b7d85f773973c27e55_Right%20Arrow%20Dark.svg)](https://draup.com/sales/data/apps-and-integrations/pipedrive) [![Freshsales ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/69159c1685f5ecc5c1420c1a_Freshsales.webp)**Freshsales** \\ \\ Embed account intelligence into every customer interaction.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/691435b7d85f773973c27e55_Right%20Arrow%20Dark.svg)](https://draup.com/sales/data/apps-and-integrations/freshsales) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Smarter Selling Starts with Draup’s Industry-Leading Integration Coverage No matter your CRM, Draup delivers context your sales teams can trust, backed by the deepest account, buyer, and industry datasets, continuously updated for accuracy and actionability. [![Accelo ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/691598c4657b80ae89ecc673_Accelo.webp)**Accelo** \\ \\ Strengthen client lifecycle management in Accelo with org and industry insights.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg)](https://draup.com/sales/data/apps-and-integrations/accelo) [![Affinity](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6915994aefbd44da7d5f0d0f_Affinity.webp)**Affinity** \\ \\ Supercharge deal sourcing in Affinity with enriched stakeholder and market data.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg)](https://draup.com/sales/data/apps-and-integrations/affinity) [![Agile CRM ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/691599fdeb1f96ab1dad890f_Agile%20CRM.webp)**Agile CRM** \\ \\ Boost lead scoring in Agile CRM with Draup buying signals and account enrichment.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg)](https://draup.com/sales/data/apps-and-integrations/agile-crm) [![Capsule CRM ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/69159afaeafb0b4f6f9baf92_Capsule%20CRM.webp)**Capsule CRM** \\ \\ Equip small teams with buyer and industry insights without manual research.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg)](https://draup.com/sales/data/apps-and-integrations/capsule-crm) [![Copper ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/69159b900629e2f11be4b7e6_Copper.webp)**Copper** \\ \\ Streamline pipeline execution in Copper with Draup’s alwaysfresh account data.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg)](https://draup.com/sales/data/apps-and-integrations/copper) [![Insightly](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/69159c71813de5d33fb247ce_Insightly.webp)**Insightly** \\ \\ Prioritize highvalue opportunities by embedding Draup signals into Insightly.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg)](https://draup.com/sales/data/apps-and-integrations/insightly) [![Keap](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/69159cdd66d69ec97ba6b74a_Keap.webp)**Keap** \\ \\ Accelerate SMB pipelines with Draup intent data inside Keap.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg)](https://draup.com/sales/data/apps-and-integrations/keap) [![LeadSquared](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/69159d5516adb23d43ba8da0_LeadSquared.webp)**LeadSquared** \\ \\ Turn captured leads in LeadSquared into highpriority opportunities with Draup signals.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg)](https://draup.com/sales/data/apps-and-integrations/leadsquared) [![Lime CRM ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/69159da5ae7fd5a49eb4c651_Lime%20CRM.webp)**Lime CRM** \\ \\ Equip Nordic sales teams with predictive buyer insights via Draup inside Lime CRM.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg)](https://draup.com/sales/data/apps-and-integrations/lime-crm) [![Maximizer](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/69159e3fbf270200ec64327e_Maximizer.webp)**Maximizer** \\ \\ Fuel smarter prospecting and account growth with Draup intelligence in Maximizer.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg)](https://draup.com/sales/data/apps-and-integrations/maximizer) [![Nimble](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/69159ed54825e6a81e05daee_Nimble.webp)**Nimble** \\ \\ Bring decisionmaker details and firmographics directly into Nimble workflows.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg)](https://draup.com/sales/data/apps-and-integrations/nimble) [![Nutshell](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/69159f50a1388a77b55e4989_Nutshell.webp)**Nutshell** \\ \\ Help sales teams qualify and convert faster with intelligencedriven opportunity visibility.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg)](https://draup.com/sales/data/apps-and-integrations/nutshell) [![Pipeliner](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6915a034bb77ff2fe8683262_Pipeliner.webp)**Pipeliner** \\ \\ Keep your pipeline moving by surfacing reengagement points with Draup.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg)](https://draup.com/sales/data/apps-and-integrations/pipeliner) [![Salesflare ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6915a0848b42097b8867ee25_Salesflare.webp)**Salesflare** \\ \\ Unlock hidden opportunities in Salesflare with enriched buyer and market insights.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg)](https://draup.com/sales/data/apps-and-integrations/salesflare) [![SharpSpring ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6915a1923fe478b0ba4b72c3_SharpSpring.webp)**SharpSpring** \\ \\ Power SharpSpring automation with Draup data for better campaigntoclose alignment.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg)](https://draup.com/sales/data/apps-and-integrations/sharpspring) [![Smartsuite ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6915a2010127d9e6469e6341_SmartSuite.webp)**Smartsuite** \\ \\ Turn SmartSuite workflows into intelligencedriven growth engines with Draup embedded.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg)](https://draup.com/sales/data/apps-and-integrations/smartsuite) [![SugarCRM ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6915a2eb823a6f49f4aec7fc_SugarCRM.webp)**SugarCRM** \\ \\ Arm agile sales teams with enriched account and contact intelligence.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg)](https://draup.com/sales/data/apps-and-integrations/sugarcrm) [![SuperOffice ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6915a342d07e74d3b9e99830_SuperOffice.webp)**SuperOffice** \\ \\ Enrich SuperOffice records with Draup context to improve customer engagement.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg)](https://draup.com/sales/data/apps-and-integrations/superoffice) [![Teamgate ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6915a3b24b1bab6203759cca_Teamgate.webp)**Teamgate** \\ \\ Help startups move faster with enriched account and buyer data inside Teamgate.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg)](https://draup.com/sales/data/apps-and-integrations/teamgate) [![Teamleader ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6915a3f4dd900c186cd51e15_Teamleader.webp)**Teamleader** \\ \\ Enable SMEs to grow smarter by aligning sales and account management with Draup.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg)](https://draup.com/sales/data/apps-and-integrations/teamleader) [![Teamwork CRM ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6915a435a2d41e9fd7789cf9_Teamwork%20CRM.webp)**Teamwork CRM** \\ \\ Enrich collaborative deal management in Teamwork CRM with Draup buyer context.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg)](https://draup.com/sales/data/apps-and-integrations/teamwork-crm) [![Veeva ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6915a4debdc8b7fe8f1abd83_Veeva.webp)**Veeva** \\ \\ Power life sciences selling by tracking executives, competitors, and org changes.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg)](https://draup.com/sales/data/apps-and-integrations/veeva) [![Vtiger ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6915a5224ce7efb1583d22a6_Vtiger.webp)**Vtiger** \\ \\ Provide account managers visibility into client org shifts and competitive plays.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg)](https://draup.com/sales/data/apps-and-integrations/vtiger) [![WebCRM ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6915a562473bffa6ef53552f_WebCRM.webp)**WebCRM** \\ \\ Enhance WebCRM with enriched buyer context for smarter qualification.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg)](https://draup.com/sales/data/apps-and-integrations/webcrm) [![Zendesk Sell ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6915a5cec8f7785a9a8057d2_Zendesk%20Sell.webp)**Zendesk Sell** \\ \\ Unify sales and service in Zendesk Sell with shared Draup intelligence.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg)](https://draup.com/sales/data/apps-and-integrations/zendesk-sell) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Powered by unparalleled global market data Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667933aa493926f0085975_White%20set%20(14).svg) 700M+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667933aa493926f0085975_White%20set%20(14).svg) 700M+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ## Impactful insights, delivered real-time Access insights via API, custom data feeds, the Draup platform or using MCP [![A image describes API Integration](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5fbb0d313863989f_Talent%20Home%201.png)\\ **APIs & Integrations** \\ \\ Best for\\ \\ Embedding live insights in workflows without storing data\\ \\ - Native integrations with 33+ CRMs, like Salesforce, Hubspot, Microsoft Dynamics CRM, etc.\\ - Real-time access to critical data\\ - Enhanced security and data Integrity\\ - Efficient API performance with flexible limits\\ \\ Learn more](https://draup.com/sales/data/api) [![A image describes Custom Data 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Something went wrong while submitting the form. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b65f87486391871efc31fb_bg-mesh.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b65f4a8dacda1efed2254d_right-decor.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Talent Intelligence ROI Framework [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) # Talent Intelligence Buyer’s Guide & ROI Framework The Enterprise Buyer’s Guide to Talent Intelligence & Financial ROI for the AI-ready workforce By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) Loved by Analysts Trailblazer in HR Technology ![The joshbersin Company Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a6729b66cf6a68f660_Joshbersian.svg) ![Gartner Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a69126d3e459f94a00_Gartner.svg) 9 mentions in reports and Hype Cycles​ ## The Talent Risk: Moving Beyond Strategy to Financial Execution By itself, AI is not your biggest workforce risk. Your biggest risk is going into the AI era with a talent strategy that can’t keep up with the speed of change. ‍ As we enter an AI intensive decade, workforce strategy has become a board level risk, and a material P&L lever. Here’s how analysts frame the problem: ‍ 1. **Skills risk is now a board level issue.** ‍ - A 2024 Gartner survey of HR leaders found that 41% say their workforce lacks required skills, and 62% see uncertainty around future skills as a significant risk to the business. [Gartner](https://www.gartner.com/en/newsroom/press-releases/2024-09-18-gartner-hr-research-finds-orgs-current-talent-management-efforts-inhibit-optimal-employee-and-org-performance?utm_source=chatgpt.com) [‍](https://www.gartner.com/en/newsroom/press-releases/2024-09-18-gartner-hr-research-finds-orgs-current-talent-management-efforts-inhibit-optimal-employee-and-org-performance?utm_source=chatgpt.com) - [‍](https://www.gartner.com/en/newsroom/press-releases/2024-09-18-gartner-hr-research-finds-orgs-current-talent-management-efforts-inhibit-optimal-employee-and-org-performance?utm_source=chatgpt.com) Another Gartner study found that **74% of HR leaders believe most organizations are moving to a skills based talent management approach**, yet **only 2% say that approach is applied across all talent processes**, a clear execution gap. 2. **Skills & experience gaps are compounding** - Deloitte’s 2025 Human Capital Trends research highlights that most leaders see new hires arriving underprepared and argues that organizations must pivot toward skills and potential based hiring to close experience gaps. [Deloitte](https://www.deloitte.com/us/en/insights/topics/talent/human-capital-trends/2025/closing-the-experience-gap-through-talent-development.html?utm_source=chatgpt.com) - McKinsey’s work on reskilling emphasizes that deciding _which_ skills to build requires a **rigorous, empirical comparison** between current skill supply and strategic business needs, intuition alone is no longer sufficient. [McKinsey & Company](https://www.mckinsey.com/capabilities/people-and-organizational-performance/our-insights/beyond-hiring-how-companies-are-reskilling-to-address-talent-gaps?utm_source=chatgpt.com) 3. **Skills mismatch has macroeconomic consequences.** ‍ - Boston Consulting Group estimates that skills mismatch now affects roughly **1.3 billion people** and acts as a **6% “tax” on global GDP** through lost labor productivity. [BCG Global](https://www.bcg.com/publications/2020/fixing-global-skills-mismatch?utm_source=chatgpt.com) At the same time, generative AI is accelerating role redesign. McKinsey projects that by 2030, **3–14% of the global workforce, up to 375 million workers, may need to switch occupational categories** because of automation. [McKinsey & Company McKinsey & Company](https://www.mckinsey.com/~/media/McKinsey/Industries/Public%20and%20Social%20Sector/Our%20Insights/What%20the%20future%20of%20work%20will%20mean%20for%20jobs%20skills%20and%20wages/MGI-Jobs-Lost-Jobs-Gained-Executive-summary-December-6-2017.pdf?utm_source=chatgpt.com) ‍ Yet most organizations are still early in the transition: - In Gartner’s recent skills based talent management survey, 74% of HR leaders believe most organizations are moving to skills based approaches, but only about **2%** say they’ve adopted a skills based model across all talent processes. [Fast Company](https://www.fastcompany.com/91250831/this-is-how-hr-leaders-can-lead-the-transition-towards-a-skills-based-future?utm_source=chatgpt.com) - Deloitte’s 2025 Global Human Capital Trends study reports that **66% of managers and executives say recent hires are not fully prepared for their roles**, with lack of experience cited as the primary issue. [Deloitte](https://www.deloitte.com/us/en/about/press-room/deloitte-report-aims-to-help-leaders-navigate-complex-workplace-tensions.html?utm_source=chatgpt.com) ‍ > This buyer’s guide is our point of view, shaped by our work with more than 270 enterprises, including 5 of the Fortune 10, and by the ROI frameworks our CEO, Vijay Swaminathan, has developed with CHROs, CFOs, and Heads of Talent Intelligence. ##### Our goal is straight forward, help you build a skills and taskaware talent intelligence capability that: - Quantifies ROI in CFO ready terms - Connects market data, internal talent data, and AI impact modeling - Turns workforce strategy into execution, not another slide deck ## From Tactical Research to Enterprise Planning: The New Mandate ##### Talent Intelligence (TI) has moved from a tactical research function to a core enterprise planning engine, sitting at the intersection of: ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) Strategic workforce planning ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) Talent acquisition ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) Location and labor strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) Skills architecture and role redesign ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) Cost optimization and risk management The question for buyers is no longer _“Do we need TI?”_ but _“How do we buy it in a way that delivers measurable enterprise value?”_ ## The 4 Pillars of Decision-Ready Talent Intelligence From our vantage point, a modern TI platform is **not** another analytics layer on top of HRIS. It is a **system of decisioning** that answers four boardrelevant questions: ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ef5dfbbad6094c29394150_Icon%20Arrows%20Pink.svg) #### Where is work changing? Which roles, tasks, and locations are most exposed to AI, automation, and market disruption? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d388c0d2f10e1610698692_Icon-Skills-Green.svg) #### What skills will we need and by when? How do we move from job titles to a dynamic skills architecture that can be refreshed continuously? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e60b723cc491a03adf8a64_Icon%20Money.svg) #### What is the economically optimal way to respond? Hire, reskill, redeploy, or redesign roles. What combination creates the best financial outcome? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6926aad95cb81fd18ad659a4_Frame%20427320038.svg) #### How do we operationalize this at scale? How do we embed these insights into daytoday workflows for HRBPs, TA, L&D, and business leaders? ## Draup’s Lens: Talent Intelligence as a Financial Engine In this guide, we take these macro trends and turns them into a measurement model that finance leaders can work with. ### Baseline vs. TISupported State Draup evaluates every decision through two contrasted states: ###### BASELINE Reactive, experience-based sourcing Limited clarity on skills, tasks, and job structure Reliance on expensive outside agencies Limited insight into labor markets, compensation dynamics, or talent competition Limited Peer Data and Skills Data Unstructured role design and unclear requirements Longer hiring cycles and inconsistent outcomes ###### TI SUPPORTED (WITH DRAUP) Skills clarity and adjacency logic Total Addressable Talent (TAM) expansion Labor market depth, supply-demand ratios, and compensation elasticity modeling Location benchmarking for cost, sustainability, hiring friction, and competitive density Task-level role redesign to optimize cost and performance Standardized hiring playbooks Internal mobility, succession insights, and capability mapping Every value claim is measured as the delta between these two states in four dimensions: cost avoided, revenue accelerated, risk reduced, and productivity improved. ## The High-Stakes ROI: Quantifying the Delta of Intelligence When you evaluate platforms, you should expect a **line of sight to financial impact** in at least three value pools: ### Operational Metrics with Direct Financial Impact: Faster, Smater, Better Hiring Our ROI framework highlights several direct, measurable levers: ‍ 1. **TimetoFill (TTF) reduction** - Why it matters financially: Every unfilled role carries vacancy cost, which manifests as: - Lost revenue (for revenue-producing roles) - Reduced productivity - Delayed project delivery - Higher contractor/overtime spend - Increased burden on adjacent teams ‍ - Draup TI Impact Levers: - TAM expansion uncovers larger, more qualified talent pools - Alternate locations reduce hiring friction and wage pressure - Mapping the precise current and future skills - Skills adjacency broadens candidate options - Internal mobility significantly shortens ramp time - Financial Formula (Revenue/Commercial Roles): **_Vacancy Cost Avoided = Δ in Average Days to Fill × Revenue per Employee per Day_** This metric alone often produces double-digit percentage ROI for TI in Year 1 for large enterprises. Narrative for Non-Revenue Roles: For non-revenue roles, faster hiring eliminates the hidden operational drag that accumulates when critical positions stay open. Shorter vacancy periods reduce overtime costs, prevent contractor backfill spend, maintain workflow continuity, and avoid project delays that ripple across teams. Together, these effects generate meaningful and measurable cost savings, often producing strong first-year ROI for Talent Intelligence, even in functions that do not generate revenue directly. ‍ 2. **Stakeholder Satisfaction → Lower Friction Costs and Faster Hiring Cycles** Metric: NPS-style rating across hiring managers, HRBPs, recruiters, and business leaders. Why it matters financially: Higher speed, satisfaction, and confidence correlate to: - Fewer failed searches - Fewer repeated hiring cycles - Lower rework costs - Faster time-to-productivity Each “restart” of a search costs most enterprises $10K–$40K. (Draup observation) TI reduces this churn by making hiring clearer, faster, and more predictable. **_Financial Formula: Cost Savings = Reduction in Restarts x $25K average_** **_‍_** 3. **Reduced Agency Dependency → Immediate Cost Reduction** Metric: % reduction in agency-supported roles. Financial Value: Avoided agency fees of $10K–$60K+ per hire in many industries. TI Contributions: - Better role clarity reduces “hard-to-fill” scenarios - Expanded TAM reduces the need for specialized agencies - Location intelligence avoids markets with high agency dependence - Internal mobility provides a no-agency alternative - ‍ This metric is especially valuable to Fortune 5000 companies, many of which spend millions of dollars annually on agencies. Snowflake Marketplace customers using our datasets report **up to 50% faster talent acquisition and 60% reduction in talent costs**, by combining global job postings, skills, and university data with their internal systems. ### Strategic Metrics with Multi-dimensional Enterprise Value These metrics illustrate how TI elevates enterprise-wide performance, not just talent acquisition efficiency. ‍ 1. **TAM Expansion + TTF Reduction → Revenue and Productivity Outcomes** TAM (Total Addressable Talent Market) and TTF (Time to Fill) are two of the most financially meaningful levers TI can influence. ‍ - TI expands viable hiring pathways by identifying: - Adjacent, transferable skills - Alternate geographies with stronger talent supply and lower cost - Competitor hiring intensity and pipeline visibility - Opportunities to redesign or right-size roles - This expanded TAM, combined with reduced TTF, produces measurable top-line andbottom-line impact. Revenue Impact Formula for revenue-generating roles: **_‍_** - **_Revenue Captured = ΔTTF × Daily Revenue Contribution_** - Example: If TI reduces TTF by 15 days and each sales rep generates $4,000/day, then Revenue captured = 15 × 4,000 = $60,000 per hire. This is incremental value – not forecasted revenue – that would have been lost without TI. - Productivity Impact for Non-Revenue Roles: **_‍_** - **_Productivity Continuity Value = ΔTTF x Fully Loaded Daily Cost_** 1. Even though these roles do not directly produce revenue, reducing vacancy durationavoids significant operational drag. A non-revenue hire: - Enables critical functions (e.g., Finance, Compliance, Product) - Keeps project timelines on track - Prevents costly workflow delays and quality issues - Reduces dependency on contractors or temporary staff - Minimizes overtime burden on teams covering the gap 2. Why This Matters By applying standardized, finance-aligned formulas across both revenue and non-revenue roles, Talent Intelligence provides leaders with a repeatable, quantifiable modelfor measuring real economic impact, turning hiring efficiency into enterprise valuecreation. ‍ 2. **Standardization of Hiring → Higher Operating Leverage** Draup TI enables: - Dynamic job/skills architectures - Consistent competency models - Faster calibration between HR and business leaders - Fewer interview hours - Optimized recruiter workload 3. Financial Impact: **_Average Hours Saved in Hiring × Number of Hires x Fully Loaded Cost per Hour_** 4. This drives structural efficiency gains across the talent ecosystem. ‍ 4. **Quality of Hire (QoH) and Retention Lift → Reduced Replacement Cost** Quality of Hire reflects whether an organization is hiring the right talent; people who perform, stay, and grow. TI elevates QoH by improving the precision of every hiring decision. QoH is measured through: - Early attrition probability - First-year performance - Promotion velocity and internal mobility - Manager satisfaction and role fit - Draup improves QoH by enabling skills-level precision, adjacency-based talent matching,and task-level validation of role requirements, dramatically increasing the likelihood ofa successful, high-performing hire. - Why QoH Matters Financially - Poor QoH triggers expensive turnover. Replacement cost typically ranges from: - 50%–75% of annual compensation for most roles - 100%–200%+ for specialized or regulated positions (risk, actuarial, cybersecurity) - These costs include: - Lost productivity - Re-hiring and re-training expenses - Project disruption and rework - Increased burden on existing teams Even a small decrease in attrition, combined with a modest lift in productivity, producessignificant enterprise-level savings. Financial Metric Example **:** **_‍_** - **_Retention Lift Value = (Reduction in Replacement Hires × Replacement Cost per Role)_** **‍** - **Productivity Lift Value = (Productivity % Gain × Average Annual Compensation)** ‍ - Combined, these represent the total QoH financial impact. Bottom Line: Talent Intelligence strengthens enterprise talent density by ensuring theright skills, tasks, and roles are aligned from day one. This leads to higher performance, lower attrition, and substantially reduced replacement cost. This makes QoH a direct driver of enterprise value. ‍ 5. **Decision Influence → Quantified, Monetized Outcomes** TI turns qualitative insights such as hiring manager satisfaction, business leader satisfaction, and recruiter confidence into financially measurable business value. Concrete examples from Draup customers: - Selecting a lower-cost and high-talent supply market resulted in multi-million-dollar TCO savings - Redesigning a role expanded the pipeline 4×, reducing search time by 6–10 weeks - Identifying internal candidates avoided unnecessary external searches ### Enterprise-level Value Pools Enabled by Draup ‍ Draup offers capabilities (task intelligence, automation insights, location modeling) that materially expand financial impact. ‍ 1. **Role Redesign and Automation Modeling → Labor Cost Optimization** TI identifies: - Redundant tasks - Automation-ready tasks - Opportunities for consolidating roles - Future-state job architectures 2. Financial Outcomes: - Reduced labor hours - Hiring avoidance - Redeployment to higher-value work **_Financial ROI = Reduction in Labor Hours + Redeployment Value_** Across Fortune 100 enterprises, this often produces tens of millions of dollars in annual impact. ‍ 2. **Location Footprint Optimization → Structural Cost Savings** Using Draup data, enterprises identify: - Lower-cost hiring markets - More stable long-term talent ecosystems - Ways to avoid wage inflation and high attrition markets **_‍_** - **_Financial Value: Sustained savings across compensation, retention, and hiring velocity_** **_‍_** 3. **Strategic Risk Reduction → Lower Operational and Regulatory Exposure** TI provides early insight and surfaces risk in: - Critical roles (cyber, actuarial, underwriting, risk) - Supply-Demand mismatches: Ageing or shrinking talent pipelines - Automation-vulnerable roles - Geographic concentration and Attrition hotspots - Compliance staffing 4. These insights reduce financial, operational, and regulatory risk. ## Three Enterprise Value Pillars: ###### SYNTHESIZING ROI INTO A CFO-FACING SCORECARD Draup can define an unified ROI model that organizes impact into three enterprise value pillars that business and finance leaders understand: ### Cost Reduction - Reduced agency usage - Lower sourcing and interviewing costs - Role redesign and task automation savings - Location-based labor cost reductions - Leaner organizational structures ### Risk Reduction - Succession continuity - Reduced regulatory staffing gaps - Less dependence on overheated markets - Greater workforce stability - Lower probability of mis-hire ### Revenue Uplift - Faster onboarding of revenue-generating talent - Higher QoH improves productivity - Accelerated digital transformation - Improved customer experience through stronger frontline talent ## The Vendor Evaluation Checklist: 5 Non-Negotiable Capabilities We benchmarked this guide against leading analyst frameworks and common buyer guides on workforce transformation, then overlaid our own implementation experience with TI teams globally. Below is the capability stack we recommend you use to evaluate vendors and how we’ve built these into Draup. ### Skills Architecture & Job Decomposition Why it matters Without a robust skills architecture, skillsbased transformation remains a slide deck. Gartner’s research shows that few organizations have moved beyond partial pilots, despite overwhelming intent. Fast Company What “good” looks like - Continuous ingestion of external labor data to keep roles and skills current - Task level decomposition of roles to understand where AI, automation, or redeployment should occur - Hierarchical skill models (root skills → core skills → soft skills → tool stacks) linked to specific workloads How we address this Our Skills Architecture Framework: - Deconstructs jobs into granular workloads and tasks - Maps those tasks to root skills, core skills, soft skills, and tech stacks - Uses AI to track skill emergence, sustainment, and decline by function and industry This becomes the backbone for AI-ready job descriptions, reskilling pathways, and workforce planning. **Questions to ask vendors** - How do you keep your skills taxonomy current with market changes and AI disruption? - Can you show an example of tasklevel decomposition for a critical role in our organization? - How is this skills architecture reused across workforce planning, TA, and L&D workflows? ### Workforce Planning & Scenario Modeling Why it matters Gartner notes that when organizations fail to align talent with changing business needs, overall employee performance can fall by more than 25 percentage points. [IT-Online](https://it-online.co.za/2024/09/27/current-talent-management-efforts-inhibit-optimal-performance/?utm_source=chatgpt.com) What “good” looks like - Integrated view of internal workforce data and external labor markets - Scenario modeling across multiple axes: attrition, AI automation, location shifts, M&A, and product strategy - Workflows that serve HRBPs, Finance, People Analytics, and business leaders, not just a central COE How we address this Draup for Workforce Planning provides: - Realtime intelligence on talent supply, demand, cost, and skills - Predictive role modeling to forecast how skills mixes will evolve - Integrated scenario planning linking headcount, cost, and location to business priorities Our TI ROI framework then translates these into financial outcomes: time to fill reductions, labor cost optimization, and risk adjusted savings. **Questions to ask vendors** - Can you simulate the impact of a 20% automation scenario on a specific function: by role, location, and cost? - How do you represent risk in your planning models (e.g., talent scarcity, wage inflation, attrition hotspots)? ### Talent Acquisition & Internal Mobility Why it matters Deloitte’s data shows a widening “experience gap” as entrylevel roles disappear and expectations of new hires increase. [Deloitte](https://www.deloitte.com/us/en/about/press-room/deloitte-report-aims-to-help-leaders-navigate-complex-workplace-tensions.html?utm_source=chatgpt.com) Buyers need platforms that **widen the pipeline** (through adjacencies and new locations) while **tightening fit**. What “good” looks like - Total addressable talent (TAM) insights by role, skill, and geography - Skills based matching for both external candidates and internal talent - Diversity insights and pipeline visibility - Metrics that quantify TTF, agency usage, and mis hire reduction How we address this Our datasets and platform: - Provide multidimensional global labor data such as supply, demand, pay, diversity, and migration, for 12K+ skills and thousands of roles - Map career paths and skill adjacencies to expand TAM and power internal mobility - Enable customers (via Snowflake and the platform) to cut time to hire and talent costs significantly **Questions to ask vendors** - Show us how your platform would expand the TA pool for one of our “hardtofill” roles. - How do you operationalize internal mobility recommendations in manager and HRBP workflows? ### AI Impact Modeling & Role Transformation Why it matters Generative AI is creating **tasklevel disruption**, not just joblevel. McKinsey estimates that millions will need to change roles or occupations by 2030 due to automation. [McKinsey & Company Business Insider](https://www.mckinsey.com/~/media/McKinsey/Industries/Public%20and%20Social%20Sector/Our%20Insights/What%20the%20future%20of%20work%20will%20mean%20for%20jobs%20skills%20and%20wages/MGI-Jobs-Lost-Jobs-Gained-Executive-summary-December-6-2017.pdf?utm_source=chatgpt.com) What “good” looks like - Task classification into “Fully AI”, “Human + AI”, and “Human only” - Quantification of potential time savings, productivity gains, and headcount implications - AI-ready job descriptions that reflect new responsibilities and tools - Reskilling pathways for impacted employees How we address this Etter provides: - Task Analysis and Workload Intelligence models that decompose roles into discrete tasks and classify automation readiness - AI Impact models that compare preAI vs AI integrated execution and quantify gains - AIReady JD models that embed AI responsibilities, required skills, and tool stacks, with explainable rationales Industry analyst Josh Bersin calls Etter “one of the most advanced, groundbreaking tools…to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI.” **Questions to ask vendors** - How do you distinguish between automation, augmentation, and human essential work? - Can your models be aligned to our internal cost baselines and productivity metrics? ### Data, Trust, and Governance Why it matters High quality, bias aware data is the foundation of defensible workforce decisions. BCG frames skills mismatch as a hidden tax; poor data multiplies that tax. [Job Market Monitor](https://jobmarketmonitor.com/2020/01/19/global-skills-mismatch-affects-1-3-billion-people-worldwide-is-imposing-a-6-annual-tax-on-the-global-economy/?utm_source=chatgpt.com) What “good” looks like - Transparent data sources and normalization methodology - Global coverage across roles, skills, industries, and locations - Compliance with SOC2, GDPR, ISO, and responsible AI standards - Clear controls for how internal data is combined with external data How we address this We combine AIdriven collection with human curation to keep our labor datasets current and biasaware, and we operate against global standards like SOC 2, GDPR, and ISO 27001, while participating in industry groups focused on responsible AI. **Questions to ask vendors** - What percentage of your data is refreshed monthly/quarterly? - How do you document and audit bias in your models? - How do you separate customer data from your global data assets? ## Customer Evidence: What Leading Enterprises Are Doing ‍ ### PayPal: Building a SkillsFocused Talent Intelligence Function ‍ PayPal uses our platform to align workforce strategy and talent acquisition with marketlevel skills and location data. The company’s Talent Intelligence team leverages our analytics to benchmark skills, map adjacencies, and track skill evolution across roles and functions. ‍ As Sam Fletcher, former Head of Talent Intelligence at PayPal, puts it, _“Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights…with everything consolidated under one platform.”_ ‍ The impact: faster labor market research, a more dynamic understanding of skills supply, and greater capacity in the TI team to support strategic decisions, not just ad-hoc requests. ‍ ### Enterprises Scaling AIReady Workforces with Etter ‍ Across industries, customers are using Etter.ai to: - Identify which roles and tasks are most affected by AI - Quantify potential savings from automation vs redeployment - Design AIready job descriptions and skills plans - Build transformation roadmaps that are explainable to business leaders and regulators ‍ Etter is built on the same multidimensional labor and market data that underpins our talent intelligence platform, spanning 1.5M+ companies, 850M+ professionals, 12K+ skills and 4M+ career paths, giving leaders a factbase to connect AI strategy with workforce reality. ## Your Buyer’s Checklist When you move into formal evaluation, we recommend structuring your RFP or scorecard around six dimensions: ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e75adb7f55e41ab765c925_Icon%20target%20pink.svg) #### Strategic Alignment - Does the vendor provide a CFOready ROI framework (not just dashboards)? - Can they demonstrate impact in cost, risk, and revenue terms? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d388c0d2f10e1610698692_Icon-Skills-Green.svg) #### Skills & Work Redesign Depth - Can the platform support a repeatable skills architecture and reuse it across SWP, TA, and L&D? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e4d24d5075926ecb98b513_Frame%20427319510%20(1).svg) #### Data Coverage & Quality - What’s the scale and freshness of labor data (professionals, job posts, companies, skills, locations)? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d61e3b8f57365cd447736e_Icon-Bot-Red.svg) #### AI Impact & Automation Modeling - Can the platform show rolelevel and tasklevel AI impact, with clear assumptions and the ability to plug into your cost models? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fb643df9b65dabf43210f3_Frame%20427320412.svg) #### Workflow Integration & Adoption - How does the product embed into the daily work of HRBPs, TA, People Analytics, and line leaders? - Are there agentic workflows or playbooks, not just BI dashboards? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e60b72adf4ca75c5438727_Icon%20User%20Group%20Blue.svg) #### Customer Proof & Scalability - Does the vendor have proven deployments with large enterprises, ideally including Fortune 500 or Fortune 10 peers? ## The "Cost of Inaction" (COI) Table Risk Area Status Quo (The "Hidden Tax") **Draup-Led Strategy** Risk Area Hiring Speed Status Quo (The "Hidden Tax") High "Vacancy Tax" due to narrow talent pools. Draup-Led Strategy Accelerated revenue through 15-day TTF reduction. Risk Area AI Strategy Status Quo (The "Hidden Tax") Reactive role-cutting; loss of institutional knowledge. Draup-Led Strategy Proactive role-redesign; maximizing human-AI synergy. Risk Area Financial Clarity Status Quo (The "Hidden Tax") Guesswork and "gut feel" talent planning. Draup-Led Strategy Defensible, CFO-ready workforce investment models. ## Conclusion ‍ External research is unambiguous: skills mismatch and AI-driven disruption are imposing a real, measurable tax on organizations. [BCG Global](https://www.bcg.com/press/15january2020-fixing-the-global-skills-mismatch?utm_source=chatgpt.com) At the same time, most enterprises are only at the very beginning of their skills-based and AI-ready workforce journey. [Fast Company](https://www.fastcompany.com/91250831/this-is-how-hr-leaders-can-lead-the-transition-towards-a-skills-based-future?utm_source=chatgpt.com) **Talent Intelligence Is Now a Core Driver of Enterprise Value** Talent Intelligence has moved far beyond its historical role as an HR support function. In an environment defined by economic volatility, accelerated AI adoption, and intensifying talent constraints, TI now operates as a financial engine. It directly shapes an organization’s cost base, productivity trajectory, risk exposure, and long-term revenue capacity. ‍ Draup’s ROI framework introduces the rigor enterprises have been missing: a system that quantifies, with precision, the financial impact of every workforce decision. Through this model, leaders gain visibility into: - Cost efficiencies unlocked - Revenue accelerated by faster, smarter hiring - Risk reduced through proactive talent planning - Productivity and performance gains across the organization ‍ For CFOs, CHROs, CIOs, COOs, and business unit executives, Talent Intelligence is no longer optional. It is a strategic lever for enterprise performance, enabling organizations to allocate capital more effectively, deploy talent with greater accuracy, and build a workforce capable of winning in an AI-driven economy. The future of TI is quantitative, financially grounded, task-aware, and deeply embedded into enterprise planning. The enterprises that embrace TI as a financial discipline, not merely a talent initiative, will define the next decade of competitive advantage. ‍ As you evaluate platforms, use this guide to separate reporting tools from true Talent Intelligence engines. Favor vendors who can: - Operate on a global, trustworthy data foundation - Model skills and tasks at the level where AI and automation decisions are made - Integrate deeply with your planning, reskilling, and AI initiatives - Stand shoulder-to-shoulder with your finance team in quantifying ROI ‍ Those are the capabilities that will determine which organizations turn today’s skills crisis into tomorrow’s competitive advantage and which simply watch the numbers move in the wrong direction. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. 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GDPR/CCPA Aligned 140+ Countries 240 Languages 33 Industries Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ## AI-Ready in Minutes ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/690dc7d93f2092fb4321eaa7_Icon%20Plug.svg) #### Connect Once Establish MCP connectivity between Draup Data Shares and your AI environment (copilots, LLM agents, research assistants). ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e8a5e8fa22351df0f208c0_Icon%20Chat%20Yello.svg) #### Query Naturally Models request insights on demand, whether it’s job market shifts, compensation benchmarks, outsourcing data, buying signals or talent flows. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/690dc80e92e42d1ad7942c4c_Icon%20Arrows.svg) #### Stay in Sync MCP ensures your AI applications always access the most current Draup data, without re-ingestion or manual refreshes. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685e5974b8cb311fe901c8c4_Icon%2013.svg) #### Scale with Confidence Handle enterprise-level query volumes while keeping your AI assistants fast and reliable. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685e5974f3d633909b78c300_Icon%2011.svg) #### Future-Proof As AI ecosystems standardize around MCP, Draup ensures your data remains ready for next-gen applications. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/690dc8553aaf31e888640f6b_Icon%20Lock.svg) #### Secure by Design Enterprise-grade authentication, encryption, and role-based controls protect sensitive intelligence. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/690d97f960076642103adfee_Gradient.svg) ## Get Startedin Under 2 Minutes ##### 1 #### Open Your MCP-Enabled Copilot or CRM Assistant Access the settings section for configuring MCP servers — available in most modern copilots, including ChatGPT Enterprise, Anthropic Claude, or Microsoft 365 Copilot. ##### 2 #### Register the Draup MCP Sales Endpoint Add Draup as an MCP server to enable live sales and market context. ##### 3 #### Refresh or Restart Your AI Environment Once saved, your copilot will automatically detect the new Draup MCP Sales Server, ready to deliver real-time prospect and account insights. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/690d937eb5718afbd937f412_d4542af16d31fe6ab62020805980a569_copilot.svg) ##### 4 #### Run Your First Query **Try asking:** “Find companies that opened R&D centers in Southeast Asia this quarter.” “Show new VPs of Engineering hired by Series A fintech startups.” “List firms adopting Kubernetes or Snowflake in the last 90 days.” ‍ Your copilot instantly retrieves verified Draup data without any CSV uploads or API scripting. ##### 5 #### Power Your GTM Stack Integrate MCP queries into copilots, assistants, or your custom LLM workflows to enable hyper-personalized outreach at scale. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Create Hyper-Personalized Sales Email ### Prompt: You are an SDR. Draft an opening email referencing {{company\_name}}’s recent {{round\_type}} round and the hiring of {{new\_vp\_sales}}. ### Request to MCP: Find all VP of sales from small companies who raised Series A recently ![Image of Example Model Context Protocol request ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/690d9a82dc4be8c780e21bc6_mcp-input.svg) ### Output: Your copilot will automatically query Draup’s funding dataset through MCP, delivering verified, up-to-date context, no data engineering required. ![Image of Example Model Context Protocol output](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6912cd9602db1a256fbb7705_sales-mcp-output.svg) ## Let’s Talk Data. Your next move depends on it Your copilot will automatically query Draup’s skills dataset through MCP, delivering verified, up-to-date context, no data engineering required. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b65f87486391871efc31fb_bg-mesh.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b65f4a8dacda1efed2254d_right-decor.svg) ## Impactful insights, delivered real-time Access insights via API, custom data feeds, the Draup platform or using MCP [![A image describes API Integration](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5fbb0d313863989f_Talent%20Home%201.png)\\ **APIs & Integrations** \\ \\ Best for\\ \\ Embedding live insights in workflows without storing data\\ \\ - Native integrations with 33+ CRMs, like Salesforce, Hubspot, Microsoft Dynamics CRM, etc.\\ - Real-time access to critical data\\ - Enhanced security and data Integrity\\ - Efficient API performance with flexible limits\\ \\ Learn more](https://draup.com/sales/data/api) [![A image describes Custom Data Feed](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5d70126026a86144_Talent%20Home%202.png)\\ **Custom Data Feed** \\ \\ Best for\\ \\ Analytics at scale & joining Draup with internal data\\ \\ - Highly customizable feeds for workflow needs\\ - Scheduled pushes to data lakes/warehouses (S3, ADLS, BigQuery, SFTP)\\ - Scalable use cases with the data\\ - Integrates with internal data assets for co-pilots/agents\\ \\ Learn more](https://draup.com/sales/market-intelligence-data) [![A image describes Draup AI-SaaS Platform](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743ad17b1f3b9e7b880d_2b96d6882b630cc8f72a05eaff642c8f_Talent%20Home%203.png)\\ **Draup Platform** \\ \\ Best for\\ \\ Fastest time-to-value, \\ \\ no build required\\ \\ - Ready-to-use UI with 200+ productized use cases & workflows\\ - Leverage visualizations & workflows to drive seller action with no overhead\\ - Enterprise controls: SSO, RBAC, governance\\ - Integrates UI & functionality into CRM apps\\ \\ Book a demo](https://draup.com/book-a-demo) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Powered by unparalleled global market data Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667933aa493926f0085975_White%20set%20(14).svg) 700M+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667933aa493926f0085975_White%20set%20(14).svg) 700M+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ## Frequently Asked Questions ### How does MCP differ from traditional APIs? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) MCP is designed specifically for AI consumption, providing semantic context and real-time access without the overhead of REST APIs or webhook management. ### What happens if we change AI platforms? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) MCP's standardized protocol means your Draup data integration works across any MCP-compatible AI platform without reconfiguration. ### Can we control data access at a granular level? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes, you can set permissions by data type, AI application, user role, and even specific query patterns. ### How quickly do updates flow to our AI applications? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Updates are available immediately through the MCP connection - no batch processing or manual refreshes required. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b661c6889daaea9cb148f6_Grid%20Bottom%20Light.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Talent Intelligence Solutions [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # AI-Native Talent Intelligence for Copilots and LLMs Access global labor market data through the Model Context Protocol (MCP). By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. GDPR/CCPA Aligned 140+ Countries 240 Languages 33 Industries Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) Loved by Analysts Trailblazer in HR Technology ![The joshbersin Company Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a6729b66cf6a68f660_Joshbersian.svg) ![Gartner Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a69126d3e459f94a00_Gartner.svg) 9 mentions in reports and Hype Cycles​ ## AI-Ready in Minutes Now your HR copilots, recruiting assistants, and LLM-powered apps can reason over real-time skills, roles, talent mobility and more labor market data, without custom APIs or heavy CSV exports. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/690dc7d93f2092fb4321eaa7_Icon%20Plug.svg) #### Connect Once Establish MCP connectivity between Draup Data Shares and your AI environment (copilots, LLM agents, research assistants). ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e8a5e8fa22351df0f208c0_Icon%20Chat%20Yello.svg) #### Query Naturally Models request insights on demand, whether it’s job market shifts, compensation benchmarks, outsourcing data, buying signals or talent flows. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/690dc80e92e42d1ad7942c4c_Icon%20Arrows.svg) #### Stay in Sync MCP ensures your AI applications always access the most current Draup data, without re-ingestion or manual refreshes. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685e5974b8cb311fe901c8c4_Icon%2013.svg) #### Scale with Confidence Handle enterprise-level query volumes while keeping copilots and assistants fast and reliable. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685e5974f3d633909b78c300_Icon%2011.svg) #### Future-Proof As AI ecosystems standardize around MCP, Draup ensures your data remains ready for next-gen applications. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/690dc8553aaf31e888640f6b_Icon%20Lock.svg) #### Secure by Design Enterprise-grade authentication, encryption, and role-based controls protect sensitive intelligence. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/690d97f960076642103adfee_Gradient.svg) ## Get Startedin Under 2 Minutes ##### 1 #### Open Your Copilot or MCP Client Settings Navigate to where your copilot or LLM-based HR assistant configures MCP servers (for example, in your OpenAI GPT configuration, Anthropic Claude workspace, or Microsoft Copilot Studio). ##### 2 #### Register Draup as an MCP Server Add a configuration block referencing your Draup MCP endpoint and credentials ##### 3 #### Refresh Your Copilot or LLM Environment Save the configuration and refresh or restart your copilot app. You’ll see “Draup MCP Talent Server” listed among available data sources. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/690d937eb5718afbd937f412_d4542af16d31fe6ab62020805980a569_copilot.svg) ##### 4 #### Run Your First Query **Try asking:** “Show me emerging AI and cybersecurity skills in India and Europe.” “What roles are declining in demand across the automotive sector?” “Find internal talent that matches new AI Engineer job openings.” ‍ Your copilot will fetch live workforce intelligence from Draup’s governed MCP dataset. ##### 5 #### Start Building Custom Copilot Flows Integrate Draup MCP queries into your HR analytics dashboards, internal GPTs, or Power Automate workflows, turning every workforce planning conversation into an AI-powered insight moment. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Example: AI Powered Skills Trends Analysis ### Prompt: You are an HR analyst. Summarize the top five skills gaining demand in {{industry}} over the last {{time\_window}}, highlighting growth rates and emerging regions. ### Request to MCP: Find the top five emerging skills in the semiconductor industry over the past quarter ![Image of Example Model Context Protocol request ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/690d9a82dc4be8c780e21bc6_mcp-input.svg) ### Output: Ranked profiles with the task and skill evidence, level alignment, and location fit Chip Design Automation Analog Mixed-Signal Verification Power Electronics & SiC RISC-V Architecture Advanced Packaging & 3D IC ## Let’s Talk Data. Your next move depends on it Your copilot will automatically query Draup’s skills dataset through MCP, delivering verified, up-to-date context, no data engineering required. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b65f87486391871efc31fb_bg-mesh.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b65f4a8dacda1efed2254d_right-decor.svg) ## Impactful insights, delivered real-time Access insights via API, custom data feeds, the Draup platform or using MCP [![A image describes API Integration](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5fbb0d313863989f_Talent%20Home%201.png)\\ **APIs & Integrations** \\ \\ Best for\\ \\ Embedding live insights in workflows without storing data\\ \\ - Native integrations with 33+ HCM, HRIS, ATS and more, like Workday, SAP Successfactors, etc.\\ - Real-time access to critical data\\ - Enhanced security and data Integrity\\ - Efficient API performance with flexible limits\\ \\ Learn more](https://draup.com/talent/data/api) [![A image describes Custom Data Feed](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5d70126026a86144_Talent%20Home%202.png)\\ **Custom Data Feed** \\ \\ Best for\\ \\ Analytics at scale & joining Draup with internal data\\ \\ - Highly customizable feeds for workflow needs\\ - Scheduled pushes to data lakes/warehouses (S3, ADLS, BigQuery, SFTP)\\ - Scalable use cases with the data\\ - Integrates with internal data assets for co-pilots/agents\\ \\ Learn more](https://draup.com/talent/labor-market-data) [![A image describes Draup AI-SaaS Platform](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743ad17b1f3b9e7b880d_2b96d6882b630cc8f72a05eaff642c8f_Talent%20Home%203.png)\\ **Draup Platform** \\ \\ Best for\\ \\ Fastest time-to-value, \\ \\ no build required\\ \\ - Ready-to-use UI with 200+ productized use cases & workflows\\ - Leverage visualizations & workflows to drive seller action with no overhead\\ - Enterprise controls: SSO, RBAC, governance\\ - Integrates UI & functionality into CRM apps\\ \\ Book a demo](https://draup.com/book-a-demo) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Unparalleled global labor market data Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ## Frequently Asked Questions ### How does MCP differ from traditional APIs? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) MCP is designed specifically for AI consumption, providing semantic context and real-time access without the overhead of REST APIs or webhook management. ### What happens if we change AI platforms? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) MCP's standardized protocol means your Draup data integration works across any MCP-compatible AI platform without reconfiguration. ### Can we control data access at a granular level? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes, you can set permissions by data type, AI application, user role, and even specific query patterns. ### How quickly do updates flow to our AI applications? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Updates are available immediately through the MCP connection - no batch processing or manual refreshes required. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b661c6889daaea9cb148f6_Grid%20Bottom%20Light.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Talent Acquisition Strategies [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ## 3 Emerging Talent Acquisition Strategies to Implement in 2025 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6839718b7d989e2c31fe8e97_Size%3DSmall%2C%20Color%3DRegular%20(1).svg) Team Draup 3 min read July 23, 2025 Share The modern workforce is adjusting to the crisis with either a hybrid or complete work-from-home culture. Talent acquisition teams bear the brunt of operating faster with the market becoming increasingly competitive. The changing hiring needs force them to always be on their toes, adjusting hiring strategies. To [win the talent war](https://draup.com/talent/blogs/winning-the-talent-war-with-ai-powered-recruitment-insights) in the unpredictable future of work, HR teams must revisit their talent acquisition strategies and modernize their approaches on how job seekers can be reached. With the pandemic killing the monotonous in-person hiring process, we explore a few next-gen solutions that will shape the recruitment landscape in 2025 and beyond. # **The Future of Talent Acquisition Strategies: Remote, Inclusive, and AI-Driven** ### **Remote talent acquisition strategies are the new norm** The pandemic has made HR leaders shift to remote hiring as the traditional face-to-face talent acquisition strategies continue to face a declining trend. Despite shrinking teams and limited human contact, the crisis has challenged talent acquisition teams to deliver meaningful hiring experiences. Emerging talent acquisition strategies and trends, such as video interviewing and virtual hiring events, are becoming commonplace. Recruiters are also keen on exploring other hiring technologies that provide constant access to the available talent pool data. While limited interaction remains a significant hurdle in today’s talent acquisition strategies, the benefits of embracing remote hiring are visible across all industries. Here are some of the advantages hiring leaders are experiencing with the remote-first hiring model: - **Access to a broader talent pool**: The major obstacle while sourcing candidates is their geographical distance, which restricts recruiters from hiring quality talent. With companies across the globe adjusting to the home workspace, HR professionals have the freedom to hire candidates without limiting them to location and relocation costs. - **The new talent acquisition strategies is now quicker than ever**: The introduction of video interviews and applicant tracking software has clearly benefited talent leaders. Implementing these must-have solutions in today’s fast-paced talent acquisition strategies makes the new talent acquisition strategies less time-consuming and more well-organized. To take full advantage of these benefits mentioned above, talent acquisition teams must take a proactive approach to remote hiring. These benefits not only complement HR leaders in the new talent acquisition strategies, but they also have the potential of saving both time and money. ### **Growing and evolving with diversity & inclusion in the workplace** The post-pandemic workplace is experiencing growing awareness around social exclusion faced by workers from underrepresented communities. Talent managers are aware of the [impact diversity, and inclusion practices](https://draup.com/talent/blogs/diversity-inclusion-in-the-workplace-need-of-the-hour-for-organizations) bring to the workplace, thus forcing them to prepare future-forward D&I programs that promote a culture of belonging. Companies with meaningful diversity and inclusion programs have empowered the under-dominated talent acquisition strategies to thrive personally and professionally. Following are a few tried-and-tested strategies to help achieve a D&I-friendly workspace: - Addressing concerns and evaluating the progress of D&I efforts by instituting an independent focus group. - Evolving with learning programs that educate about inclusiveness in the workplace. Companies with an ongoing learning culture encourage constant conversations from all employees, irrespective of their role in the organization. - Standardizing gender-neutral language in meetings and other important discussions. Talent managers can leverage the use of AI-powered talent acquisition strategies in identifying diversity challenges before they take root within your organization. Workforce planners are also provided with actionable insights to re-evaluate their existing D&I courses. ### **Tailoring experiences with employer branding** More than 90% of candidates consider quitting their jobs to join a company with an excellent brand reputation. [Employer branding](https://draup.com/talent/blogs/recruitment-marketing-101-strategies-for-proactive-talent-acquisition) was a must-have recruiting strategy even in the pre-pandemic world. And as studies highlight the valuable role branding plays in reducing turnover rates, creating a fool-proof plan is essential to succeed in uncertain times. Enterprises can integrate technologies like artificial intelligence to enhance their brand-building process. Here are some ways that AI can support employer branding initiatives: - **Chatbots enhancing recruitment from the get-go**: The advent of AI in the form of chatbots has reshaped the traditional talent acquisition strategies. With AI-powered chatbots used in recruitment, talent acquisition teams enhance their branding experience for the candidates right from the moment they are alerted about the job posting. These chatbots share valuable pieces of information about the job beforehand, helping candidates prepare well before the interview stage. Such necessary details help candidates go ahead with the interview without any added pressure of knowing nitty-gritty about the employer or the job role. - **Modernizing employee engagement**: With artificial intelligence, organizations and applicants have access to channels that enable seamless ways to communicate and collaborate despite the challenges induced by the pandemic. This further enhances the work experience and empowers the organization to uphold its brand promises to existing employees and potential recruits. With AI-powered solutions, organizations can improve their identity in the minds of their employees. The increasing influence of technologies like AI and ML in the post-pandemic world makes them an indispensable part of branding. After all, we live in times where technologies complement humans towards shared goals and visions. Once you work with the trends mentioned above, you’ll be well on your way to hiring powerhouse teams across departments. With talent intelligence platforms like Draup, HR leaders and talent acquisition teams of Fortune 500 companies make amends to their archaic talent acquisition strategies by leveraging the platform’s in-depth insights on the talent acquisition strategies. Draup’s new-age recruitment tool assists talent management teams in addressing pressing issues like D&I practices and streamlining the process of remote hiring. Further, the handiness of the analytics-driven platform is also imperative in reskilling the existing talent force in emerging high-demand areas. [Book a demo now!](https://draup.com/book-a-demo) ### Related Articles [![Hiring Trends](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6867675e2a75a8aa27737fbb_3-Emerging-Hiring-Trends-to-Implement-in-2022-.avif)\\ \\ **3 Emerging Talent Acquisition Strategies to Implement in 2025** \\ \\ With the hiring market becoming increasingly competitive, Talent Acquisition Strategies bear the brunt of operating faster and smarter.\\ \\ July 23, 2025](https://draup.com/talent/blogs/3-emerging-talent-acquisition-strategies-to-implement-in-2025) [![Model Context Protocol](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68762d5079c00796695aae8e_TECH-BLOG2%205.avif)\\ \\ **Draup Data Now Available via the Model Context Protocol (MCP)** \\ \\ Access Draup’s intelligence via MCP to power LLMs with real-time data—enabling richer prompts, faster RAG, and easier AI integration.\\ \\ July 15, 2025](https://draup.com/talent/blogs/draup-data-now-available-via-the-model-context-protocol-mcp) Subscribe to the newsletter Get the latest talent experience insights delivered to your inbox. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) We use cookies to run this site and improve your experience. **Accept** allows all cookies, **Reject** keeps only essential ones. See our [Privacy Policy](https://draup.com/privacy-policy) and [Cookie Policy](https://draup.com/cookie-policy) for details. [Preferences](https://draup.com/talent/blogs/3-emerging-talent-acquisition-strategies-to-implement-in-2025#) [Reject](https://draup.com/talent/blogs/3-emerging-talent-acquisition-strategies-to-implement-in-2025#) [Accept](https://draup.com/talent/blogs/3-emerging-talent-acquisition-strategies-to-implement-in-2025#) Manage Consent Preferences by Category Essentials **Always active** Necessary for the site to function. Always On. Marketing Used for targeted advertising. 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Something went wrong while submitting the form. ## AI Market Intelligence [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ## Uncover Strategic Market Intelligence with AI-Powered Sales Intelligence Platforms ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6839718b7d989e2c31fe8e97_Size%3DSmall%2C%20Color%3DRegular%20(1).svg) Team Draup 4 min read July 30, 2024 Share _Salesforce report says top performing sales teams are_ [**_3.5 times_**](https://www.salesforce.com/form/conf/2016-state-of-sales/?conf-redirect=true) _more likely to leverage sales analytics than underperforming teams. AI-powered Sales Intelligence platforms are fast taking the center stage in enterprise sales motions – due to the quality of market intelligence on serviceable TAM they instantly generate._ AI-powered Sales Intelligence platforms are fast tracking the process of finding the most high -potential target accounts – by **tapping in real-time, most relevant market intelligence and actionable signals from the target serviceable market.** This really changes the game – ensuring enterprise sales team do not leave out any potential opportunity in the market untapped. **Real-time market signals**(like market trends, competitor activities, leadership changes, etc) coupled with **deep account – level insights**(like current market condition, firmographic data, IT/Tech landscape, outsourcing trends, primary stakeholders/key decision-makers, and business intentions), allows precision targeting. Sales professionals can engage with high-potential prospects by introducing them to the product features and content which resonate with their goals and challenges. With [AI-driven predictive analytics](https://draup.com/sales/blog/navigating-ai-driven-sales/), sales professionals can analyze the trends and patterns to accurately predict market movements, future market trends and customer needs. This allows for better allocation of organizational resources, streamlined sales plan execution, and ability to stay relevant in the market by anticipating and addressing challenges proactively. # **Unlock Advanced Market Intelligence and Buyer Intent with AI-powered Sales Intelligence Platforms** Understanding the buyer intent is a critical first step for sales professionals while creating their outreach strategy. By integrating advanced AI capabilities into their process and leveraging the real-time intent insights, sales professionals can easily decode buyer behaviours and market intelligence and signals to capitalize on emerging opportunities. With real-time buyer and market intelligence, sales professionals can stay up to date with evolving buyer preferences and can have access to market intelligence and signals, real fast. Access to this in-depth data enables personalization of sales strategies which are tailored to individual account/buyer/industry intent signals across various touchpoints. For example, a healthcare company has just announced their new expansion strategy that entails investments into telemedicine, robotic surgery. This initiative aims to enhance patient care, operational efficiency, and clinical outcomes through advanced technology solutions. Based on this market intelligence on such expansion plans, sales teams can prioritize their target accounts, understand the competitive landscape, identify the incumbent vendors – and tailor their messaging/account penetration plans to drive more success. ![Uncover Market Intelligence with AI-driven Analytics](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68594781a595e1c9ca004b40_Uncover-Strategic-Market-Intelligence-with-AI-Powered-Sales-Intelligence-Platforms-02-scaled.avif) Sales professionals can get insights into the current tech landscape of the organization, financials, business intentions, market signals, their top locations, key decision-makers/executives, etc. These data-driven insights can be further drilled down as: ### **1\. Account – Level Intelligence: Primary and secondary verticals, growth and ratios, the tech/IT spend, revenue forecasts, etc.** With this [market intelligence data](https://draup.com/sales/blog/uncover-strategic-market-intelligence-with-ai-powered-sales-intelligence-platforms/), sales teams can set realistic expectations from the target company (if they have budget allocated for the initiative), adjust their pricing by demonstrating ROI and efficiency gains, and aim to frame their strategy around the same verticals. For example, the healthcare provider is anticipating a 20% increase in tech/IT spend over the next six months. With this insight, sales professionals can designate it as a high-priority account and allocate their top resources and expertise, securing a buy-in from the key-decision makers involved. ### **2\. Buyer – Level Intelligence: Decision-making engagement, budget control, influence on the deal, buyer’s geographical impact, the overall experience, etc.** The capability to pinpoint the key decision makers and their involvement in the deal allows sales professionals to allocate their resources and time effectively. Also, understanding the key decision maker’s profile (expertise, skills, operational setup) gives a comprehensive understanding of the process workflow, tools they might be using, their hierarchy and the pain points. This allows strategic engagement by aligning the product with decision-maker’s technical knowledge and professional interests, highlighting features and benefits that resonate the most given their requirements. For example, with this strategic expansion across 10 hospital locations worldwide, the healthcare company is aiming to improve patient care efficiency by 30% over the next year. With targeting the right-decision makers for the project, sales professionals can demonstrate tangible benefits that resonate with decision-makers’ priorities and cater to specific regional needs, maximizing the chances of securing the deal. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68594781a595e1c9ca004b47_Uncover-Strategic-Market-Intelligence-with-AI-Powered-Sales-Intelligence-Platforms-03-scaled.avif) ### **3\. Industry – Level Intelligence: Emerging industry trends, industry-wise ecosystems, workforce distribution, top roles and technologies in demand, etc.** Having access to the clear 360-view of the ecosystem, sales professionals can have a clear understanding of market intelligence (the workforce distribution across regions) helping in prioritizing territories and allocating resources effectively, ensuring maximum market penetration. Understanding the interconnectedness of various industry players and their dependencies enables sales teams to identify strategic partnerships and collaboration opportunities. For example, with insights into healthcare ecosystem like a 30% annual increase in demand of AI over three years, sales professionals can strategically position their offerings and emphasize on ### **4\. Competitor Install Base – competitor product usage, penetration in target geographies, industries and accounts etc.** Clear visibility into the competitor’s install base enables sales professionals to customize their solutions and related messaging – to replace/outbid other incumbent vendors. Insights on competitor install base from [AI-powered Sales Intelligence platform](https://draup.com/sales/solutions/account-planning-for-abm) s can also be leveraged by enterprise sales teams to predict when accounts might switch vendors and plan accordingly. For example, the healthcare company announces investments in telemedicine and robotic surgery to improve patient care and operational efficiency. AI-powered sales intelligence platforms can help sales teams can identify the competitor’s install base in these areas and understand which vendors are currently serving them to tailor their messaging highlighting the additional benefits their solution can offer. This approach will keep sales efforts aligned with market movements and competitive dynamics, driving greater success in securing new accounts. Based on these in-depth real-time market intelligence, sales professionals can also cross-sell and upsell knowing their other needs, areas of improvement, and identifying new market entry opportunities, facilitating expansion into new areas of growth. Also, visibility into account-level insights provides potential for deeper penetration including subsidiaries and related business units maximizing revenue potential. ## **Conclusion** Harnessing real-time market intelligence enables sales professionals identify high-potential target accounts, hyper-personalize their sales strategies factoring in account – level insights, prioritize high-conversion opportunities, and optimize resource allocation. By identifying high-conversion opportunities through detailed market intelligence and predictive analytics, sales teams can prioritize their efforts on prospects most likely to convert, optimizing time and resources effectively. Moreover, real-time market intelligence empowers sales professionals to adjust their strategies dynamically based on evolving market conditions and competitor activities. Market intelligence on competitor positioning and install base allows sales teams to differentiate their offerings effectively and improve sales closure rates. AI-powered Sales Intelligence platforms provide in-depth crucial financial insights for sales professionals, including a buyer’s revenue trends, profitability, and budget allocation. These insights help them assess investment capacity and accordingly tailor solutions to align with the financial priorities of the potential account. With AI-powered Sales Intelligence platforms, sales teams can also track recent investments and financial risk indicators, enabling precise targeting and positioning of value propositions to foster stronger, trust-based client relationships. _Companies like Salesforce, Microsoft, Capegemini, Intel, PWC, Genpact, Infosys and many more leverage Draup’s AI powered Sales Intelligence platform to accelerate strategic sales motion and ABM campaigns._ _Book a demo now!!_ ### Related Articles [![AI-Powered Personalization for ABM ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685a68958f27ac039c771e8a_The-Evolution-of-Enterprise-Sales-From-Rolodexes-to-AI-Powered-Personalization-for-ABM-1.avif)\\ \\ **The Evolution of Enterprise Sales: AI-Powered Personalization for ABM** \\ \\ Explore AI-Powered Personalization for ABM and how it transforms precision-driven enterprise sales strategies.\\ \\ May 28, 2025](https://draup.com/sales/blog/the-evolution-of-enterprise-sales-ai-powered-personalization-for-abm) [![Account planning](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68594774375af49da677afe7_Unlocking-Trapped-Value-How-Better-Account-Planning-Saves-Millions.avif)\\ \\ **Unlocking Trapped Value: How Better Account Planning Saves Millions** \\ \\ Unlock hidden value with AI-powered account planning: cut costs, reduce ramp time, and improve outreach precision for enterprise sales teams.\\ \\ May 5, 2025](https://draup.com/sales/blog/unlocking-trapped-value-how-better-account-planning-saves-millions) Subscribe to the newsletter Get the latest talent experience insights delivered to your inbox. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Salesforce Integration Benefits [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) # Convert More Leads with Salesforce + Draup Draup integrates seamlessly with Salesforce to enrich your GTM workflows with real-time account, buyer, and industry intelligence. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. ![Salesforce ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6915a0fc6a0e4db683704d0d_Salesforce.webp) ## Why Draup + Salesforce? **‍** Salesforce centralizes customer relationships while Draup enriches them with real-time market, buyer, and account intelligence. Together, they give GTM teams a complete, always-current view of their pipeline, helping them prioritize faster, plan smarter, and convert more efficiently without leaving their CRM. #### About Salesforce Salesforce is the world’s leading CRM, powering sales, marketing, and RevOps teams across industries. While it excels at managing pipelines and customer relationships, it often requires extensive research to keep data fresh. Draup solves this by embedding enriched account, buyer, and industry intelligence directly into Salesforce, so your GTM teams always act with the latest context. ## How the Integration Works - _1_ **Enrich** Salesforce records with buyer, account, and industry signals from Draup. - _2_ **Surface** real-time changes such as org shifts, hiring trends, digital maturity, market movement. **‍** - _3_ **Activate** stronger account planning motions using org charts, role insights, and capability signals. - _4_ **Accelerate** deal cycles with AI-ready data fueling forecasting and copilot experiences. ## GTM teams that use Salesforce + Draup see - Better qualification powered by external intelligence. - Stronger account planning using verified org and technographic insights. - Faster deal cycles due to reduced manual research. - A smarter, more complete Salesforce experience aligned with market realities. ## ‍ ## What You Can Do - Prioritize accounts and leads using real-time growth, hiring, and buyer movement signals. - Build more informed account strategies using org charts, technology stacks, and capability insights. - Improve forecasting accuracy by adding external market and account-level signals to Salesforce data. - Spot expansion opportunities with insights into role shifts, digital maturity, and market direction. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6912d52536f37c9351463b1c_fd13387b87f9dfc5e077c365d2693729_implementation.svg) ## Draup Works Wherever Your Teams Work Draup connects with 30+ CRMs and sales platforms, so your sellers, marketers, and RevOps leaders get intelligence in the tools they already use. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b65f87486391871efc31fb_bg-mesh.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b65f4a8dacda1efed2254d_right-decor.svg) ## Frequently Asked Questions ### What type of intelligence does Draup bring into Salesforce? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup adds structured account, buyer, and industry signals that enhance GTM visibility inside Salesforce. ### How does Draup typically integrate with Salesforce? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) The connection is designed to align smoothly with existing Salesforce workflows, making enriched intelligence easily accessible. ### Can this improve pipeline quality and prioritization? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Many teams use the additional signals by Draup to refine lead and account prioritization for stronger GTM outcomes. ### How frequently is the intelligence updated? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Data refreshes occur everyday so teams stay aligned with the latest account and market movements. ### Which teams benefit the most from this integration? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Marketing, sales, SDR teams, and RevOps generally see the strongest improvements. ### Does this help with AI, copilots, or forecasting tools? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes, structured Draup datasets often support AI-driven GTM workflows and predictive revenue models. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b661c6889daaea9cb148f6_Grid%20Bottom%20Light.svg) ## Impactful insights, delivered real-time Access insights via API, custom data feeds, the Draup platform or using MCP [![A image describes API Integration](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5fbb0d313863989f_Talent%20Home%201.png)\\ **APIs & Integrations** \\ \\ Best for\\ \\ Embedding live insights in workflows without storing data\\ \\ - Native integrations with 33+ CRMs, like Salesforce, Hubspot, Microsoft Dynamics CRM, etc.\\ - Real-time access to critical data\\ - Enhanced security and data Integrity\\ - Efficient API performance with flexible limits\\ \\ Learn more](https://draup.com/sales/data/api) [![A image describes Custom Data Feed](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5d70126026a86144_Talent%20Home%202.png)\\ **Custom Data Feed** \\ \\ Best for\\ \\ Analytics at scale & joining Draup with internal data\\ \\ - Highly customizable feeds for workflow needs\\ - Scheduled pushes to data lakes/warehouses (S3, ADLS, BigQuery, SFTP)\\ - Scalable use cases with the data\\ - Integrates with internal data assets for co-pilots/agents\\ \\ Learn more](https://draup.com/sales/market-intelligence-data) [![A image describes Draup AI-SaaS Platform](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743ad17b1f3b9e7b880d_2b96d6882b630cc8f72a05eaff642c8f_Talent%20Home%203.png)\\ **Draup Platform** \\ \\ Best for\\ \\ Fastest time-to-value, \\ \\ no build required\\ \\ - Ready-to-use UI with 200+ productized use cases & workflows\\ - Leverage visualizations & workflows to drive seller action with no overhead\\ - Enterprise controls: SSO, RBAC, governance\\ - Integrates UI & functionality into CRM apps\\ \\ Book a demo](https://draup.com/book-a-demo) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6915b1809e4e6dbbe661e559_mcp-image.png)\\ **Model Context Protocol** \\ \\ Best for\\ \\ Real-time Al workflows & LLM applications\\ \\ - Native integration with Claude, OpenAl, and MCP-compatible Al tools\\ - Zero ETL, models query live data without pipelines or reindexing\\ - Governed access with token-based scopes, Pll masking, and audit trails\\ - Grounded, real-time data prevents LLMs from generating outdated or inaccurate insight\\ \\ Learn more](https://draup.com/sales/data/model-context-protocol) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Draup's Account Growth [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # Accelerating account growth for a New York based $13B services leader Discover How Draup Helped Unlock $30M+ in Additional Pipeline for IT Services Accounts ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440582100a3a09ce165d_Icon-user.svg) 40,000+ Employee Count ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406b7cd9129596beac3_Icon-doller.svg) $13.8 Bn Revenue ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406c7057d6b23b7f211_Icon-factory.svg) Management Consulting Industry ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440592f0256f7d6a6e69_Icon-pin.svg) New York, USA Headquarters ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## About the Company A global strategy and management consulting leader, the company supports Fortune 500 enterprises across industries in driving business growth, digital transformation, and operational excellence. To strengthen client impact, its teams are increasingly focused on leveraging AI-driven account intelligence and data-backed insights for strategic account expansion. The depth and accuracy of Sales Intelligence that Draup provides is impeccable. Beyond the impact that Draup creates for my customers, the real delight is in my personal experience working with the Draup team. They are highly invested and take care of my needs as a client in providing updates, custom solutions, custom reports, etc., and help me and my organization succeed. Really, Kudos to the team. Associate Partner ## Before Draup ##### 1 ### Limited Account Visibility Client-facing teams struggled to access unified, actionable insights across their top accounts, leading to inconsistent account planning. ##### 2 ### Manual and Fragmented Research Gathering intelligence on customer needs, technology stack, and emerging opportunities required time-intensive manual effort. ##### 3 ### Reduced Market Interactions Post-COVID The pandemic disrupted traditional relationship-building and on-ground intelligence gathering. ##### 4 ### Missed Opportunity Identification Lack of scalable data models hindered the ability to detect unmet client needs or cross-sell opportunities. ## The Core Challenges ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d61e3b8f57365cd447736e_Icon-Bot-Red.svg) To accelerate growth and strengthen engagement across key IT accounts. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f0f972a330d36392742d19_Icon%20Target%20Green.svg) To identify new opportunities and unmet client needs at scale. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687de70de9f05a47490890fe_Feature%20Icon%209.svg) To enable unified, data-backed account planning with real-time intelligence. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e75adb318d24ad290814b3_Icon%20Partner%20Blue.svg) To shorten sales cycles and improve overall deal conversion rates. ## The Solution Enterprise Software ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db5d3341843b1e0c029555_send-icon.svg) DEALS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69245c69bb71af09ca26d982_DEALS.svg) ACCOUNTS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69245c69d0bfd891fc0a8b27_ACCOUNTS.svg) TECH STACK ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692456f10e34a6956f7be433_SALES%20TECH%20STACK.svg) SERVICE PROVIDERS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692456f2d468001e62c791dd_SERVICE%20PROVIDERS.svg) KEY EXECUTIVES ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692456f2432c5083079db96c_de7400d39da2cfdb199869e8f70cd27d_KEY%20EXECUTIVES.svg) 01 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69245ac2e58adfec0a604d66_Textfield%20drag%20(2).svg) Account Intelligence Identified key account pain points and mapped in-demand IT services aligned to growth opportunities. 02 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6920064a870bbc8b6346c707_Techstack%20(2).svg) Tech Stack Analyzed existing client IT infrastructure to highlight service expansion and modernization opportunities. 03 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69245af1c8f5d7f72f8cd685_User%20(2).svg) Executives Profiled key buyers and decision-makers to build persona-driven engagement strategies. 04 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69245b0d80f8298b697bf881_Bulb%20(1).svg) Industry Curator Delivered insights on emerging technology use cases, ROI benchmarks, and market sentiment. 05 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69245b24da8350592c657fec_Document%20(3).svg) Braindesk Reports Provided on-demand custom research to support strategic proposals and client presentations. ## Outcome ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f86b8e2f57198f962349e5_Icon%20Graph.svg) #### ~$30 Million Additional Pipeline Added $20–30M in new pipeline opportunities per account through improved intelligence and sales alignment. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fb63c014289d07b6a34eaf_Frame%20427320405.svg) #### Shortened Sales Cycle Accelerated opportunity identification and account planning, cutting turnaround time from 2.5 weeks to 1 week. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e666c0cfaa23ff2f8cfdde_Icon%20Graph%20Down%20Yellow.svg) #### Enhanced Account Planning Enabled consultants and research teams to collaborate around unified insights for better client impact. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e8a395de18b1babfd7f0c8_Icon%20Puzzle%20Blue.svg) #### Scalable Sales Intelligence Built a repeatable framework for opportunity discovery across top enterprise accounts. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Powered by unparalleled global market data ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## PayPal's Talent Strategy [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # Transforming workforce strategy and skill analysis for PayPal Explore How Draup Enhances Reporting and Talent Planning for the $31 Billion Global Fintech Leader ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440582100a3a09ce165d_Icon-user.svg) 24,400+ Employee Count ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406b7cd9129596beac3_Icon-doller.svg) $31.8 Bn Revenue ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406c7057d6b23b7f211_Icon-factory.svg) Financial Technology Industry ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440592f0256f7d6a6e69_Icon-pin.svg) San Jose, U.S. Headquarters ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## About the Company PayPal is a leading global fintech company that facilitates digital payments and financial solutions across more than 200 markets worldwide. With over 24,000 employees, the company continuously innovates to attract, develop, and retain top talent in a highly competitive landscape. Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) ## Before Draup ##### 1 ### Evolving Talent Needs Increasing demand for specialized skills across technology, finance, and compliance. ##### 2 ### Dynamic Workforce Planning Need for real-time insights to support skill-level analysis and strategic workforce decisions. ##### 3 ### Reporting Gaps Limited ability to translate labor market data into actionable talent strategies. ## The Core Challenges ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687de36461c0efc7fbfc5b65_Feature%20Icon%206.svg) To strengthen workforce planning through advanced skills mapping and adjacency insights, aligning evolving roles with future-ready talent. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687de3643ff0c58c1c0690d5_Feature%20Icon%204.svg) To gain deeper labor market and skill-level intelligence, driving data-backed decisions in sourcing, development, and retention. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687de3642b2de70fbe6b326b_Feature%20Icon%203.svg) To enhance analytics and reporting capabilities, enabling continuous skills analysis and long-term workforce evolution. ## The Solution Blockchain Engineer ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db5d3341843b1e0c029555_send-icon.svg) PROFILE ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e77c0104f72a305260d6c4_ProfileCard%20Blockchain.svg) LOCATION ANALYSIS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db673f4382bb971c6a561a_e7698e0916612e5541b65c9bd418b4ca_Location.svg) TALENT MARKET INSIGHTS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e77c02a2d3bcb91046cf7e_Insight%20Blockchain.svg) CAREER PATHS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e77c40f3bf9efbf80dd7e6_bf3c0204eff003477d494fe0deeaf2b3_Path%20Blockchain.svg) DATA INTEGRATION ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68df574763d2428a226659b1_c6d5b4ae5b4f54bfa47e4cf515e785fa_cs-integrations.svg) TECH STACK ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e77c013211a95623adbce6_Stack%20Blockchain.svg) 01 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68da8004edd9b00e3d241692_cs-user.svg) Skill-Level Analysis Introduced advanced skill-level analytics to identify critical talent efficiently. 02 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68da80058a31a2f0abfd6274_cs-location.svg) Enhanced Reporting Enhanced depth of research and data interpretation for workforce decisions. 03 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68da80048637912748172772_cs-search.svg) Strategic Talent Planning Supported data-driven talent planning and acquisition strategies. 04 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68da80047fe7359ede8943c8_cs-up.svg) Execution Speed Enabled faster, insight-driven decisions across global teams. ## Outcome ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db59347578095bcb4adb4a_Icon-Rocket-Pink.svg) #### Innovative Talent Management Developed and implemented advanced talent management solutions, particularly for skill-level analysis and workforce insights. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db59330984651084f13cb7_Icon-Up-Green.svg) #### Enhanced Reporting Capabilities Improved the depth, accessibility, and usability of labor market and skills data for smarter decision-making. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db5934e47bd5ffa5734cd1_Icon-Pin-Yellow.svg) #### Faster, Data-Driven Planning Introduced a dynamic and efficient approach to workforce planning, attracting, and retaining the right talent. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db5934c0ec2d8d65f8832f_Icon-Globe-Blue.svg) #### Future-Ready Workforce Enabled better interpretation of labor market and skills data to support scalable, long-term workforce strategy. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Powered by unparalleled global labor & market data ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5700+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Location Analysis Solutions [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) Build Where the Talent Is, Not Where You Think It Is. # Location Analysis Explore talent depth, hiring momentum, costs, and skills across 5,800+ cities to plan roles and hubs with confidence. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) Loved by Analysts Trailblazer in HR Technology ![The joshbersin Company Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a6729b66cf6a68f660_Joshbersian.svg) ![Gartner Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a69126d3e459f94a00_Gartner.svg) 9 mentions in reports and Hype Cycles​ ## Plan your next talent hub with data, not guesswork. Choosing the wrong location can inflate operating and talent costs by 20–30% in the first 24 months ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/693127612bf8332a6fabc0c2_Frame%20427320106.svg) #### Shallow Talent Pools Expansions stall when local markets don’t have enough qualified talent. Teams face long time-to-fill, rising wages, and increased reliance on niche recruiters. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/690d8b5f4431127a2c5e6f8d_Expand.svg) #### Reactive Expansion Choices Teams rush into locations after competitors arrive or costs spike, often too late. Without predictive signals, location choices become reactive instead of strategic. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e6690b9c3792afdebb4401_Icon%20Globe%20Yellow.svg) #### Misaligned Global Footprints Without a holistic view of skills, supply, and market maturity, companies end up over-investing in saturated hubs or under-leveraging emerging ones ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fb642002c86f0ecac27dfd_Frame%20427320410.svg) #### Overlooked Emerging Talent Hubs High-potential secondary and nearshore locations get ignored because they’re not on leadership’s radar. Companies miss out on deeper talent pools, cost advantages, and better long-term sustainability. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e745927f9afbd91f221f86_x-icon.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## How Location Analysis Can Help Strategic Workforce Planning Draup fuses global labor market data, skills intelligence, and competitor hiring signals so you can evaluate and compare locations based on Talent availability & depth ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e8a6a19eef27fc6134e9dd_Icon%20User%20Green.svg) Size of talent pools by role, function, and skill cluster. **Demand & competition** ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6932ba51bcb050f8373e1968_Arrow-up%20(1).svg) Who is hiring, how aggressively, and where you’ll face pressure. Cost benchmarks ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6932ba7aea2a43d0ef778a8b_Cash.svg) Role-based compensation ranges by location, percentile, and industry **Skills & adjacency** ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e6623478c805c1bbf415b7_Plugin.svg) Maturity of emerging skills and adjacent skills for reskilling **Diversity and graduate pipelines** ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/690d8ab94cf264e79a645949_Graduation-hat.svg) Universities, early talent, and DEI potential [Book a Demo](https://draup.com/book-a-demo) ## Location Analysis Find, Compare, and Build the Right Talent Hubs ## Find the best markets for your critical roles with clarity - Analyze talent hotspots to see where your target roles are most concentrated. - Benchmark hiring difficulty, demand trends, and job-posting intensity by location. - Stack-rank locations by supply, demand, and cost to align leadership around the best options. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6932bb220d38c5e520af4ce5_Find%20the%20best%20markets.svg) ## Discover emerging hubs and hidden talent pools - Surface upcoming markets before they become crowded. - Identify regions with strong feeder roles and adjacent skills that can be reskilled into your target roles. - Look beyond headline cities to find second-tier locations with healthy talent, lower cost, and better retention potential. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6932bb226a40ae4957e205d1_Discover%20emerging%20hubs.svg) ## Optimize your global footprint with unified talent and cost intelligence - Evaluate potential hubs, expansions, or consolidations using real-time talent, cost, and demand intelligence. - Identify locations with sustainable skill pipelines and lower saturation or attrition risk. - Equip HR, Finance, and Site Selection teams with a unified fact base to guide footprint decisions confidently. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6932bb2372dd7ec5391693a4_Optimize%20your%20global%20footprint.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## How Leading Enterprises Use Draup’s Location Analysis to Make Smarter Location Decisions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687de36461c0efc7fbfc5b65_Feature%20Icon%206.svg) #### New Location & Hub Selection Identify the best global or regional hubs for engineering, operations, shared services, or business teams by evaluating talent depth, cost structures, and competitor presence. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e4d4d85d514ce9feb27836_Icon%20userGroup%20Green.svg) #### Workforce Expansion Planning Accelerate ramp-up by finding markets with strong talent pipelines, scalable skills, and lower time-to-fill, reducing delays in launching new teams or products. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e6690b9c3792afdebb4401_Icon%20Globe%20Yellow.svg) #### Nearshoring, Offshoring & Diversification Compare alternative talent markets and emerging hubs to reduce operating costs, distribute risk, and strengthen business continuity. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ac3b266b7c7edf8f8ebcc_Frame%20427320068.svg) #### Post-Merger Location Rationalization Consolidate overlapping sites, benchmark new markets, and redesign footprints based on talent availability, cost synergies, and long-term sustainability. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6932bbf1ae4cedc1095308a8_Icon%20Container%20(10).svg) #### DEI-Driven Location Strategy Track where talent comes from and where it’s going to act before attrition or poaching spikes. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6932bc1a94737fd8cdce9300_Icon%20Container%20(11).svg) #### University & Early-Talent Market Selection Find the right academic ecosystems to support future workforce needs, skill pipelines, and early-career hiring strategies. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Outcomes ##### 1 #### Lower Operating Costs by 20–30% Identify markets with favorable wage trends, deeper talent pools, and lower competition, thereby preventing costly misallocations and improving long-term ROI on hub investments. ##### 2 #### Reduce Location Risk & Improve Portfolio Resilience Choose geographies with sustainable skill pipelines and predictable cost trajectories, strengthening operational stability and reducing exposure to volatile markets ##### 3 #### Faster, More Confident Investment Decisions Provide Finance and Site Selection teams with validated, real-time data to accelerate approvals, eliminate debate, and build business cases with measurable impact. ##### 4 #### Optimize Global Footprints for Scale Ensure your network of hubs supports long-term capability growth, reduces saturation risk, and aligns with projected workforce needs. ##### 5 #### Improve Hiring Velocity & Ramp-Up Efficiency Move into markets where supply can support projected headcount, improving time-to-fill and ensuring teams can ramp productivity on schedule. ##### 6 #### Unified Insights Across Leadership, Finance & HR Give cross-functional teams a common, data-backed view of talent, cost, and risk, leading to aligned decisions and reduced cycles in location strategy planning. ## Seamless Intelligence with Draup People Analytics Access insights via API, custom data feeds, the Draup platform or using MCP [![A image describes API Integration](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5fbb0d313863989f_Talent%20Home%201.png)\\ **APIs & Integrations** \\ \\ Best for\\ \\ Embedding live insights in workflows without storing data\\ \\ - Native integrations with 33+ HCM, HRIS, ATS and more, like Workday, SAP Successfactors, etc.\\ - Real-time access to critical data\\ - Enhanced security and data Integrity\\ - Efficient API performance with flexible limits\\ \\ Learn more](https://draup.com/talent/data/api) [![A image describes Custom Data Feed](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5d70126026a86144_Talent%20Home%202.png)\\ **Custom Data Feed** \\ \\ Best for\\ \\ Analytics at scale & joining Draup with internal data\\ \\ - Highly customizable feeds for workflow needs\\ - Scheduled pushes to data lakes/warehouses (S3, ADLS, BigQuery, SFTP)\\ - Scalable use cases with the data\\ - Integrates with internal data assets for co-pilots/agents\\ \\ Learn more](https://draup.com/talent/labor-market-data) [![A image describes Draup AI-SaaS Platform](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743ad17b1f3b9e7b880d_2b96d6882b630cc8f72a05eaff642c8f_Talent%20Home%203.png)\\ **Draup Platform** \\ \\ Best for\\ \\ Fastest time-to-value, \\ \\ no build required\\ \\ - Ready-to-use UI with 200+ productized use cases & workflows\\ - Leverage visualizations & workflows to drive seller action with no overhead\\ - Enterprise controls: SSO, RBAC, governance\\ - Integrates UI & functionality into CRM apps\\ \\ Book a demo](https://draup.com/book-a-demo) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6915b1809e4e6dbbe661e559_mcp-image.png)\\ **Model Context Protocol** \\ \\ Best for\\ \\ Real-time Al workflows & LLM applications\\ \\ - Native integration with Claude, OpenAl, and MCP-compatible Al tools\\ - Zero ETL, models query live data without pipelines or reindexing\\ - Governed access with token-based scopes, Pll masking, and audit trails\\ - Grounded, real-time data prevents LLMs from generating outdated or inaccurate insight\\ \\ Learn more](https://draup.com/talent/data/model-context-protocol) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Enterprises do extraordinary things with Draup Real stories. Real Success. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ## Powered by unparalleled global labor & market data Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ## Analyst-Backed. Industry-Validated. [![The Josh Bersin Company](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa5b44f4382e46bf0a34e_64501d371c76964c2ddbff2d5c6e0f3b_joshbersin.webp)\\ **Trailblazer in HR Technology by Josh Bersin Company** \\ \\ Learn More](https://joshbersin.com/trailblazers/) [![Gartner ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa5b4382cf10289091084_658569eed20d0ffdbe5cf9b12769e47e_gartner.webp)\\ **Gartner®, Hype Cycle™ for HR Technologies, 2024, Jeff Freyermuth, 30 July 2024** \\ \\ Learn More](https://www.gartner.com/en/documents/5633091) [![Gartner](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686235279786b18c74860699_c25b8b5ef0bfe86d0396d085e83066fb_Gartner%202.webp)\\ **Gartner®, Hype Cycle™ for Talent Acquisition (Recruiting) Technologies, 2024, Rania Stewart et al., 25 July 2024** \\ \\ Learn More](https://www.gartner.com/doc/reprints?id=1-2I7YPRT0&ct=240729) ## Frequently Asked Questions ### How is Draup different from traditional location or workforce analytics tools? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Traditional tools rely heavily on static reports or limited public data. Draup combines proprietary, verified global labor-market data with AI-driven skills and location analysis refreshed daily. You don’t just get dashboards, you get decision-ready insights on where to build, scale, or consolidate your workforce. ### What types of roles and locations does Draup support? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup covers 3,200+ roles, 19,000+ skills, and 5,800+ locations across 33 industries, spanning established hubs and emerging markets. This breadth lets you run consistent analyses across multiple geographies and business units. ### How often is the data updated? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup’s models draw from 100+ labor databases and millions of job descriptions, resumes, and market signals. Talent, cost, and demand data are refreshed continuously so your location decisions reflect current market reality. ### Can Draup integrate with our existing HR and planning tools? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Draup offers APIs, custom data feeds, MCP integration and native integrations with major HRIS, ATS, and planning systems, so your teams can access location and talent intelligence in the tools they already use. ### Can Draup integrate with our existing HR and planning tools? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Strategic Workforce Planning teams, Talent Acquisition, HR leadership, Corporate Strategy, Finance, and other teams all rely on Draup to align on where to hire, build hubs, and scale capabilities. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b661c6889daaea9cb148f6_Grid%20Bottom%20Light.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Privacy Policy Overview [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) [Talent Intelligence](https://draup.com/talent) [Sales Intelligence](https://draup.com/sales) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Company ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) [Talent Intelligence](https://draup.com/talent) [Sales Intelligence](https://draup.com/sales) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Company ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) # Privacy Policy Privacy Statement effective as of December 16, 2025. **Special Note for EU Users:** If you are in the European Union (EU) or European Economic Area (EEA), this General Privacy Policy does not apply to you. Instead, you must use the [EU User Privacy Policy](https://draup.com/eu-user-privacy-policy). **Special Note for California Residents:** The [Additional Terms for California Residents available here also apply to you.](https://draup.com/privacy-policy#california-residents-terms) Please read this privacy statement carefully. By accessing or using the sites, platform, and/or services, you agree to be bound by the terms described herein and all terms incorporated by reference. Please do not use the website and/or platform if you disagree with all terms. ## **1\. Context and Purpose** 1. Draup recognizes the importance of maintaining your privacy. We value your privacy and appreciate your trust in us. In this Privacy Statement, references to “you”, “your” or “user” shall mean the end user accessing the www.draup.com and/or its affiliated websites, (the “ **Sites**”) and/or any mobile application, platform, application programming interfaces, and/or other services offered by Draup, Inc. (collectively the “ **Services**”), and its contents. References to “we”, “us” and “our” shall mean Draup, its franchisor, affiliates, and partners 2. This statement describes how we collect, use, protect, and disclose information and data that you provide through our Sites and Services. By visiting and/or using our website/platform, you expressly consent to our use and disclosure of your information in accordance with this Privacy Statement. This statement also explains your choices for managing your information preferences, including opting out of certain uses of your Personal Information. 3. This statement applies to all users of the Sites and Services, whether you are a candidate/lead who is listed in our people database (“ **Candidate**”) or an HR manager or sales representative or recruiter looking for prospective hires on behalf of your company (“ **Business User**”) 4. The Draup Platform is the property of Draup Inc. 5. By using the platform/services or by otherwise providing us with your information, you will be deemed to have read, understood and agreed to the practices and policies outlined in this privacy statement and agree to be bound by this privacy statement. You hereby consent to our collection, use, sharing and/or disclosure of your information as described in this privacy statement. We reserve the right to change, modify, add or delete portions of the terms of this privacy statement, at our sole discretion, at any time. If you do not agree with this privacy statement at any time, please do not use any of the services/platform or provide us with any of your information. If you use the services/platform on behalf of someone else or an entity, you represent that you are authorized by such individual or entity to (i) accept this privacy statement on such individual’s or entity’s behalf, and (ii) consent on behalf of such individual or entity to our collection, use and disclosure of such individual’s or entity’s information as described in this privacy statement. ## **2\. Personal Information We Collect** Personal information means and includes all information that can be linked to a specific individual or to identify any individual, such as name, age, address, mailing address, telephone number, email ID, information about your mobile phone and any details that may have been voluntarily provided by the user in connection with availing any of the services on the website and/or mobile application. We collect the following categories and types of “ **Personal Information**” concerning Candidates: - **Contact Information:** We may collect your name, email addresses, phone number and/or mobile phone number; - **Professional or employment-related information**: work history, job title, skills, years of experience and education information; - **Demographic information**: billing address, location (street, city, state, pin code, country); - **Photos**: your professional social network picture; Additionally, if you visit our Sites or use our Services, including if you are Business User, we collect the following additional categories of Personal Information: **Other Identifiers**: We may collect IP address; account name, company name, billing address, and approximate location, etc. about you or any other information provided by you during the use of our website/platform. We may collect such information as a part of a survey as well; **Internet or other electronic activity**: we may collect information about your browsing and click history, including the functions you use and searches you perform using the services; IP address and the browser name with version you are using. We may look at what site you came from, duration of time spent on our sites or services, pages accessed or what website you visit when you leave us. We may also collect information on the type of computer you are using, or the version of the operating system your computer or device is running. **Information you post**: We collect information you post in a public space on the website/platform including your chat history including that created by our chat bot. **Information from other sources**: We also may periodically obtain information about you from other sources. The collection of such information will be in accordance with applicable privacy laws. We may combine this information with information we already have about you. This helps us to update, expand and analyze our records, identify new customers, and create more tailored marketing campaigns to provide products, subscriptions and services that may be of interest to you. ## **3\. We collect information in different ways** We collect Personal Information from the following sources: - **For Candidates who appear in our people insights database, we collect information about you from third parties**. We collect your Personal Information from your public profiles (such as professional social network sites and social media sites where you have publicly posted information), other public websites and web platforms, from data brokers or other data vendors, and from our business customers. - **If you are a Business User or a visitor of our Sites, we collect additional information directly from you.** We collect contact information, professional and employment information directly from you when we set up your account, or when you fill out a form on our website, such as to sign up for an event or to receive our newsletter or other marketing communications or from authorized personnel in your company when you are registered on our website/platform. We also collect and store the chat history with the chatbots. - **If you are a Business User or a visitor of our Sites, we also collect information about you from message boards and/or from customer service communication you have with us.** If you choose to post messages on our message boards, chat sessions or other message areas or leave feedback, we will collect that information you provide to us. We retain this information as necessary to resolve disputes, provide customer support and troubleshoot problems as permitted by law. - **If you are a Business User, we also collect information through correspondence.** If you send us personal correspondence, such as emails or letters, or if other users or third parties send us correspondence about your activities or postings on the website/platform, we may collect such information into a file specific to you. - **If you are a Business User, we also collect social media and single sign-on information**. Our Web sites and platforms may use social media features, such as the Twitter, LinkedIn and Facebook. These features may collect relevant information and may give an option to share comments/activities with your social media network. We may combine information collected from our different Sites and Services. ## **4\. Use of your Personal Information** If you are a Candidate, we use your Personal Information for the following purposes: - **To Provide People Insights Services**: We use Personal Information of Candidates to help make great matches between them and prospective employees/vendors. When our business customers search for people with certain titles and talents, they can contact Candidates who match their searches, so the Candidates may learn more about the new opportunities. Those opportunities may be a better fit for their professional interests or simply more exciting to them. If you are a Business User or a visitor to our Sites, we use your Personal Information for the following additional purposes: - **Transactional Purposes**: We use your contact information, other identifiers, and professional and employment information to provide you with the Sites and Services, including to open and maintain a user account for you and provide Services to you, and send you alerts and communicate with you about your registration or account. We use your billing address to determine your tax liability if you make a purchase of the Services through the Sites. - **Analytical Purposes**: We use your other identifiers, and internet activity and browsing history to analyze, research and better understand how users access and use our Site and Services to understand site trends and customer interests, both on an aggregated and individualized basis, to maintain, support, and improve our Site and Services, to respond to user preferences, and for research and analytical purposes. We may combine information we get from you with information about you we get from third parties. - **Marketing and Promotional Purposes:** We use your Personal Information to: To keep you informed of Draup programs, products and other services we think may be of interest to you; To allow business customers and Business Users to contact you about opportunities and interact with you through Draup events; and Provide you with other information from and about our Company, including personalized marketing communications. - **Maintenance and Improvement of the Sites and Services:** We use your contact information, other identifiers and internet activity and browsing history to: Handle your customer services requests; Monitor and improve the Sites and Services; Enhance your online experience and to enable us to provide you with an easier and more personalized experience and level of service; Help us diagnose technical and service problems and administer our stores, websites and apps. - **Security and Fraud Prevention:** We use Personal Information to protect the Sites and Services, our Company, and others and to prevent fraud, theft and misconduct. We will not use your Personal Information we collected for materially different, unrelated, or incompatible purposes other than the purposes indicated above without providing you notice. ## **5\. Third-Party Sharing** **Service Providers** We share Personal Information with our authorized service providers that perform certain services on our behalf (“ **Service Providers**”). We may contract with other Service Providers to provide certain services, such as hosting and maintenance of our databases and Sites, data storage and management, our online registration process, payment processors, transactional message processors, and marketing and promotions. We only provide our Service Providers with the information necessary for them to perform these services on our behalf. Each Service Provider must agree to use reasonable security procedures and practices, appropriate to the nature of the information involved, in order to protect Personal Information from unauthorized access, use, or disclosure. Service Providers are prohibited from using Personal Information other than as specified by us. Some Service Providers may be located outside of USA. **Our Business Customers and Business Users** If you are a Candidate, we may share your Personal Information, including your contact information, professional and employment-related information, demographic information, photos and inferences drawn from the foregoing categories, with our business customers and Business Users for their purposes. Specifically, we share this information with our customers to help them find Candidates who may meet their business needs, and to help them contact and engage with Candidates regarding opportunities that fit those Candidates’ interests and professional backgrounds. **Advertising Partners** We may allow social media, third-party advertisers and service providers to collect internet and other electronic activity data when you visit the Sites and Services. These companies include LinkedIn, Facebook and digital advertising networks. These companies collect information to help us analyze the performance of our advertising, and they may also track your activity across different websites and over time to provide advertising based on your interests. These third parties typically use cookies to collect internet and other electronic activity data. Please see our Cookie Settings for further information about these third parties and the cookies they may use. **Our Affiliates and in Corporate Transactions** We may share Personal Information with businesses controlling, controlled by, or under common control with Draup. Additionally, if Draup is merged, acquired, or sold, or in the event of a transfer of some or all of our assets, we may disclose or transfer Personal Information in connection with such transaction. You will have the opportunity to opt out of any such transfer if, in our discretion, it will result in the handling of your Personal Information in a way that differs materially from this Privacy Policy. **Compliance with Laws and Law Enforcement** We cooperate with government and law enforcement officials and private parties to enforce and comply with the law. We may disclose Personal Information and any other information about you to government or law enforcement officials or private parties if, in our discretion, we believe it is necessary or appropriate in order to respond to legal requests (including court orders and subpoenas). Or, we may also share information when we are investigating potential fraud. **Customer Data Input or Uploaded by Business Users** As part of utilizing our Services, our Business Users may provide us with information about Candidates or prospective buyers. Business Users may also provide us with credentials to third-party sites or services in order to synchronize certain emails or other information with our Services, and may provide us with other information (collectively any such personal information we collect in these ways is “ **Business Customer Data**”). We treat Business Customer Data as confidential and do not use it for any purposes other than delivering the Services to the customer or Business User who provided the Business Customer Data. We do not share or disclose Business Customer Data with any parties other than the customer or Business User who provided it. **Other ways** - We may share information with any successor to all or part of our business. For example, if part of our business is sold, we may provide our customer list as part of that transaction. - Unless provided for in this Privacy Statement, Draup does not share, sell, rent, or trade personally identifiable information with third parties for their promotional purposes. We may share information collected with other companies that work on our behalf. - We may share your information for reasons not described in this policy. We will inform you before we do this. ## **6\. Cookies and Automated Data Collection Technologies** - We use cookies (small text files placed on your device to identify your browser) and similar technologies, as well as anonymous identifiers (random strings of characters that are used for similar purposes). We use these technologies to help deliver the content of our Sites, for authentication purposes (for example, to keep track of the fact that you have logged in), and to analyse use of and improve the Sites and Services. Some cookies are **strictly necessary** for the operation and security of the Sites and are always active. Other cookies are **analytics** or **marketing** cookies and are only used with your consent where required by applicable law. - In particular, we use Google Analytics 4 in a privacy-friendly configuration. With Google’s Consent Mode enabled, before you have given consent for analytics cookies, Google Analytics operates in a restricted, cookie-less mode and only collects limited, aggregated measurement data. If you consent to analytics cookies, Google Analytics may then store cookies and use more detailed information (such as approximate location and device information) to help us understand how the Sites are used and to improve them. We do not use the “User-ID” feature and we do not send names, email addresses or similar directly identifying information to Google Analytics. - We also use cookies and similar technologies to personalise content and our advertising and to provide social media features where you have consented to the use of marketing cookies. Most web browsers are initially set up to accept cookies. You can reset your web browser to refuse all cookies or to indicate when a cookie is being sent. However, certain features of the Sites or Services may not work if you delete or disable cookies. We may combine information from cookies or other identifiers with Personal Information that you have provided to us. Please see our **Cookie Policy** for further information about the cookies we use, their purposes and how you can manage your preferences. ## **7\. Response to Do-Not-Track Signals** The Sites do not respond to web browser “do not track” signals. ## **8\. Be Careful When You Share Information with Others** Please be aware that if you share information on any public area of the Sites or Services or through our events, that information may be accessed by others, who may copy that information and make it public in other settings. This means that anyone with access to such information can potentially use it for any purpose, including sending unsolicited communications. ## **9\. Third Party Websites** If you click on one of the links to third party websites, you may be taken to websites we do not control. A link to a third party’s website does not mean that we endorse it or that we are affiliated with it. We do not exercise control over third-party websites and this Privacy Statement does not apply to the privacy practices of those websites. You access such third-party websites or content at your own risk. You should always read the privacy policy of a third-party website before providing any information to the website. We encourage you to read the privacy policies of other websites carefully. ## **10\. Children’s Safety and Privacy** Our website/platform contains business-related content and is specifically aimed at and designed for use by adults. We do not knowingly solicit or collect personal information from individuals under the age of 18 years. If we become aware that we have inadvertently received Personal Information from a child under the age of 18, we will delete such information from our records. California users under the age of 18 may request the removal of their content or information publicly posted on the Sites or Services by emailing us at [privacy@draup.com](mailto:privacy@draup.com). Please note that some of the user content that appears on our Sites or Services is stored and controlled by third-party providers; thus, complete and comprehensive removal of the content may not be possible. Draup strongly encourages parents and guardians to supervise the online activities of their minor children. ## **11\. International Transfers of Personal Information** We host and operate the websites and platforms in the United States and, depending on your country of residence, the submission of personal information to our website may involve the transfer of personal information to the United States. In addition, we may transfer personal information to our subsidiaries or affiliated companies and service providers and/or third-party agents in various other countries for certain processing operations. You should be aware that privacy laws in these countries may not adequately provide protections equivalent to those in your country of residence. ## **12\. Candidate Access Right and Your Right to Opt Out of Our People Insights Database** The People Insights is a people searching and engaging service that we offer to users through the Draup Site (the name “People Insights” is subject to change from time to time at our discretion). We respect your control over your personal information and, upon request, we will confirm whether we hold or are processing information that we have collected or gathered about you. If we have collected your personal information, we will provide you with a copy of that information. You may also amend or update inaccurate or incomplete personal information, request deletion of your personal information, or request that we no longer use it. Under certain circumstances we will not be able to fulfill your request, such as when it interferes with our regulatory obligations, affects legal matters, we cannot verify your identity, or it involves disproportionate cost or effort. In any event, we will respond to your request within a reasonable timeframe and provide you an explanation of our course of action. **To make a request, please use** [**our self-service portal**](https://draup.com/do-not-sell-my-personal-information) **, email us at** [**privacy@draup.com**](mailto:privacy@draup.com) **using the email subject line “Opt-Out,” or by calling our Consumer Support Hotline: +1 844 42-DRAUP or +1 844 423-7287.** Our People Database helps our business customers Business Users find people to fill their business objectives including hiring and sales needs. To do this, we gather and index Personal Information of Candidates/Leads from the sources described above so it can be searched by our business customers and Business Users. **To opt out or exercise other rights described above**, you will need to verify your identity by providing us with your first and last name and an email address that we have on file for you and we will remove your information from our system. We will follow up with you if we need further information in order to honor your request. Please note, we may need to retain certain data about you to ensure that we can continue to honor your request to opt out. We will maintain the minimum amount of information necessary for this purpose, and will not share this information with our business customers, Business Users or other users of our services. ## **13\. Security and Data Retention** We maintain physical, electronic, and procedural safeguards to protect the confidentiality and security of information with encryption in transit and at rest. However, no data transmission over the Internet or other network can be guaranteed to be 100% secure. As a result, while we strive to protect information transmitted on or through the Site or Services, we cannot and do not guarantee the security of any information you transmit on or through the Site or Services, and you do so at your own risk. Draup makes information accessible to its employees and data processors only on a need-to-know basis. All employees and data processors, who have access to, and are associated with the processing of personal information, are obliged to respect its confidentiality. We will retain your Personal Information only for as long as it is necessary for the purposes set out in this Privacy Policy. Those purposes include needing to perform a service for you, complying with applicable laws or regulations, resolving legal disputes, or if it is necessary to pursue Draup’s legitimate interest that is not overridden by your personal rights and freedoms. ## **14\. Email Opt-Out** You can opt out of receiving our marketing emails and other communications from us by emailing us at [privacy@draup.com](mailto:privacy@draup.com). It may take about ten days to process your request. You are able to opt out of receiving marketing emails from us; however, you cannot opt out of receiving all messages from us, such as transactional messages emails through email and SMS about the services/status of your account with us. If you have questions or concerns regarding this Privacy Policy, please email us at [privacy@draup.com](mailto:privacy@draup.com). ## **15\. Accurate or Complete Information** If you are a Business User – - You are responsible for maintaining the accuracy of the information you submit to us, such as your contact information provided as part of account registration. If your personal information changes, you may correct, delete inaccuracies, or amend information by making the change on our website or platform or by contacting us through [privacy@draup.com](mailto:privacy@draup.com). If you provide any information that is untrue, inaccurate, out of date or incomplete (or becomes untrue, inaccurate, out of date or incomplete), or Draup has reasonable grounds to suspect that the information provided by you is untrue, inaccurate, out of date or incomplete, Draup may, at its sole discretion, discontinue the provision of the services to you. - If you wish to terminate your account or if you request that we no longer use your information to provide you with the services, you may contact us at [privacy@draup.com](mailto:privacy@draup.com). We will retain your information for as long as your account with us is active and as required to provide you with the services. We shall not retain such information for longer than is required for the purposes for which the information may lawfully be used or is otherwise required under any other law for the time being in force. Please note that your withdrawal of consent, or cancellation of account may result in Draup being unable to provide you with its services or to terminate any existing relationship you may have with Draup. ## **16\. Protecting Access Information** You are responsible for maintaining the confidentiality of your account, access information and password. You shall be responsible for all uses of your own account and password, whether or not authorized by you. You shall immediately notify Draup at [privacy@draup.com](mailto:privacy@draup.com) of any actual or suspected unauthorized use of your account or password. ## **17\. Privacy Questions** Should you have questions about this Privacy Statement or Draup’s information collection, use and disclosure practices, you may contact us at privacy@draup.com. We will use reasonable efforts to respond promptly to any requests, questions or concerns, which you may have regarding our use of your personal information. ## **18\. Jurisdiction** If you choose to visit and use the website/platform, your visit, use and any dispute over the privacy is subject to this Privacy Statement. Any disputes arising out of this Privacy Statement and the website/platform shall be governed by the laws of State of Texas, USA. ## **19\. Privacy Policy Changes** We may change this Privacy Policy from time to time. If we decide to change this Privacy Policy, we will inform you by posting the revised Privacy Policy on the Sites. Those changes will go into effect on the “Revised” date shown in the revised Privacy Policy. By continuing to use the Sites or Services, you are consenting to the revised Privacy Policy. We encourage you to check our website/platform periodically for updates. ## **20\. Contact Us** If you have any questions regarding this Privacy Statement or the information practices of Draup’s Web sites, Platforms and Services should be directed to Draup by sending an email to [privacy@draup.com](mailto:privacy@draup.com) or by mailing us at: Draup Inc 21 Waterway Ave, Suite 300 The Woodlands, TX 77380 USA **PLEASE PRINT A COPY OF THIS PRIVACY POLICY FOR YOUR RECORD AND PLEASE CHECK THE SITES FREQUENTLY FOR ANY CHANGES.** ## Additional Terms for California Residents If you are a California resident, you have certain rights under California law, including the California Consumer Privacy Act (“CCPA”). These additional terms supplement the information in our General Privacy Policy, and are intended for California residents only. **If you are not a California resident, these additional terms do not apply to you. Instead please review our** [**General Privacy Policy**](https://draup.com/privacy-policy) **or** [**EU User Privacy Policy**](https://draup.com/eu-user-privacy-policy) **, which may apply to you. However, these additional terms may not cover all aspects of our business practice. You can reference our General Privacy Policy for any information that you may not be able to find here.** ## **A. Draup’s Role under CCPA** **Draup as a Business in California** Under CCPA framework, Draup is defined as a Business as to activities of collecting, sharing, and determining the means of processing California consumer information for Commercial Purposes. Draup may collect Personal Information to provide Services to our customers including the customers’ end users. Personal Information is information that identifies, relates to, describes, is capable of being associated with, or could reasonably be linked, directly or indirectly, with you. Commercial Purpose means to advance our commercial or economic interests. **Draup as a Service Provider in California** Under CCPA framework, in certain scenarios, Draup may be considered as a Service Provider who processes Personal Information on behalf of a Business, Draup’s customer. Draup’s customer may disclose your Personal Information to Draup for a Business Purpose pursuant to a written contract between Draup and Draup’s customer. Business Purpose means the use of Personal Information for the Business’s or Service Provider’s operational purposes, including auditing, detecting security incidents, debugging, short-term/transient use, performing customer services, internal research, and maintaining / improving/ upgrading / enhancing services. ## **B. Personal Information We Collected for the Preceding 12 Months:** | Categories of Data | Examples | Collected by Draup | | --- | --- | --- | | A. Identifiers | A real name, alias, postal address, unique personal identifier, online identifier, Internet Protocol address, email address, account name, Social Security number, driver’s license number, passport number, or other similar identifiers. | Name, alias, email, address | | B. Personal information categories listed in the California Customer Records statute (Cal. Civ. Code § 1798.80(e)) | A name, signature, Social Security number, physical characteristics or description, address, telephone number, passport number, driver’s license or state identification card number, insurance policy number, education, employment, employment history, bank account number, credit card number, debit card number, or any other financial information, medical information, or health insurance information. | Name, phone number, education, employment, employment history | | C. Protected classification characteristics under California or federal law | Age (40 years or older), race, color, ancestry, national origin, citizenship, religion or creed, marital status, medical condition, physical or mental disability, sex (including gender, gender identity, gender expression, pregnancy or childbirth and related medical conditions), sexual orientation, veteran or military status, genetic information (including familial genetic information). | NOT COLLECTED | | D. Commercial information | Records of personal property, products or services purchased, obtained, or considered, or other purchasing or consuming histories or tendencies. | NOT COLLECTED | | E. Biometric information | Genetic, physiological, behavioral, and biological characteristics, or activity patterns used to extract a template or other identifier or identifying information, such as, fingerprints, faceprints, and voiceprints, iris or retina scans, keystroke, gait, or other physical patterns, and sleep, health, or exercise data. | Social network profile picture | | F. Internet or other similar network activity | Browsing history, search history, information on a consumer’s interaction with a website, application, or advertisement. | Computer/web browser/IP address information from cookies, web beacons, and other identifiers | | G. Geolocation data | Physical location or movements. | Approximate location (city/metro area) | | H. Sensory data | Audio, electronic, visual, thermal, olfactory, or similar information. | NOT COLLECTED | | I. Professional or employment-related information | Current or past job history or performance evaluations. | Job title, skills, education, work history | | J. Non-public education information | Education records directly related to a student maintained by an educational institution or party acting on its behalf, such as grades, transcripts, class lists, student schedules, student identification codes, student financial information, or student disciplinary records. | NOT COLLECTED | | K. Inferences drawn from other personal information | Profile reflecting a person’s preferences, characteristics, psychological trends, predispositions, behavior, attitudes, intelligence, abilities, and aptitudes. | Diversity information generated by machine learning | Specifically, Draup collected Personal Information differently based on your role as a non-user or a user: - Categories of Non-user Personal Information Collected: real name, alias, phone number, email, approximate location (city/metro area), job title, skills, education, work history, professional social network profile picture, professional social network link, and inferences draw from the aforementioned information. - Categories of User Personal Information Collected: real name, alias, address, phone number, mobile phone number, email, payment information, company name, computer/web browser/IP address information from cookies, web beacons and other identifiers, and other specific information you choose to provide us with or that you choose to include in your account. ## **C. Personal Information We Sold for the Preceding 12 Months** If you are a Candidate, we share the Non-user Personal Information described above with our customers, through Draup’s paid services, so that they may reach out to you for opportunities and offering that you may have interest in, and which may better fit to your professional background. ## **D. Personal Information We Disclosed for Business Purposes for the Preceding 12 Months** If you are a Business User, your information provided in your user account is confidential to Draup, and we neither sell your Personal Information nor share your Personal Information with third parties, except that your Personal Information may be shared with your company’s Admin and other users who have the authority to view your Personal Information in order to provide Services to the customer of ours with whom you are employed. ## **E. California Consumers’ Rights under CCPA** CCPA provides California consumers’ rights to control how their Personal Information is collected and shared by businesses. “California consumer” means a natural person who is a California resident as defined in 18 CCR §17014. As a California consumer, you have the following rights regarding how Draup processes your Personal Information: - **Right to Notice:** Provides you the right to request Draup disclose the categories of Personal Information to be collected and the purposes for which the categories of Personal Information will be used. - **Right to Access:** Provides you the right to access your Personal Information free of charge, not more than twice within a year, upon Draup’s verification of your identity. You can request Draup to disclose categories of Personal Information collected, sold or disclosed; categories of sources of where the information was collected; Business or Commercial Purposes of collecting or selling the information; categories of third parties to whom the information was disclosed or sold; and specific piece of information collected by Draup. - **Right to Delete Information:** Provides you the right to request Draup delete your Personal Information that Draup collected, upon a verifiable request, unless such Personal information was collected for the purpose of completing a transaction involving you; detecting security related incidents or illegal activities; debugging or fixing errors; protecting other consumers’ rights or other rights protected by law; preventing criminal offenses; engaging in scientific, historical or statistical reach in the public interest; internal uses that are reasonably aligned with your expectation; or compliance with a legal obligation. - **Right to Equal Services and Prices:** Provides you the right not to be discriminated against for exercising your rights under CCPA. Examples of discrimination include: denying goods or services to you, charging you different prices or rates for goods or services, providing you with a different level or quality of goods or services, or suggesting that you will receive a different price or rate for goods or services or a different level or quality of goods or services. - **Right to Opt-out:** Provides you the right to request to opt-out and delete your personal information collected by Draup. ## **F. Response Timing and Format** You may contact us at the methods set out in Section 11 above to exercise your rights as a California consumer. We endeavor to respond to a verifiable consumer request within 45 days of our receipt. If we need to request additional information from you to verify your identity, we will use that information solely for purposes of verification. If we require more time (up to 90 days), we will inform you of the reason and extension period in writing. If you have an account with us, we will deliver our written response to your email address linked to your account. If you do not have an account with us, we will deliver our written response by email in our record or an alternative way at your option. Any disclosures we provide will only cover the 12-month period preceding the verifiable consumer request’s receipt. The response we provide will also explain the reasons we cannot comply with a request, if applicable. For data portability requests, we will select a format to provide your Personal Information that is readily usable and should allow you to transmit the information from one entity to another entity without hindrance. Notwithstanding the foregoing, we have no obligation to respond to you if your Personal Information was collected for a single, one-time transaction, if such information is not sold or retained by Draup. We do not charge a fee to process or respond to your verifiable consumer request unless it is excessive, repetitive, or manifestly unfounded. If we determine that the request warrants a fee, we will tell you why we made that decision and provide you with a cost estimate before completing your request. We have no obligation to provide you with responses more than two times in a 12-month period. **PLEASE PRINT A COPY OF THIS PRIVACY POLICY FOR YOUR RECORD AND PLEASE CHECK THE SITES FREQUENTLY FOR ANY CHANGES.** Quick Links [EU User Privacy Policy](https://draup.com/eu-user-privacy-policy) [Legal Disclaimer](https://draup.com/legal-disclaimer) [GDPR Info](https://draup.com/gdpr) [Do Not Sell My Personal Info](https://draup.com/do-not-sell-my-personal-information) [Cookie Policy](https://draup.com/cookie-policy) Cookie settings ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. 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Once your identity has been verified, we will send you a report based on the specific type of information you’d like to review. [Request Access](https://draup.com/dns-request-access) ‍ ## **Request removal of my data** Click the link button to delete your current individual profile from the Draup database. If you make this choice, all information contained in your profile will be removed and your record will become unavailable in our products within a reasonable timeframe. By deleting your individual profile, you are also opting out of the sale of the information contained in it. [Request Access](https://draup.com/dns-request-access) ## **Privacy at Draup** For your reference, click these links to read our privacy policy and legal disclaimer about our services and technology. [Draup’s Privacy Policy,](https://draup.com/privacy-policy) [Legal Disclaimer,](https://draup.com/legal-disclaimer) [GDPR Information.](https://draup.com/gdpr) ‍ Quick Links [Privacy Policy](https://draup.com/privacy-policy) [EU User Privacy Policy](https://draup.com/eu-user-privacy-policy) [Legal Disclaimer](https://draup.com/legal-disclaimer) [GDPR Info](https://draup.com/gdpr) [Cookie Policy](https://draup.com/cookie-policy) Cookie settings ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Effective Prospecting Solutions [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # Prospecting that Finds Buyers, not Just Names Identify buyer committees, score prospects by fit, intent, and timing ​ By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ## Your reps don’t need more names, they need clarity. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ef619cb03f6c51fcbc83cc_Icon%20Document%20Pink.svg) #### Big Lists = Big Noise Reps can’t separate high-quality prospects from lukewarm leads that need least attention​. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ef619c0f2fc2ab602704b3_Icon%20Cross%20Geen.svg) #### Outreach and Opportunity Misses Messaging isn’t tied to account priorities like stack changes, exec moves, renewals or real buyer viewpoints. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d238d7c7057d6b23b54eaa_Box-Icon-Search.svg) #### Research Sprawl SDRs and AEs lose hours chasing scattered info across tabs without real-time account signals. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db5934c0ec2d8d65f8832f_Icon-Globe-Blue.svg) #### Forecast Risk Without intent and committee coverage, sales cycles stall, costs rise and conversion rate is slower.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e745927f9afbd91f221f86_x-icon.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Signal-driven prospecting​ Draup aggregates millions of signals across 33 industries, 8M+ profiles, accounts, and buyers to answer three decisive questions ##### 1 #### Target Potential Accounts Deep firmographics + Business priorities, financials, investment opportunities, R&D footprints, and industry drivers to narrow to the highest-value leads. ##### 2 #### Executive Targeting Identify and hyper-target key decision-makers across teams for impactful engagements with the right stakeholders ##### 3 #### Micro-Target Opportunities​ ​Zero in by competing install base, tech started/stopped, geo distribution, and partner ecosystems to trigger attach or displacement plays. ​ ## Go from target logo lists to booked meetings​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e667e675bf07bd700ef844_Pin.svg) Relevance Outreach tied to Business Intentions, stack and vendor context, and buyer roles. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7a9df67bea7efe3af093f_Zap.svg) Speed Ranked lists, playbooks, and CRM-ready tasks replace tab-hunting.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ef5e95a707ac1320ac9653_Check.svg) Confidence Micro-targeting expands reach into high-value niches (install base, geo, partnerships). ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7a9df7fea92b3918054df_Stats.svg) Predictability Prospects are worked by fit, intent, and outreach timing, not guesswork.​ ## Use Cases​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e4d1925e784db5b023f790_Icon%20Doc%20Pink.svg) #### ICP Prospect Lists in Minutes Auto-build ranked lists per territory using fit + intent (industry, financials, footprint) and timing signals. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ef633a725f45bc239962e4_Icon%20Swap%20Green.svg) #### Tech-Replacement Triggers Prospect where started/stopped using signals and install base suggest displacement potential. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e8a5e8fa22351df0f208c0_Icon%20Chat%20Yello.svg) #### Executive Access Plays Target committee members with talk tracks tailored to public viewpoints, events, and influence. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db5934c0ec2d8d65f8832f_Icon-Globe-Blue.svg) #### Geo & Partner Motions Use R&D maps, outsourcing footprints, and partner presence to focus regions and alliances. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ef637f610235baba0b95aa_Icon%20Lightning%20Purple.svg) #### Inbound Acceleration Pair inbound with buying-stage insights, prioritize warm demand with timely, tailored messages. ## Draup 360° Changes the Game ##### Draup generates live, personalized prospect lists that update continuously ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) One-click Top-N lists for any territory, product, or motion.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) Explainable scoring with fit, intent, and timing reason codes. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) CRM-ready exports into Salesforce, HubSpot, or Marketo. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) Draup 360° - every profile consolidated, de-duplicated, ghost-free, and complete. ##### Prospecting goes from scattered research to focused execution - reps know who to call, why now, and what to say. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ef7414851f16d5b86c1514_Group%20427319927.svg) ## Enterprises do extraordinary things with Draup Real stories. Real Success. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ## Powered by unparalleled global market data Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667933aa493926f0085975_White%20set%20(14).svg) 700M+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667933aa493926f0085975_White%20set%20(14).svg) 700M+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ## Impactful insights, delivered real-time Access insights via API, custom data feeds, the Draup platform or using MCP [![A image describes API Integration](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5fbb0d313863989f_Talent%20Home%201.png)\\ **APIs & Integrations** \\ \\ Best for\\ \\ Embedding live insights in workflows without storing data\\ \\ - Native integrations with 33+ CRMs, like Salesforce, Hubspot, Microsoft Dynamics CRM, etc.\\ - Real-time access to critical data\\ - Enhanced security and data Integrity\\ - Efficient API performance with flexible limits\\ \\ Learn more](https://draup.com/sales/data/api) [![A image describes Custom Data Feed](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5d70126026a86144_Talent%20Home%202.png)\\ **Custom Data Feed** \\ \\ Best for\\ \\ Analytics at scale & joining Draup with internal data\\ \\ - Highly customizable feeds for workflow needs\\ - Scheduled pushes to data lakes/warehouses (S3, ADLS, BigQuery, SFTP)\\ - Scalable use cases with the data\\ - Integrates with internal data assets for co-pilots/agents\\ \\ Learn more](https://draup.com/sales/market-intelligence-data) [![A image describes Draup AI-SaaS Platform](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743ad17b1f3b9e7b880d_2b96d6882b630cc8f72a05eaff642c8f_Talent%20Home%203.png)\\ **Draup Platform** \\ \\ Best for\\ \\ Fastest time-to-value, \\ \\ no build required\\ \\ - Ready-to-use UI with 200+ productized use cases & workflows\\ - Leverage visualizations & workflows to drive seller action with no overhead\\ - Enterprise controls: SSO, RBAC, governance\\ - Integrates UI & functionality into CRM apps\\ \\ Book a demo](https://draup.com/book-a-demo) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6915b1809e4e6dbbe661e559_mcp-image.png)\\ **Model Context Protocol** \\ \\ Best for\\ \\ Real-time Al workflows & LLM applications\\ \\ - Native integration with Claude, OpenAl, and MCP-compatible Al tools\\ - Zero ETL, models query live data without pipelines or reindexing\\ - Governed access with token-based scopes, Pll masking, and audit trails\\ - Grounded, real-time data prevents LLMs from generating outdated or inaccurate insight\\ \\ Learn more](https://draup.com/sales/data/model-context-protocol) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Frequently Asked Questions ### What makes this different from a generic lead list or people search tool? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Lists give names. We give signals + context: Business Intentions, stack changes, financials, geo footprint, outsourcing, and buyer-org maps, so reps know who to contact and what to say. ### How do you decide which accounts to prospect first? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Accounts are scored on Fit, Intent, and Timing. Fit = ICP firmographics & footprint; Intent = Business Intentions, started/stopped tech, outsourcing; Timing = exec moves, renewals, real-time events, and reachability. ### Can we micro-target opportunities (e.g., by install base or region)? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Filter by competing install base, product segment, R&D/hiring locations, partner presence, and outsourcing footprints to zero in on winnable niches. ### How do you personalize outreach at scale? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We generate message kits from account characteristics, emerging use cases, and buyer viewpoints, mapped to the actual committee (influence/role), so sequences land with relevance. ### Where does the data come from and how fresh is it? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Multi-source, corroborated, and continuously refreshed. Trigger alerts fire on stack changes, exec moves, M&A, center setups, renewals, and other meaningful events.​ ### Will this replace our sales-engagement tool? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) No. It feeds your engagement platform and CRM with prioritized accounts, contacts, reason codes, and next best actions so your current sequences work smarter. ### How accurate are the contacts? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We use public, verified professional data with confidence scoring and easy suppression/dedupe. You control validation rules before anything reaches reps.​ ### Is it GDPR compliant? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. GDPR-aligned practices, data minimization, auditability, and role-based access. We only use publicly available professional information. ### Can we bring first-party signals? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Absolutely. Ingest product usage, win/loss, campaign engagement, and partner telemetry; fold them into scoring and routing in your CRM. ### How does this help SDR, AE handoffs? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Shared lists, tags, and notes, territory locks, and reason codes keep everyone working the same prioritized plan without collisions. ### Do you support partner, ISV attach and competitive displacement? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Prospect where install base + started/stopped signals indicate attach or replacement; coordinate with alliances on timing and target contacts. ### How fast to first value? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Teams typically publish Top-100 prioritized prospects per territory and launch signal-based plays in week one. ### How do we measure ROI? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Track lift in reply rate, meetings set, meeting→opportunity conversion, stage velocity, win rate, ACV, and cost-to-sell (research time saved). ### Can we customize models and thresholds? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Tune weights, decay windows, and filters by region, segment, product line, and motion (net-new vs. expansion). ### What about inbound leads - do you help prioritize them too? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Score inbound against the same Fit, Intent or Timing model to bubble up high-propensity leads and route them instantly. ### How do you reduce noise and false positives? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We require multi-signal corroboration, apply recency decay, and let you set minimum buyer-coverage rules so reps only work reachable, relevant prospects. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b661c6889daaea9cb148f6_Grid%20Bottom%20Light.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## AI Persona Analysis [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # AI Sales Agent for Persona Analysis Transform any executive profile into a complete, go-to-market persona, including their priorities, responsibilities, leadership style, technology orientation, and engagement cues, so sellers know exactly how to approach them. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ## Your Team Has Titles. What They Need Is Context. Winning executive conversations requires an understanding of what leaders actually care about, far beyond job titles and org charts. Without a sales agent powering your persona intelligence, you are left with ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69312b9a0bdf1d29eed5d98c_Frame%20427320087.svg) #### Surface-Level Executive Knowledge Teams rely on generic role assumptions rather than executive-specific mandates, KPIs, and current initiatives. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6932893cb14c11b620ba2d50_Icon%20Container%20(8).svg) #### Guesswork in Engagement Strategy Reps craft outreach without clarity on what motivates the executive or what language resonates. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e65b4caaa47af04fa6fe8b_Icon%20Signal%20Yellow.svg) #### Missing Leadership Signals Promotions, new hires, scope changes, and mandate shifts often go unnoticed, derailing personalization. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69328975a7f0ed0f4516e571_Icon%20Container%20(9).svg) #### Ineffective Discovery Conversations Without persona-level insights, sellers ask broad questions instead of anchoring conversations around real priorities. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## How This AI Sales Agent Works The Persona Analysis Agent creates a deep executive profile using leadership history, responsibilities, strategic priorities, hiring patterns, tech influence, and organizational signals. It turns fragmented data into a complete persona narrative that guides messaging, positioning, and executive outreach strategy. Role & Responsibility Mapping ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e65bb2e17acaea0685df5f_Icon%20Stats.svg) Analyzes the executive’s remit, KPIs, and strategic charter. _What business outcomes is the CFO of PepsiCo accountable for this year?_ Strategic Priority Identification ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692459efc3d70c96667f6797_Aim%20(1).svg) Surfaces initiatives the leader is actively driving forward. _Which transformation priorities is the CIO of Ford focused on right now?_ Leadership & Background Signals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69245af1c8f5d7f72f8cd685_User%20(2).svg) Examines work history, tenure, experiences, and leadership patterns. _What past roles shape how the CDO at L’Oréal approaches data strategy?_ **Tech Exposure & Decision Influence** ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/693288e923b6b7ef1d857930_Chip%20(3).svg) Assesses their comfort with technology, vendors, and modernization programs. _How involved is the CTO at Shopify in cloud modernization decisions?_ **Persona Narrative Generation** ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6932890bd9196fcd41f31d49_Bulb%20(2).svg) Synthesizes insights into a tailored engagement storyline and message hierarchy. _What outreach angle will resonate most with the COO at McDonald’s?_ ## Persona Analysis Agent is used by ##### 1 ### Enterprise AEs & hunters Craft executive-level outreach grounded in the leader’s priorities and decision style. ##### 2 ### Strategic account managers Strengthen stakeholder mapping and prepare for multi-executive engagement. ##### 3 ### ABM teams Build precision campaigns and content tailored to high-impact personas. ##### 4 ### Deal pursuit, solutioning, and bid teams Align proposals and narratives to the exact motivations of executive buyers. ##### 5 ### Sales enablement teams Equip sellers with a single, comprehensive account brief before first contact; messaging, signals, org map, and plays. ## Accelerate Every Deal Cycle with AI Agents for Sales Give your teams always-on agentic intelligence that speeds up every step of your GTM motion; from account identification to deal closure. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b65f87486391871efc31fb_bg-mesh.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b65f4a8dacda1efed2254d_right-decor.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Unlock a complete executive persona blueprint tailored to your target stakeholder The Persona Analysis Agent delivers a comprehensive persona report that includes ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e65bb2e17acaea0685df5f_Icon%20Stats.svg) ### Executive Overview Role, remit, KPIs, scope, and organizational influence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/693282fbf9b5e0ea60900556_User%20(3).svg) ### Career & Leadership Profile Experience, patterns, decision style, and leadership approach ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e6623399266ccf12fd7e1b_Aim.svg) ### Strategic Priorities The 3–5 initiatives the executive is driving, with business implications ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/693283297503d94cecb4d986_Project%20(1).svg) ### Functional Focus Areas Domains owned, cross-functional responsibilities, and success measures ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e65c4d3a271fb3f6c26b57_Icon%20Graph-up%20Orange.svg) ### Account Signals (Last 90 Days) Mandate shifts, scope expansions, team changes, and new hires ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d3c498863b4018d20ee181_Icon-Chip-Pink.svg) ### Technology & Capability Outlook Tech exposure, modernization stance, and vendor influence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69328374d02a59d78c4f2b53_Search%20(2).svg) ### Opportunity Windows Pain points, capability gaps, and areas of executive urgency ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69327944e4a2177eca8648ea_speech-bubble%20(1).svg) ### Engagement Strategy Messaging angles, conversation starters, and persona-specific CTAs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d3c498e8ebbeda85a63f77_Icon-Insight-Pink.svg) ### Value Proposition Summary Why your offering aligns, and how to position it for this leader ## Impactful insights, delivered real-time Access insights via API, custom data feeds, the Draup platform or using MCP [![A image describes API Integration](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5fbb0d313863989f_Talent%20Home%201.png)\\ **APIs & Integrations** \\ \\ Best for\\ \\ Embedding live insights in workflows without storing data\\ \\ - Native integrations with 33+ CRMs, like Salesforce, Hubspot, Microsoft Dynamics CRM, etc.\\ - Real-time access to critical data\\ - Enhanced security and data Integrity\\ - Efficient API performance with flexible limits\\ \\ Learn more](https://draup.com/sales/data/api) [![A image describes Custom Data Feed](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5d70126026a86144_Talent%20Home%202.png)\\ **Custom Data Feed** \\ \\ Best for\\ \\ Analytics at scale & joining Draup with internal data\\ \\ - Highly customizable feeds for workflow needs\\ - Scheduled pushes to data lakes/warehouses (S3, ADLS, BigQuery, SFTP)\\ - Scalable use cases with the data\\ - Integrates with internal data assets for co-pilots/agents\\ \\ Learn more](https://draup.com/sales/market-intelligence-data) [![A image describes Draup AI-SaaS Platform](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743ad17b1f3b9e7b880d_2b96d6882b630cc8f72a05eaff642c8f_Talent%20Home%203.png)\\ **Draup Platform** \\ \\ Best for\\ \\ Fastest time-to-value, \\ \\ no build required\\ \\ - Ready-to-use UI with 200+ productized use cases & workflows\\ - Leverage visualizations & workflows to drive seller action with no overhead\\ - Enterprise controls: SSO, RBAC, governance\\ - Integrates UI & functionality into CRM apps\\ \\ Book a demo](https://draup.com/book-a-demo) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6915b1809e4e6dbbe661e559_mcp-image.png)\\ **Model Context Protocol** \\ \\ Best for\\ \\ Real-time Al workflows & LLM applications\\ \\ - Native integration with Claude, OpenAl, and MCP-compatible Al tools\\ - Zero ETL, models query live data without pipelines or reindexing\\ - Governed access with token-based scopes, Pll masking, and audit trails\\ - Grounded, real-time data prevents LLMs from generating outdated or inaccurate insight\\ \\ Learn more](https://draup.com/sales/data/model-context-protocol) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Enterprises do extraordinary things with Draup Real stories. Real Success. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ## The Persona Analysis agent is powered by unparalleled global market data Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667933aa493926f0085975_White%20set%20(14).svg) 700M+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667933aa493926f0085975_White%20set%20(14).svg) 700M+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## AI-Powered Account Planning [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ## AI-Powered Account Planning for ABM: Slash your Enterprise Sales Cycle 23 min read July 8, 2024 Share ### **Key Takeaways** **Significant Reduction in Sales Cycles**: By leveraging AI-driven insights for account planning, enterprise sales teams can dramatically reduce the length of sales cycles. AI enables more precise targeting and efficient lead qualification, allowing teams to focus their efforts on the most promising prospects. **Enhanced Conversion Rates Through Personalization**: AI’s ability to analyze vast amounts of data facilitates highly personalized marketing efforts. This capability ensures that messages resonate more deeply with potential clients, significantly boosting conversion rates. **Time and Cost Efficiency in Prospecting**: AI reduces the financial and time investments required in traditional prospecting by automating routine tasks such as lead scoring and initial communications. This automation lowers overhead costs and reallocates resources towards more strategic activities. **Data-backed and Optimized Resource Allocation**: AI informs better decision-making about where and when to allocate marketing resources, ensuring that investments are made in opportunities that are most likely to yield high returns. **Faster Account Penetration:** The integration of AI allows companies to not only understand current customer behaviors but also predict future actions. These insights are crucial for developing forward-looking marketing and account penetration strategies, factoring in real-time account-level insights. **Competitive Advantage**: The use of AI provides companies with a significant competitive edge in high-stakes markets. Real-time data analysis and the ability to quickly adapt to market changes mean companies can often outpace competitors who rely on more traditional methods. **Case Studies and Implementation Overviews**: Through detailed case studies, the whitepaper showcases real-world applications and the effectiveness of AI in transforming ABM strategies, offering readers concrete examples of how AI has been successfully implemented to drive growth and efficiency. Account-Based Marketing (ABM) represents a strategic pivot in the sales & marketing landscape, **moving away from broad, one-size-fits-all campaigns to- highly personalized, target account-focused approaches**. All of this can be done at-scale without compromising on lead quality or any increase in cost-per-lead. Leveraging [AI-powered account planning](https://draup.com/sales/solutions/account-planning-for-abm) and insights, enterprise sales and marketing teams can customize their outreach efforts to match the specific requirements of a target account and narrow-down on a particular high-value pain point to result in more successful and efficient prospecting strategies. While this was indeed possible to do manually before the proliferation of AI, the scale, cost reduction and efficiency improvements have prompted CROs & Focus on specific high-value accounts with hyper-relevant messaging to increase win rates As the business landscape evolves, so too, does the need for innovative approaches to ABM. Over the years, ABM has evolved from simple personalized communications to sophisticated, data-driven strategies that engage specific key accounts at various points in the sales funnel, fostering deeper relationships and driving substantial business outcomes. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686778cfd6fb17a01ba87e1b_Combining-ABM-with-AIs-capabilities-Businesses-can.avif) This [whitepaper explores the integration of AI into ABM strategies,](https://draupmedia.s3.us-east-2.amazonaws.com/wp-content/uploads/2024/07/13111849/AI-for-data-driven-ABM_compressed.pdf) providing a comprehensive guide on how to leverage AI to slash enterprise sales cycles and maximize return on investment (ROI). To demonstrate the practical advantages of AI in ABM, we will explore the possibilities of new-age sales intelligence platforms, talk about how generative AI (Gen AI) helps create high-impact ABM strategies, and dive deep into insights from case studies. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686779002df66e8977f54262_Quantitative-Benefits-of-AI-in-ABM-.avif) By the end of this whitepaper, you will have a clear understanding of how AI can give your sales teams a competitive edge, enhance conversion rates, and drive substantial ROI through informed, data-driven ABM strategies. # How AI Is Transforming Enterprise ABM and Slashing Sales Cycles ### **Enhancing Conversion Rates and Maximizing ROI with AI** Reducing prospecting overheads is a pressing requirement for CROs & CFOs across the board. While whatever that can be automated, removed and/or replaced is being done so at a rapid pace, there is still massive scope for cutting sales prospecting costs and time. Enhancing conversion rates and maximizing ROI with AI involves a strategic overhaul of how enterprise sales teams operate. By integrating AI-driven platforms, these teams can significantly improve their efficiency and effectiveness across several dimensions, including account planning: ### **Better Lead Scoring and Opportunity Identification** AI technologies enhance lead scoring processes by analyzing vast arrays of data points to accurately score leads based on their likelihood to convert. This refined scoring helps sales teams prioritize their efforts towards the most promising leads, thereby increasing efficiency and conversion rates. Opportunity identification through AI involves detecting patterns and insights from data that might not be apparent through human analysis alone. AI can highlight potential high-value targets or suggest new market opportunities based on emerging trends, competitive movements, or changes in customer behavior. ### **Reducing Prospecting Overheads** AI can automate routine tasks such as data collection, initial lead contact, and follow-ups, which traditionally consume a significant portion of sales teams’ time and resources. By automating these tasks, AI not only reduces overheads but also allows sales personnel to focus on more complex and strategic activities that require human insight. The automation of these tasks leads to a more streamlined sales process, reducing the time from lead generation to closing, and significantly cutting down the cost of sales prospecting. ### **Leveraging AI for Account Playbooks** AI-driven insights are crucial for developing comprehensive account playbooks and account planning strategies that guide sales strategies for key accounts. These playbooks can include tailored messaging strategies, preferred communication channels, and personalized product recommendations, all derived from AI analysis of past interactions, account needs, and potential growth opportunities. By using AI to derive these insights at scale, enterprise sales teams can ensure that their approach to each account is informed by data-driven strategies that are more likely to resonate with the client and result in successful conversions. ### **Competitive Advantage in Global Tech Markets** For sales teams in global tech product companies, tech services, and tech-enabled services, the margins for winning deals can be incredibly tight. AI provides a competitive edge by enabling faster reaction times to market changes, personalized customer engagements, and more effective risk management in deal-making. The ability to quickly adapt and respond to customer needs and market dynamics, powered by AI, is a critical determinant of success in these high-stakes environments. ### **The Rise of New-Age Sales Intelligence Platforms** Modern sales intelligence platforms, powered by AI, are transforming how tech companies approach ABM. Platforms like these offer advanced features such as real-time intent data analysis, digital tech stack analysis, and automated lead scoring. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6867793dd6fb17a01ba8cce6_opp_index-1.avif) _Figure 1: Example of Lead Scoring for Uber on the Draup Platform. A higher Opportunity Index here means a greater approachability for deals_ In the above image, you can see how an AI-powered sales intelligence platform such as Draup leverages M&A news, deals data, layoff figures, executive movements and outsourcing intensity to arrive at an ‘Opportunity Index’ for an account. This feature empowers sales teams to make data-driven decisions, prioritize high-value accounts, and tailor their strategies to individual prospects. Enterprise sales teams are only realizing the power of using AI to analyze a recent tech stack change in an enterprise, or to track executive movements, analyze M&A activities and paint a data-backed picture of their current and future business intentions. This level of granular account intelligence allows sales teams to craft personalized messages that resonate with the prospect’s specific needs and interests, significantly increasing the likelihood of conversion. **_AI helps sales teams move beyond generic pitches and generate proposals the resonate personally with potential clients_** ### **Case Study 1: Leveraging Digital Tech Stack Data and Executive Movement Analysis to Secure a Major FMCG Client** **Background**: A prominent tech services company specialized in providing advanced digital solutions aimed to enhance operational efficiency and marketing effectiveness for various industries. Seeking to expand its reach within the fast-moving consumer goods (FMCG) sector, the company targeted a significant opportunity to partner with a major player in the FMCG industry. **Challenge**: The target FMCG company had been facing stiff competition and needed to innovate its digital marketing strategies to maintain a competitive edge. Historically reliant on outdated systems and processes, the company required a convincing demonstration of how modern digital solutions could bring both immediate and long-term benefits. **Solution**: The tech services company employed a strategic approach centered around two key data-driven insights: ##### **Digital Tech Stack Data Analysis:** - An in-depth analysis was conducted on the FMCG company’s existing digital tech stack, identifying inefficiencies and areas where the company lagged behind its competitors. - A comparison was presented showing how competitors were leveraging more advanced technologies to gain market advantages. ##### **Executive Movements Analysis:** - By tracking recent executive movements within the FMCG industry, trends and strategic shifts were identified, particularly towards digital innovation. - This analysis revealed a growing trend of hiring executives with strong backgrounds in digital transformation **Strategy Implementation**: Armed with this information, the tech services company approached the FMCG company’s recently appointed Chief Technology Officer, known for advocating digital transformation in his previous roles. The pitch highlighted: - Immediate improvements in operational efficiency achievable with the proposed digital solutions. - Long-term benefits of adopting advanced digital marketing technologies that could position the FMCG company as a leader in market innovation. **Outcome**: The targeted approach and tailored pitch were well-received by the FMCG company’s decision-makers. Impressed with the clear, actionable insights and the readiness of the digital solutions, the company agreed to a partnership. The collaboration kicked off with a pilot phase focusing on enhancing digital marketing efforts, which: - Significantly boosted consumer engagement through targeted, data-driven campaigns. - Improved operational efficiency by 25% within the first six months. - Showcased the potential for scalability across other areas of the company’s operations. This engagement highlights the effectiveness of using strategic, data-driven insights to secure partnerships in competitive industries. The tech services company not only succeeded in closing a pivotal deal but also demonstrated the potential of digital transformation to drive business success in the FMCG sector. This case serves as a valuable example for other tech companies looking to penetrate major markets through informed and strategic approaches. ### **Maximizing ROI with AI** The primary goal of integrating AI into ABM is to maximize ROI. By automating routine tasks such as data analysis and lead scoring, AI frees up sales teams to focus on strategic activities. Typically, an analyst engaged in lead scoring can be paid anywhere between $50,000 to $70,000 annually, depending on their experience and the company’s location. In contrast, an AI model capable of automating this process can be available for a subscription fee that may range from $10,000 to $30,000 per year. Granted, the analyst could be engaged in other workloads as well, however, the AI model can be scaled to a level that no analyst could ever be. This substantial cost difference highlights the economic advantage of integrating AI into business processes, potentially saving companies tens of thousands of dollars annually while also increasing efficiency and accuracy in lead scoring activities. Additionally, AI-driven insights enable more accurate forecasting and better decision-making, ensuring that resources are allocated where they will have the most impact. Not to mention the time savings achieved by incorporating AI into routine sales tasks. While data analysis typically takes up about 3-4 hrs of an average workday for an analyst, the same task can be done in mere minutes by AI. ### **Building High-Impact ABM Strategies with AI** AI transforms ABM strategies from traditional, intuition-driven campaigns to dynamic, data-powered initiatives that significantly elevate engagement, precision, and ROI. By harnessing the capabilities of AI, such as data-driven account planning, companies can unlock profound insights into customer behaviors and preferences, enabling them to construct personalized, impactful marketing campaigns that resonate deeply and drive conversions. Let’s explore how AI is sculpting ABM strategies that not only meet but anticipate the needs of key accounts, setting a new standard for targeted marketing excellence. ### **Personalized Messaging and Content Delivery** One of the key advantages of AI is its ability to generate insights that enable outreach teams to deliver personalized messaging at scale. Traditional marketing approaches often struggle to deliver personalized content to each target account due to resource constraints. AI platforms overcome this challenge by analyzing vast amounts of data to understand the unique needs, preferences, and pain points of each account. Using this information, sales teams can create customized content that speaks directly to the specific interests and challenges of each prospect. This level of personalization increases engagement and builds stronger relationships with potential clients, ultimately driving higher conversion rates. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68677a5ee391c7b05e072c91_key%20intentions.avif) **_Figure 2: Understanding an accounts pain points to craft hyper-targeted messaging_** ‍ For example, in the above image, a prospecting team can quickly learn that Uber is currently in the market for Extended Reality, AI in advertisement & facial recognition solutions. So, a product company that has any or all of the above capabilities can develop personalized email campaigns for Uber’s key executives. By tailoring the content to address the specific concerns and goals of each account, product evangelists and sales team can see a significant increase in open and response rates, leading to more successful sales outcomes. ### **Predictive Analytics for ABM** Predictive analytics is another powerful application of Gen AI in ABM. By analyzing historical data and identifying patterns, Gen AI can forecast future buying behaviors and predict which accounts are most likely to convert. This enables sales teams to focus their efforts on high-value targets and allocate resources more efficiently. For instance, a tech-enabled services company utilized Gen AI’s predictive analytics to identify accounts that were showing early signs of readiness to purchase. By prioritizing these accounts, the sales team was able to engage with prospects at the optimal time, resulting in shorter sales cycles and higher win rates. ### **Case Study 2: Understanding a Telecom major’s outsourcing footprint to micro-target their pain points** A leading tech services company pitching for contract from a leading US telecom giant was eager to gain more insights into their current outsourcing priorities using AI-powered account planning to tailor their approach. They wanted to understand what engagements were outsourced and to whom. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68677a8f2df66e8977f661b2_Active-Outsourcing-Partner.avif) _Figure 3: Using account intelligence to understand the target account’s outsourcing_ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68677aa6495543ec5ad49536_Workforce-Split-by-Micro-Verticals.avif) _Figure 4: Vertical-wise split enables service providers to understand account priorities in detail_ The results were impressive. The company was able to shorten their sales cycle by 50% thanks to their hyper-customized messaging framework. ### **Predicting Future Buying Behaviors and Identifying High-Value Targets** The ability to foresee future buying behaviors and pinpoint high-value targets is crucial. This foresight is not just beneficial—it’s a fundamental driver of sales & marketing success, optimizing how resources are deployed and increasing the effectiveness of sales efforts. Within this context, Artificial Intelligence (AI) emerges as an indispensable tool. AI-powered account planning equips sales teams with deep, actionable insights that are essential for making strategic decisions. ### **Predictive Models for Buyer Behavior** AI-powered predictive models utilize both historical data and current target account-level and market dynamics to anticipate the buying behaviors of key accounts. These models can predict when a client is likely to need upgrades, consider new solutions, or expand their operations, based on insights drawn from current actions within their industry, such as executive hires or strategic partnerships. By proactively understanding these behaviors, companies can tailor their outreach, ensuring that they are engaging accounts with personalized solutions at the most opportune times. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68677adf8e2d0c760c836f40_Key-Focus-area-VS-Opprtunities.avif) _Figure 5: Identifying potential opportunities to work with AT&T by understanding their key focus areas and opportunities_ The above image is generated from insights from an AI-powered account intelligence platform and provides valuable strategic insights into AT&T Inc.’s focus areas and outlines key opportunities for service providers aiming to collaborate with AT&T. This guidance is critical for service providers as it informs predictive models for understanding AT&T’s procurement behavior and aligning their offerings accordingly: **5G/Fiber Network Development:** - Insight: AT&T is enhancing its fiber-optic broadband and developing 5G networks in several major cities. - Opportunity for Service Providers: Companies specializing in telecommunications infrastructure, fiber-optic technology, or 5G solutions could predict a growing need for their services in regions specified by AT&T’s development plans. By aligning their proposals to support AT&T’s expansion into high-speed internet services, service providers can position themselves as essential partners. **Unified Communications as a Service (UCaaS):** - Insight: AT&T aims to integrate various communication services into a unified platform. - Opportunity for Service Providers: Providers of software and technology that support unified communications can use this information to forecast AT&T’s interest in solutions that streamline communication processes. This could include tools for video conferencing, messaging, and collaboration technologies that enhance AT&T’s service offerings to corporate clients. **Contact Center Solutions:** - Insight: There is a focus on enhancing multi-channel communication for better customer interaction. - Opportunity for Service Providers: This indicates potential opportunities for providers of advanced contact center technologies and customer relationship management (CRM) systems. Predictive models can identify trends where AT&T might be looking to upgrade or replace their existing systems to improve customer service capabilities. By leveraging these insights, service providers can utilize predictive models to tailor their business development strategies and outreach efforts more effectively. They can anticipate the types of proposals and solutions that AT&T is likely to favor, increasing their chances of securing contracts and forming strategic partnerships. ### **Case Study 3: Advanced AI-Driven Target Identification for Enhanced Market Penetration** **Background**: A leading tech solutions provider was looking to expand its market share by targeting key accounts in the financial services sector. The objective was to leverage advanced AI capabilities to identify high-value targets and predict buying behaviors, focusing on companies likely to invest in upgrading their tech stacks. **Challenge**: The financial services sector is highly dynamic, with frequent mergers and acquisitions, regulatory changes, and shifts in technology adoption. The company needed a method to quickly identify and prioritize potential clients who were most likely to engage in substantial tech upgrades or new deployments in the near future. **Solution**: The company implemented a comprehensive AI-driven strategy to analyze digital tech stacks and monitor market signals such as executive movements, M&A activities, and partnership announcements. This approach involved several key components: 1. Integration of Diverse Data Sources: - The company integrated data from multiple sources, including public financial records, digital footprint analysis, and real-time news updates, into a unified AI platform. 2. Development of Predictive Models: - AI models were developed to analyze this data, with a focus on identifying patterns and signals that indicate a likelihood of technology investment, such as the appointment of new CTOs or strategic partnerships involving digital transformation. 3. Real-Time Account-level Analysis and Reporting: - The AI system was configured to provide real-time insights and alerts whenever significant market events occurred that could influence buying decisions, allowing the sales team to act swiftly. **Implementation**: The AI system identified a mid-sized bank that had recently undergone a merger and had appointed a new CTO known for her focus on digital innovation. The predictive model indicated a high likelihood of significant tech investments in the coming months. Based on these insights, the tech solutions provider crafted a targeted approach: ### **Customized Communication Strategy:** Tailored communications were prepared, emphasizing how their tech solutions could integrate seamlessly with the bank’s existing systems and enhance operational efficiency, particularly important during the post-merger integration phase. ### **Strategic Engagement:** The sales team was briefed on the bank’s recent changes and potential needs, enabling them to engage in informed, constructive discussions with key decision-makers. **Outcome**: The targeted approach proved highly successful: - The bank signed on for an initial pilot project within two months of the first engagement, with potential for a broader roll-out based on early results. - The pilot project demonstrated a 30% improvement in operational efficiency in the first quarter, prompting discussions for additional phases of implementation. - The predictive model’s accuracy and the timely engagement strategy significantly reduced the sales cycle and increased conversion rates compared to previous efforts. This study highlights the effectiveness of using AI-driven insights to enhance market penetration strategies. By effectively analyzing digital tech stacks and market events, and predicting future buying behaviors, the tech solutions provider was able to target the right accounts at the right time, leading to successful new client acquisitions and setting a benchmark for future sales strategies in dynamic industries. ### **Understanding Technology Initiatives and Budgets** For Account-Based Marketing (ABM) to be truly effective, it is crucial to have a deep understanding of an account’s high-priority technology initiatives and budget allocations. **Through sophisticated analysis of data sources including digital tech stacks, corporate financial reports, and industry news, AI tools can discern patterns and trends that pinpoint a company’s technology priorities and strategies**. This level of insight is crucial for tailoring ABM strategies to align closely with the specific technological needs and timelines of each account. By understanding these priorities, companies can position their solutions as essential components of the target’s tech evolution, thereby enhancing the relevance and appeal of their offerings. Artificial Intelligence (AI) provides the tools needed to gain these insights, ensuring that marketing efforts are both relevant and impactful. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68677bba4a30abdb4baea212_Digitaltechstack.png) _Figure 6: Looking into the enterprise tech stack is the first step to understand their current and future digital priorities_ ### **Insights into High Priority Digital Initiatives in Target Accounts** AI excels at gathering and analyzing data from a variety of sources, including public records, social media such as LinkedIn, and industry reports. By leveraging AI, companies can gain a comprehensive view of an account’s current technology initiatives, strategic priorities, and long-term goals. This information is invaluable for crafting personalized marketing messages and solutions that address the specific needs and challenges of the target account. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68677bf54a30abdb4baed2a1_Enterprise-grade-AI-.avif) _Figure 7: Example: IBM Consulting uses its expertise in technology, business, and strategy_ For example, a tech services company might use AI to analyze a prospect’s recent investments in cloud infrastructure. This insight allows the company to position its cloud security solutions as a strategic complement to the prospect’s existing initiatives, increasing the likelihood of engagement and conversion. ### Real Time **Insights** into Budget Allocation within Target Accounts Understanding an account’s budget constraints and spending patterns is a top-of-mind problem to be solved before running effective ABM campaigns. AI systems analyze historical spending, departmental budgets, and financial health indicators to predict future budget allocations within target accounts. This analysis helps ABM teams to understand where and when their prospects are likely to invest, allowing for strategically timed engagements. For instance, AI can identify if a target account is increasing its IT budget, suggesting an upcoming opportunity for technology providers to present their solutions. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68677c1e16ef00b51a034693_financials.avif) _Figure 8: AI Sales Intelligence platforms like Draup can provide detailed insights into an account’s key financial metrics_ ‍ A services firm, for instance, used AI to analyze the budget reports of a potential client. By understanding the client’s financial priorities, the firm was able to tailor its proposal to align with the client’s budget, increasing the chances of acceptance and reducing the sales cycle. ### **Example: Scenario Analysis Demonstrating Budget-Informed ABM Strategies** To illustrate the application of these insights, consider a hypothetical scenario where a tech provider uses AI to analyze the budget trends of a prospective client in the manufacturing sector. The AI analysis reveals that the client is planning to increase its budget for automation technologies over the next fiscal year. Armed with this information, the tech provider tailors its pitch to highlight how its products can integrate with existing technologies to drive more efficient production processes, aligning directly with the client’s increased budget focus. #### **Detailed Steps for Implementation:** ##### **Data Gathering and Analysis:** - Continuously collect and update data on current technology trends and budget allocations from public financial records, earnings calls, and sector-specific reports. - Use AI to analyze this data for patterns that signal changes in technology investment and budget shifts. ##### **Predictive Forecasting:** - Develop predictive models that forecast potential increases or reallocations in technology spending within targeted accounts. - Use these forecasts to anticipate the best times for engagement, ensuring that proposals are aligned with the financial planning cycles of the prospects. **Customized Engagement Plans:** - Create engagement plans that are informed by AI insights into the target’s budget cycles and technology investment plans. - Prepare customized presentations and demonstrations that specifically address the identified priorities and budget capabilities of the target, enhancing the chances of securing a deal. **Continuous Monitoring and Adjustment:** - Regularly monitor the accuracy of AI predictions and the effectiveness of engagement strategies. - Adjust both predictive models and engagement tactics based on real-time feedback and new data, ensuring that ABM strategies remain aligned with the evolving priorities and financial landscapes of target accounts. By integrating AI-driven insights into understanding technology initiatives and budget allocations, companies can more effectively tailor their ABM strategies, ensuring that they are not only timely but also deeply relevant to the needs and financial realities of their prospects. This approach not only improves the efficiency of sales efforts but also enhances the potential for successful conversions by aligning closely with the strategic goals of target accounts. ### **Insights – Account-level Outsourcing Intelligence** A key factor that most sales and marketing teams realize now is that in Account-Based Marketing (ABM), the ability to understand and leverage strategic outsourcing intelligence can significantly enhance the effectiveness of marketing campaigns. By integrating AI-driven insights, companies can gain a deeper understanding of their target accounts, identify key decision-makers, and better target their prospects. This section explores how strategic outsourcing intelligence, powered by AI, can improve ABM motions for global tech product companies, tech services, and tech-enabled services. ### **Integrating Gen AI Insights into ABM** Generative AI offers powerful capabilities for analyzing vast amounts of data and generating actionable insights. By integrating Gen AI into ABM strategies, companies can uncover detailed information about their target accounts, including their outsourcing strategies, vendor preferences, and recent partnerships. This intelligence can be pivotal in understanding when companies are looking to outsource certain functions, which directly influences how sales teams position their offerings. For example, Gen AI can identify patterns indicating a shift towards outsourcing IT services, allowing tech providers to proactively approach potential clients with tailored solutions. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68677c8f48c6f19c9154655c_genAIBraindesk.avif) _Figure 9: Example of using an LLM trained on account data to understand an account’s priorities_ By understanding the account’s preferences and priorities in selecting vendors, the company tailored its marketing approach to highlight its strengths and align with the account’s outsourcing strategy. This personalized approach led to increased engagement and a higher likelihood of conversion. ### **Identifying Decision-Making Panels** Understanding the decision-making structure within a target account is essential for effective ABM. **AI can map out the organizational hierarchy and identify key stakeholders involved in purchasing decisions.** This intelligence allows sales teams to focus their efforts on the right individuals, ensuring that their messages reach the people who have the authority to make buying decisions. A tech-enabled services firm, for instance, used AI to identify the decision-making panel within a large enterprise account. By understanding the roles and responsibilities of each stakeholder, the firm was able to tailor its outreach to address the specific concerns and interests of each decision-maker. This targeted approach not only improved engagement but also shortened the sales cycle by ensuring that the right messages were delivered to the right people. ### **Improved Targeting with AI** AI-driven sales intelligence platforms significantly enhance the precision of targeting within ABM strategies by providing deep insights into a company’s outsourcing behaviors and preferences. This technology employs advanced predictive analytics to forecast potential outsourcing needs by analyzing a wealth of data sources including past outsourcing decisions, contractual data, and industry-wide outsourcing trends. **These forecasts allow ABM teams to anticipate the services and solutions that potential clients are most likely to need in the near future.** For example, if a company has historically outsourced its IT support during periods of rapid expansion, sales intelligence can identify similar patterns of expansion in real-time, such as spikes in hiring data or increased online service offerings, suggesting that the company may again be looking to outsource IT services. Armed with this predictive insight, ABM teams can tailor their approaches, presenting targeted solutions that align with the anticipated needs of the company. Additionally, AI can segment potential clients based on a variety of factors, including their readiness to outsource, preferred outsourcing models (such as managed services vs. project-based contracts), and even the typical contract size. This segmentation enables ABM teams to customize their messaging and solutions to the specific context of each target account, improving the relevance and appeal of their proposals. The application of AI in targeting also enables real-time adjustments in target account-level penetration strategy. As new data becomes available, AI models can update their forecasts and insights, allowing sales teams to adjust their strategies dynamically. This agility ensures that ABM campaigns remain aligned with the latest developments and shifts within target companies, increasing the likelihood of engaging decision-makers with the right message at the right time. ### **Case Study 4: Demonstrating Enhanced Account Targeting in Healthcare with AI** **Background**: A leading service provider recognized a significant opportunity in the healthcare sector, where institutions were increasingly looking to outsource data analysis and patient record management. The provider aimed to leverage Generative AI (Gen AI) to identify and capitalize on these outsourcing trends, enhancing operational efficiencies for healthcare organizations. **Challenge**: Healthcare providers faced growing operational complexities and were looking for effective ways to manage extensive patient data without compromising on efficiency or compliance. The service provider needed to demonstrate its capability in managing such complex data to prospective healthcare clients. #### **Solution Implementation:** **Comprehensive Data Analysis:** The team gathered and analyzed data from various sources, including outsourcing contracts, public announcements, and healthcare industry reports. Utilizing Gen AI, the service provider was able to identify specific trends and preferences in the healthcare industry’s outsourcing practices, particularly in data management and patient records. **Mapping Decision-Makers:** AI tools were employed to analyze communication flows and project data within target healthcare organizations, helping to map out the network of key decision-makers. The analysis pinpointed the most influential individuals involved in outsourcing decisions, enabling targeted engagements. **Targeted Marketing Strategies:** Based on the insights gained, the service provider developed targeted marketing strategies that aligned with the identified outsourcing trends and decision-maker preferences. Personalized content and proposals were created, addressing the specific challenges and needs of the target healthcare providers, ensuring the messaging resonated with the stakeholders. **Outcome**: The targeted approach led to a more focused and effective sales effort, significantly enhancing engagement with key healthcare stakeholders. The service provider successfully secured several contracts with major healthcare institutions, demonstrating a 40% increase in engagement rates and a 25% improvement in conversion rates compared to previous, non-targeted efforts. This case study exemplifies how leveraging strategic outsourcing intelligence through Gen AI can transform ABM efforts in complex industries like healthcare. By focusing on relevant trends and decision-maker preferences, the service provider was able to deliver tailored solutions that met the specific needs of healthcare providers, ultimately enhancing operational efficiencies and client satisfaction. The successful implementation underscores the potential of AI to drive targeted and effective marketing strategies in highly specialized sectors. ### **AI-Powered ABM: A Real-World Example** The integration of generative AI (Gen AI) into Account-Based Marketing (ABM) strategies, including [AI-powered account planning](https://draup.com/sales/blog/what-is-account-planning-and-how-it-empower-your-sales-efforts/), is not just a theoretical concept; it has practical, real-world applications that deliver tangible results. #### **A Simple Guide to Leveraging AI in ABM** To fully leverage the capabilities of AI in ABM, companies should follow a structured approach: 1. **Data Collection and Integration**: Gather and integrate data from various sources, including customer interactions, news reports, company financial reports, social media, market trends, and even from data vendors. 2. **AI-Driven Analysis**: Use AI-driven sales intelligence to analyze this data, uncover patterns, and generate actionable insights. 3. **Personalized Content Creation**: Leverage AI to create personalized marketing messages and content tailored to the unique needs and preferences of each target account. 4. **Predictive Analytics**: Implement predictive models to forecast future buying behaviors and identify high-value targets. 5. **Resource Allocation**: Allocate marketing resources based on AI-driven insights to ensure efforts are focused on the most promising prospects. 6. **Performance Monitoring**: Continuously monitor and analyze the performance of ABM campaigns using AI tools to refine strategies and improve outcomes. ### **Case Study 5: Fast-tracking ABM with AI for a Global Consulting Firm** **Background**: A prominent global management consulting firm sought to enhance its account-based marketing (ABM) strategies to improve engagement and conversion rates with high-value clients across various industries. To achieve this, the firm implemented AI tools, capitalizing on the technology’s capacity for deep data analysis and predictive capabilities. **Solution Implementation:** The consulting firm utilized Gen AI in several key aspects of its ABM strategy: **Personalized Outreach:** The firm utilized AI to sift through extensive client data, including past interactions, industry activities, and specific business challenges faced by each account. This data was then used to generate marketing messages that were highly personalized and tailored to address the unique needs and immediate concerns of each client, ensuring that communications were relevant and impactful. **Predictive Targeting:** By deploying predictive analytics, the firm was able to identify which accounts were most likely to need additional consulting services in the near future. This was based on factors like recent market changes, company growth, and historical buying patterns. This strategic insight allowed the firm to concentrate its marketing efforts on prospects with the highest likelihood of conversion, thereby optimizing its outreach efforts. **Resource Optimization:** The AI tools provided insights into clients’ upcoming technology initiatives and existing budget constraints. This enabled the consulting firm to align its proposals with the strategic priorities of its clients. Tailoring proposals in this manner meant that the firm could present its services as not only valuable but also perfectly timed and budget-appropriate, increasing the relevance and attractiveness of the offerings. **Outcomes**: The integration of Gen AI into the firm’s ABM strategy yielded significant improvements: - **Increased Client Engagement**: The personalized approach led to deeper engagement with targeted accounts, as communications were directly aligned with each client’s specific business context and needs. - **Higher Conversion Rates**: With predictive targeting, the firm saw a 20% increase in conversion rates, as marketing efforts were focused on accounts that were most prepared and likely to engage in new projects. - **Enhanced Proposal Success**: The ability to align proposals with clients’ strategic priorities and budget considerations resulted in a higher rate of successful engagements, as clients saw the firm’s services as more aligned and beneficial to their immediate needs. **Lessons Learned:** This case study illustrates the effectiveness of integrating Gen AI into ABM strategies within the consulting industry. Key takeaways include: - The importance of leveraging AI for deep data analysis to tailor marketing strategies and communications effectively. - The benefit of predictive analytics in identifying high-potential prospects, which helps in allocating resources more efficiently. - The strategic advantage of aligning proposals with client-specific data on technology initiatives and budgeting. The firm’s successful application of Gen AI in its ABM efforts highlights how such technologies can transform marketing strategies from broad and generic to focused and highly personalized. This approach not only improves efficiency and outcomes but also positions companies as attentive and strategic partners attuned to their clients’ specific business realities and needs. ### **Account Based Marketing – Transformed Forever with AI** The integration of Artificial Intelligence (AI), particularly Generative AI (Gen AI), into Account-Based Marketing (ABM) strategies is transforming the landscape for global tech product companies, tech services, and tech-enabled services. By enhancing conversion rates, maximizing ROI, and providing deep insights into target accounts, AI is enabling sales and marketing teams to achieve unprecedented levels of efficiency and effectiveness. Throughout this whitepaper, we have explored how AI-powered tools and platforms can revolutionize ABM strategies. From personalized messaging and predictive analytics to understanding technology initiatives and budgets, AI offers a comprehensive suite of capabilities that drive targeted, data-driven marketing efforts. Real-world case studies, including insights from leading global firms and other leading firms, have illustrated the tangible benefits of AI in ABM, showcasing significant improvements in engagement, conversion rates, and overall marketing outcomes. ### **Account Based Marketing- The Journey Forward** As AI technology continues to evolve, its impact on ABM will only grow. Future advancements in AI will provide even more sophisticated tools for data analysis, predictive modeling, and personalized marketing, further enhancing the ability of companies to connect with their target accounts in meaningful ways. We encourage global tech product companies, tech services, and tech-enabled services to embrace AI-powered ABM strategies. By leveraging the advanced capabilities of AI, companies can not only improve their marketing outcomes but also position themselves as strategic partners to their target accounts, fostering long-term growth and success. ‍ Table of content [Key Takeaways](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle#key-takeaways) [Enhancing Conversion Rates and Maximizing ROI with AI](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle#enhancing-conversion-rates-and-maximizing-roi-with-ai) [Better Lead Scoring and Opportunity Identification](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle#better-lead-scoring-and-opportunity-identification) [Reducing Prospecting Overheads](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle#reducing-prospecting-overheads) [Leveraging AI for Account Playbooks](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle#leveraging-ai-for-account-playbooks) [Competitive Advantage in Global Tech Markets](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle#competitive-advantage-in-global-tech-markets) [The Rise of New-Age Sales Intelligence Platforms](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle#the-rise-of-new-age-sales-intelligence-platforms) [Case Study 1: Leveraging Digital Tech Stack Data and Executive Movement Analysis to Secure a Major FMCG Client](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle#case-study-1-leveraging-digital-tech-stack-data-and-executive-movement-analysis-to-secure-a-major-fmcg-client) [Maximizing ROI with AI](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle#maximizing-roi-with-ai) [Building High-Impact ABM Strategies with AI](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle#building-high-impact-abm-strategies-with-ai) [Personalized Messaging and Content Delivery](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle#personalized-messaging-and-content-delivery) [Predictive Analytics for ABM](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle#predictive-analytics-for-abm) [Case Study 2: Understanding a Telecom major’s outsourcing footprint to micro-target their pain points](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle#case-study-2-understanding-a-telecom-majors-outsourcing-footprint-to-micro-target-their-pain-points) [Predicting Future Buying Behaviors and Identifying High-Value Targets](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle#predicting-future-buying-behaviors-and-identifying-high-value-targets) [Predictive Models for Buyer Behavior](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle#predictive-models-for-buyer-behavior) [Case Study 3: Advanced AI-Driven Target Identification for Enhanced Market Penetration](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle#case-study-3-advanced-ai-driven-target-identification-for-enhanced-market-penetration) [Customized Communication Strategy:](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle#customized-communication-strategy) [Strategic Engagement:](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle#strategic-engagement) [Understanding Technology Initiatives and Budgets](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle#understanding-technology-initiatives-and-budgets) [Insights into High Priority Digital Initiatives in Target Accounts](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle#insights-into-high-priority-digital-initiatives-in-target-accounts) [Real Time Insights into Budget Allocation within Target Accounts](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle#real-time-insights-into-budget-allocation-within-target-accounts) [Example: Scenario Analysis Demonstrating Budget-Informed ABM Strategies](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle#example-scenario-analysis-demonstrating-budget-informed-abm-strategies) [Detailed Steps for Implementation:](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle#detailed-steps-for-implementation) [Insights – Account-level Outsourcing Intelligence](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle#insights-account-level-outsourcing-intelligence) [Integrating Gen AI Insights into ABM](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle#integrating-gen-ai-insights-into-abm) [Identifying Decision-Making Panels](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle#identifying-decision-making-panels) [Improved Targeting with AI](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle#improved-targeting-with-ai) [Case Study 4: Demonstrating Enhanced Account Targeting in Healthcare with AI](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle#case-study-4-demonstrating-enhanced-account-targeting-in-healthcare-with-ai) [Solution Implementation:](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle#solution-implementation) [AI-Powered ABM: A Real-World Example](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle#ai-powered-abm-a-real-world-example) [A Simple Guide to Leveraging AI in ABM](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle#a-simple-guide-to-leveraging-ai-in-abm) [Case Study 5: Fast-tracking ABM with AI for a Global Consulting Firm](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle#case-study-5-fast-tracking-abm-with-ai-for-a-global-consulting-firm) [Account Based Marketing – Transformed Forever with AI](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle#account-based-marketing-transformed-forever-with-ai) [Account Based Marketing- The Journey Forward](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle#account-based-marketing-the-journey-forward) Read the report [Download Now](https://draupmedia.s3.us-east-2.amazonaws.com/wp-content/uploads/2024/07/13111849/AI-for-data-driven-ABM_compressed.pdf) Subscribe to the newsletter Get the latest talent experience insights delivered to your inbox. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Account Intelligence Solutions [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687ddb817a7b076629804f35_bd6bef79ac7db2f1906f7cfd7c593ec8_UseCase1.png)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e8dcc318e3a35431428a6b_animated-accounts.svg) # Accounts Intelligence​ For Enterprise Sales 360° Account Intelligence, one truth for who to target, why now, and what to say. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Why sales teams struggle without accounts intelligence Pipeline stalls. Win rates drop. Forecast accuracy suffers. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7a7c29f85aae15f6b354c_Frame%20427319840.svg) #### Fragmented Data, Shallow Context Account data is scattered across CRMs, sales tools, and scraped sources - offering contact lists, not decision context.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e666c0cd445751dcb80985_Icon%20Time%20Green.svg) #### Static Insights in a Dynamic Market Traditional intelligence lags real-world changes; org charts shift, budgets move, and buying centers evolve overnight.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7a84ba595d6c0a05fb67c_Icon%20Clock%20Yellow.svg) #### Missed Timing & Intent Reps reach out too late or to the wrong stakeholders, missing critical windows when deals are shaped.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7a861ea1d980650c97489_Icon%20Chat%20Blue%20.svg) #### Generic Messaging, Lost Relevance Without role-specific context, outreach sounds transactional, weakening brand credibility and response rates.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e745927f9afbd91f221f86_x-icon.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Account Intelligence is your sales-ready brief engine Draup consolidates and validates millions of account-level signals. ##### 1 #### Prioritize the Right Accounts at the Right Time Rank accounts by business intentions, financial health, stack churn, executive moves, and geo momentum. ##### 2 #### Identify the Right Buyer within the Accounts Map decision-makers and influencers with org charts, reporting lines, and buying center insights ##### 3 #### Lead with the Right Product & Right Message Tailor outreach with signals on tech gaps, initiatives, budgets, investment opportunities and competitor moves. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e3b3b6f3a171c5f267fd3f_104a1db60eff0c8ae827085f2ab08546_animated-line.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b673e0e74cfc8d6ab75b01_bg-steps.svg) DRAUP TECHNOLOGY & COGNITION ENGINE Powered by Deep Insights & Real-Time Signals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e3b05108174d664458a1c7_bottom-animated.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ecc261a8a1ab8634d50582_360%20(1).svg) ### Deep Insights into Accounts Access 360° profiles with financials, R&D footprint, technology adoption, vendors, jobs & hiring data, and buyer context. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7a8aa71c7802b7b925cc1_Textfield%20drag.svg) ### Real-Time Account Signals Track executive moves, renewals, tech replacement, outsourcing changes, and geo investments to time outreach.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e66233ba19c546697f3174_Cash.svg) ### Account Priorities Uncover what each account is investing in - from digital transformation and budgeted initiatives to active partnerships. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Use Cases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e75adb7f55e41ab765c925_Icon%20target%20pink.svg) #### Account Prioritization & Whitespace Discovery Rank named accounts by business priorities, financial health, stack churn, executive moves, and geo momentum. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e75adb10d71fcd5d27807e_icon%20Pin%20Green.svg) #### Geo-Targeted Plays Use R&D maps and globalization indices to focus field teams where initiatives and hiring signal near-term spend. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7a96da595d6c0a0601f15_Icon%20Swap%20Yellow.svg) #### Tech Replacement & ISV Attach Trigger outreach when an account starts/stops a technology; land with relevant products/solutions and partner alignment. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7a960cbe290710f3c804c_Icon%20Org%20Blue.svg) #### Outsourcing Capture (IT Services) Pinpoint active workloads, incumbent vendors, and service-provider locations; craft displacement or expansion plays. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7a960b279be77ced9b0b4_Icon%20Doc%20Purple.svg) #### Executive-Ready Pursuit Plans Build proposals tied to earnings priorities, business KPIs, and use-case workflows, not generic features. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7a960fc9934eab49d5c35_Icon%20Eye%20Red.svg) #### Expansion Watchlists​ Track announcements, renewals, and exec moves to time expansions and protect renewals.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e752a07774dc0c6d48eb18_bg-graph.svg) ## Turn account facts into immediate revenue - Sales cycle & slip risk - Cost-to-sell, research time ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7546296e7e7f18c621efc_Arrow-down.svg) - Win rate & ACV - Meeting → Opportunity conversion​ rate ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e75462c70d3e151c837d17_Arrow-Up.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7a9df8105d9a69cd4dd57_Aim.svg) Originate More qualified opportunities from named accounts, verified priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7a9df67bea7efe3af093f_Zap.svg) Accelerate Pursuits with financial, tech stack, geo, and outsourcing evidence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7a9dfa595d6c0a0604662_Maximize.svg) Expand Growth by riding vendor changes, regional hiring/investment signals. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7a9df7fea92b3918054df_Stats.svg) De-risk Forecast deals anchored to objective triggers that are less likely to slip.​ ## Enterprises do extraordinary things with Draup Real stories. Real Success. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Key Assets for Sales Teams ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7aa960f8fcd8120c4ee90_Icon%20Dollar%20Pink.svg) #### Financials & Priorities​ Trends, growth & ratios, statements, earnings call transcripts, announcements, and holdings to show what’s funded and why. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7aa95f44c778abc283fbb_Icon%20World%20Green.svg) #### Global Footprint & R&D insights R&D maps, globalization index, current workloads, IT workforce density, and account initiatives so you target the right regions. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7aa9672f4206bee98b634_Icon%20Robots%20Yellow.svg) #### Technology Adoption & Change signals Telemetry across 1,500+ product segments and 59K+ products with tech stack changes to flag replacement and attach plays. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7a960cbe290710f3c804c_Icon%20Org%20Blue.svg) #### Outsourcing & Vendor Landscape Service-provider relationships, workloads, and provider locations - perfect for IT services pursuit strategy and for ISV-partner motions. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7aa95d2b696dd31acf530_Icon%20User%20Purple.svg) #### People & Business Priorities Executive movements, buyer-org context, and use-case clusters with relevant products/solutions and talk tracks. ## Powered by unparalleled global market data Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667933aa493926f0085975_White%20set%20(14).svg) 700M+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667933aa493926f0085975_White%20set%20(14).svg) 700M+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ## Impactful insights, delivered real-time Access insights via API, custom data feeds, the Draup platform or using MCP [![A image describes API Integration](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5fbb0d313863989f_Talent%20Home%201.png)\\ **APIs & Integrations** \\ \\ Best for\\ \\ Embedding live insights in workflows without storing data\\ \\ - Native integrations with 33+ CRMs, like Salesforce, Hubspot, Microsoft Dynamics CRM, etc.\\ - Real-time access to critical data\\ - Enhanced security and data Integrity\\ - Efficient API performance with flexible limits\\ \\ Learn more](https://draup.com/sales/data/api) [![A image describes Custom Data Feed](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5d70126026a86144_Talent%20Home%202.png)\\ **Custom Data Feed** \\ \\ Best for\\ \\ Analytics at scale & joining Draup with internal data\\ \\ - Highly customizable feeds for workflow needs\\ - Scheduled pushes to data lakes/warehouses (S3, ADLS, BigQuery, SFTP)\\ - Scalable use cases with the data\\ - Integrates with internal data assets for co-pilots/agents\\ \\ Learn more](https://draup.com/sales/market-intelligence-data) [![A image describes Draup AI-SaaS Platform](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743ad17b1f3b9e7b880d_2b96d6882b630cc8f72a05eaff642c8f_Talent%20Home%203.png)\\ **Draup Platform** \\ \\ Best for\\ \\ Fastest time-to-value, \\ \\ no build required\\ \\ - Ready-to-use UI with 200+ productized use cases & workflows\\ - Leverage visualizations & workflows to drive seller action with no overhead\\ - Enterprise controls: SSO, RBAC, governance\\ - Integrates UI & functionality into CRM apps\\ \\ Book a demo](https://draup.com/book-a-demo) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6915b1809e4e6dbbe661e559_mcp-image.png)\\ **Model Context Protocol** \\ \\ Best for\\ \\ Real-time Al workflows & LLM applications\\ \\ - Native integration with Claude, OpenAl, and MCP-compatible Al tools\\ - Zero ETL, models query live data without pipelines or reindexing\\ - Governed access with token-based scopes, Pll masking, and audit trails\\ - Grounded, real-time data prevents LLMs from generating outdated or inaccurate insight\\ \\ Learn more](https://draup.com/sales/data/model-context-protocol) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Frequently Asked Questions ### What is Account Intelligence, in plain English? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) The verified, account-level context sellers need: financials, footprint, tech stack changes, outsourcing, exec moves, and live events, to know who to pursue, why now, and what to say. ### How is this different from generic intent data? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Intent guesses interest from web behavior; Account Intelligence ties deals to objective account signals (earnings priorities, stack started/stopped, vendor shifts, org moves, renewals). ### What signals do you cover? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Financials & earnings, global footprint & R&D, tech adoption + started/stopped using, outsourcing workloads & vendors, executive movements, job posts, and material announcements/renewals. ### How fresh is the data? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Signals are continuously monitored with near-real-time alerts; account briefs roll up the latest changes so reps don’t research in tabs. ### Where does the data come from? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Multi-source corroboration of public, partner, and licensed sources (filings, company updates, product/stack shifts, provider announcements, credible media/analyst notes).​ ### Will this help my sellers find the real buyer? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Buyer-org context and executive movements spotlight who owns the initiative, not just a list of titles. ### Can it show technology replacement opportunities? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. “Started/stopped using” across 1,500+ segments / 56K+ products flags attach and displacement plays for ISVs and services partners. ### What about outsourcing insight for services pursuits? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) See active workloads, incumbent providers, provider locations, and regional momentum to craft capture or displacement strategies. ### Does it support geo-specific selling? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Global footprint, R&D maps, hiring heat, and program locations show where to engage and how to staff/price. ### How do reps actually consume this? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) As sales-ready account briefs and signal alerts; push the fields you care about into CRM for routing, tasks, and sequences. ### Which integrations are supported? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Major CRMs (e.g., Salesforce) and popular ABM/workflow tools; we map fields to your objects and processes. ### Can I prioritize my named accounts automatically? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Build account scores using signals (financial health, stack churn, outsourcing, exec moves, geo momentum) and your ICP weights. ### How fast to first value? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Most teams stand up top-50 account briefs and signal-based plays in their first week. ### How do we measure ROI? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Track lift in pipeline coverage/quality, win rate, ACV, cycle time, meeting→opportunity conversion, expansion/renewal revenue, and seller research time. ### Is it compliant and enterprise-ready? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. GDPR-aligned practices, role-based access/SSO, auditability of signals, and alignment to your governance model. ### Can we tailor fields, industries, or scoring? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Customize views, weights, industries, sub-segments, and alert thresholds to match territories and motions. ### Do you support pilots/POV? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Focused pilots on your priority accounts, with KPIs defined up front and reviewed jointly. ### How is it priced? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Based on seats and scope (coverage, modules, alerting). We tailor plans to your sales coverage model. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b661c6889daaea9cb148f6_Grid%20Bottom%20Light.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. 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Your submission has been received! Oops! Something went wrong while submitting the form. Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ## Static plans lose to moving targets Enterprise sales teams are stifled with manual, outdated research, and bad plans. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f0f616bc97631476449e0a_Icon%20Clock%20Pink.svg) #### Wasted Time Weeks wasted in filings, job boards, and stack trackers.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f0f6468ba6358d39b37d9b_Icon%20Reset%20Green.svg) #### Slow Action Plans miss the real buying committee - pursuits stall late.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f0f671bd2981b7933e1a9f_Icon%20Hidden%20Yellow.svg) #### Limited Visibility Renewals, stack churn, and org changes aren’t captured.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e666c0028c758a56e880c9_Icon%20Cross%20Blue.svg) #### ABM Misalignment ABM and alliances miss alignment with where demand is forming.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e745927f9afbd91f221f86_x-icon.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Draup gives your team a living blueprint, not a brochure Ready-to-run plays (ABM, partner attach, geo, renewals), and competitive alerts ##### 1 #### Business Priorities and Financial Context Tie your plan to funded priorities with visibility into vertical themes, earnings trends, global footprint, and workforce density to guide geo and staffing strategies. ##### 2 #### Technology & Vendor Landscape Track tech adoption and churn across 1,500+ segments and 56K+ products, map active workloads, incumbent providers, and outsourcing locations to identify sales plays. ##### 3 #### Buyer & Stakeholder Intelligence Access buyer committee maps, influence networks, executive moves, events, and public viewpoints - converted into tailored talk tracks and Opportunity Index insights. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f1ccf72a6009a67b705943_Account%20Based.png) ## Draup 360° View Get a unified, verified view of every account - combining financials, buyer orgs, tech stacks, talent trends, and live signals, so your teams can plan, prioritize, and engage with precision. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f0f79294f2e71b4f9501c7_Icon%20Folder%20Pink.svg) #### Consolidated Information Unifies data from multiple sources (corporate sites, social media, databases. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f0f7e2f5492597bc907c08_Icon%20Check%20Green.svg) #### De-duplication Merges duplicate entries into a unified record, eliminating redundancy. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f0f7e2b7971aded5002c1e_Icon%20Trash%20Yellow.svg) #### Removing Ghost Profiles Filters out outdated or inactive profiles to keep data current and valid. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f0f7e2c09986aa9ae2e82e_Icon%20Pad%20Blue.svg) #### Essential Profile Information Verifies key details like location, organization, and job titles. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e6690be0a85660c41622f7_Icon%20Target%20Navy.svg) #### Plays, Risks, & Next Best Actions Turn intelligence into action with contextual guidance and relevant sales plays, highlights competitive and delivery risks, and recommends best actions ## Key Assets for Sales Leaders With Draup, generate and download fresh, personalized, ready-to-go account plans in one click ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e4d300fc8139bd14c4c0b4_Organization%20(2).svg) #### Company Overview Context that matters: verticals, sub-verticals, headquarters, revenue, workforce, and growth benchmarks.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f0f84f4c047e2fd5e20f0d_Stats%20(2).svg) #### Key Financials Revenue, IT spend, R&D, and EBITDA, broken down by business unit (Data Center, Gaming, Auto, etc.) and region (U.S., China, EU).​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f0f8899a259f7e956a5525_Textfield%20drag%20(1).svg) #### Signals That Matter Real-time news and events tied to deals, expansions, M&A, exec moves, layoffs, and product launches - with auditability back to source.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e667e61eb8eaab97150b25_Handshake.svg) #### Service Provider Ecosystem Active consulting & outsourcing partners and workloads, critical for timing solution plays. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e6623494a5bfe2457e7d33_Techstack.svg) #### Tech Stack Intelligence Cloud preferences, developer tools, and software investments, including insights on which vendors dominate inside the account.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e662344cb9a4e4d279c6f7_User.svg) #### Key Executives & Buyers Org charts and leadership profiles (CEO, CFO, CIO, CTO, BU heads) for instant mapping of decision-makers.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f0f8f8f2f06b2f0ce64edc_Document.svg) #### Customizable Plan Every view is editable, exportable, and sharable, becoming a living account plan inside seller workflows. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Use Cases Empower your Sales with Right account. Right moment. Right outcome. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f0f91d4890b237faa4fa75_Frame%20427319951.svg) #### Build account plans in minutes continuous updates from live signals.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f0f972a330d36392742d19_Icon%20Target%20Green.svg) #### Enter with relevance industry use cases, financial priorities, stack & vendor context.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e60ffda32333b1ff508b09_Icon%20Maximize.svg) #### Expand with confidence renewal timing, geo moves, and executive changes.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f0f9bad4e7c207ae726817_Frame%20427319954.svg) #### De-risk the forecast plans anchored to why now, who decides, and what to pitch.​ ## The Payoff ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685e5974b8cb311fe901c8c4_Icon%2013.svg) #### 40% faster deal cycles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685e5974b23566f9b0b55c80_Icon%2012.svg) #### 2x increase in win rates for strategic accounts ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685e5974f3d633909b78c300_Icon%2011.svg) #### More pipeline, less waste ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e752a07774dc0c6d48eb18_bg-graph.svg) ## Every KPI improves, when you sell with context - Sales cycle length & deal slip risk - Research time & cost-to-sell ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7546296e7e7f18c621efc_Arrow-down.svg) - Win rate & ACV​ - Meeting → Opportunity conversion​ - Expansion & renewal revenue ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e75462c70d3e151c837d17_Arrow-Up.svg) ## Enterprises do extraordinary things with Draup Real stories. Real Success. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ## Powered by unparalleled global market data Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667933aa493926f0085975_White%20set%20(14).svg) 700M+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667933aa493926f0085975_White%20set%20(14).svg) 700M+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ## Impactful insights, delivered real-time Access insights via API, custom data feeds, the Draup platform or using MCP [![A image describes API Integration](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5fbb0d313863989f_Talent%20Home%201.png)\\ **APIs & Integrations** \\ \\ Best for\\ \\ Embedding live insights in workflows without storing data\\ \\ - Native integrations with 33+ CRMs, like Salesforce, Hubspot, Microsoft Dynamics CRM, etc.\\ - Real-time access to critical data\\ - Enhanced security and data Integrity\\ - Efficient API performance with flexible limits\\ \\ Learn more](https://draup.com/sales/data/api) [![A image describes Custom Data Feed](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5d70126026a86144_Talent%20Home%202.png)\\ **Custom Data Feed** \\ \\ Best for\\ \\ Analytics at scale & joining Draup with internal data\\ \\ - Highly customizable feeds for workflow needs\\ - Scheduled pushes to data lakes/warehouses (S3, ADLS, BigQuery, SFTP)\\ - Scalable use cases with the data\\ - Integrates with internal data assets for co-pilots/agents\\ \\ Learn more](https://draup.com/sales/market-intelligence-data) [![A image describes Draup AI-SaaS Platform](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743ad17b1f3b9e7b880d_2b96d6882b630cc8f72a05eaff642c8f_Talent%20Home%203.png)\\ **Draup Platform** \\ \\ Best for\\ \\ Fastest time-to-value, \\ \\ no build required\\ \\ - Ready-to-use UI with 200+ productized use cases & workflows\\ - Leverage visualizations & workflows to drive seller action with no overhead\\ - Enterprise controls: SSO, RBAC, governance\\ - Integrates UI & functionality into CRM apps\\ \\ Book a demo](https://draup.com/book-a-demo) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6915b1809e4e6dbbe661e559_mcp-image.png)\\ **Model Context Protocol** \\ \\ Best for\\ \\ Real-time Al workflows & LLM applications\\ \\ - Native integration with Claude, OpenAl, and MCP-compatible Al tools\\ - Zero ETL, models query live data without pipelines or reindexing\\ - Governed access with token-based scopes, Pll masking, and audit trails\\ - Grounded, real-time data prevents LLMs from generating outdated or inaccurate insight\\ \\ Learn more](https://draup.com/sales/data/model-context-protocol) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Frequently Asked Questions ### What is a living account plan? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) A plan that updates itself with new signals - Business Intentions, financials, tech-stack changes, geo moves, outsourcing, buyer-org shifts, so strategy and next steps stay current. ### How is this different from a static slide or CRM notes? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Slides and notes go stale. A living plan pulls signals in, explains why now, shows who to engage, and recommends next best actions, all in one view. ### What data powers the plan? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Industry, Account, and Buyer Intelligence: earnings and priorities, started/stopped tech, footprint & R&D maps, outsourcing and vendor context, committee maps, exec moves, and real-time events. ### Can we customize the plan to our motion? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Tailor sections, weights, playbooks, personas, territories, products, and alert thresholds. Expansion vs. net-new can use different templates. ### How do reps actually use it day-to-day? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Open the account, see an executive summary, reason codes (which signals fired), mapped buyers, and a prioritized action list (emails, meetings, ABM plays, partner attach). ### Will it help with executive access and multi-threading? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Buyer-org maps with influence scoring and public viewpoints generate talk tracks and identify adjacent stakeholders and likely blockers. ### How does this improve proposal quality? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Plans translate signals into use-case narratives, align with financial priorities, cite stack/outsourcing context, and include customer-specific proof. ### Does it support geo and services decisions? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Use footprint, R&D density, hiring heat, provider locations to decide where to engage and how to staff. ### How are next best actions determined? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Rules + models across fit, intent, timing, reachability. Actions include exec outreach, renewal save, replacement play, partner attach, ABM sequence, each tied to a signal. ### How is this different from intent data? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Intent infers interest from web behavior. Account Planning here anchors on objective account signals (earnings, stack churn, vendor changes, governance) and turns them into concrete steps. ### What integrations are supported? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Push plans, scores, buyers, and tasks to CRM/ABM; sync lists, tags, fields, and reason codes. Works alongside sales-engagement tools. ### How often does the plan refresh? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Continuously. Recency/decay keeps old signals from inflating priority; alerts fire on renewals, exec moves, M&A, partnerships, center setups, stack changes. ### Can we bring first-party data? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Ingest product usage, win/loss, campaign engagement, partner telemetry and blend into scoring and plays. ### How do we govern access and compliance? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) GDPR-aligned, SSO/role-based access, audit logs, and field-level visibility by team/region. Signal sources are attributed for auditability. ### What does rollout look like? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Week 1: connect data and generate Top-10 plans per region.​ Weeks 2–4: tune weights, enable playbooks, set alerting and routing; QBR-ready.​ ### Which KPIs should move? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Win rate, ACV, sales cycle, meeting→opportunity conversion, pipeline coverage/quality, expansion/renewal revenue, forecast accuracy, cost-to-sell. ### How do we measure ROI? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Before/after on meeting set rate, M→O conversion, stage velocity, slip rate, late-stage losses, plus seller hours saved on research/planning. ### Can we align to MEDDICC/SPICED or our internal methodology? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Map plan sections and fields to your qualification framework so reviews and QBRs speak a common language. ### Do you support partner/ISV motions? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Flag attach/displacement opportunities from started/stopped tech and outsourcing; share plays with alliances. ### Pricing and pilots? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Priced by seats and coverage. We support focused pilots with clear success criteria tied to the KPIs above. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b661c6889daaea9cb148f6_Grid%20Bottom%20Light.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## AI Sales Intelligence [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # AI powered sales intelligence for a San Francisco–based $35B CRM enterprise Discover How Draup Enabled Real-Time Account Insights & Competitive Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440582100a3a09ce165d_Icon-user.svg) 72,600+ Employee Count ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406b7cd9129596beac3_Icon-doller.svg) $35.7 Bn Revenue ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406c7057d6b23b7f211_Icon-factory.svg) CRM Technology Industry ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440592f0256f7d6a6e69_Icon-pin.svg) San Francisco, USA Headquarters ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## About the Company The company is a global leader in AI-powered CRM, helping organizations accelerate growth and enhance customer engagement. It drives digital transformation across sales, marketing, service, commerce, and IT through data-driven insights and intelligent automation. ## Before Draup ##### 1 ### Limited Account Intelligence Teams struggled to identify and prioritize mid-market and enterprise accounts effectively. ##### 2 ### Fragmented Data Sources Lack of integration between market data and internal CRM limited real-time account visibility. ##### 3 ### Weak Competitive Insights Incomplete understanding of competitor penetration and product adoption across target accounts. ##### 4 ### GTM Operational Inefficiencies Manual segmentation and lack of automated data sync slowed execution and hindered sales velocity. ## The Core Challenges ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f86cf4426326700a97f4d1_Frame%20427319968.svg) To accelerate sales in enterprise and mid-market segments through AI-powered, data-driven insights. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6926bd60c21e31cfa4a2032a_Frame%20427320047.svg) To strengthen competitive positioning with detailed visibility into competitor tech stacks. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7a84ba595d6c0a05fb67c_Icon%20Clock%20Yellow.svg) To streamline GTM workflows and integrate real-time intelligence directly into internal CRM systems. ## The Solution Enterprise Software ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db5d3341843b1e0c029555_send-icon.svg) DEALS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69245c69bb71af09ca26d982_DEALS.svg) ACCOUNTS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69245c69d0bfd891fc0a8b27_ACCOUNTS.svg) TECH STACK ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692456f10e34a6956f7be433_SALES%20TECH%20STACK.svg) SERVICE PROVIDERS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692456f2d468001e62c791dd_SERVICE%20PROVIDERS.svg) KEY EXECUTIVES ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692456f2432c5083079db96c_de7400d39da2cfdb199869e8f70cd27d_KEY%20EXECUTIVES.svg) 01 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e74f9b10d71fcd5d256342_Bulb%20green.svg) Comprehensive Account Insights Delivered enriched intelligence on 100K+ accounts through Draup’s AI-powered data engine. 02 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6920064a870bbc8b6346c707_Techstack%20(2).svg) Competitor Tech Stack Analysis Provided AI-driven insights on competitor adoption and market penetration across target accounts. 03 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69245af1c8f5d7f72f8cd685_User%20(2).svg) Decision-Maker Identification Identified and prioritized key stakeholders based on influence and decision-making power. 04 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e669ca3b1aa7c7b07e0de2_Robot.svg) AI-Driven Account Segmentation Segmented accounts across 33+ industries and 175+ sub-sectors for personalized GTM execution. ## Outcome ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db59347578095bcb4adb4a_Icon-Rocket-Pink.svg) #### Accelerated Sales Velocity By utilizing Draup's AI-powered Sales Intelligence, the enterprise enhanced its go-to-market strategy by concentrating sales efforts on high-potential accounts through real-time data. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db59330984651084f13cb7_Icon-Up-Green.svg) #### Improved Win Rates Strong deal positioning was achieved through detailed competitor insights, resulting in accelerated sales velocity, improved win rates, and growth in high-opportunity sectors. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f2246be01a67bca4b66aab_Icon%20Handshake.svg) #### Enhanced Executive Engagement Sales teams utilized unified, real-time intelligence to enhance conversions through targeted messaging aimed at key decision-makers. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69245a3ed4ef096e5efb1318_Frame%20427320019.svg) #### Optimized GTM Workflows Streamlined data flows between Draup and internal CRM. Enhanced efficiency and competitiveness in the AI-powered CRM market by minimizing data management overhead. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Powered by unparalleled global market data ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Workforce AI Transformation [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) AI Is Changing How Work Gets Done. Etter Shows You How to Adapt. # Work Redesign Instantly model how tasks change, which skills matter next, and what roles should look like in an AI-led organization By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. ![Etter ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6864f18dc563b40d6985034d_2d7caff72ab2e561267c7c957e2563eb_etter.png) Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) Loved by Analysts Trailblazer in HR Technology ![The joshbersin Company Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a6729b66cf6a68f660_Joshbersian.svg) ![Gartner Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a69126d3e459f94a00_Gartner.svg) 9 mentions in reports and Hype Cycles​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b661c6889daaea9cb148f6_Grid%20Bottom%20Light.svg) Every job is changing with AI. Some tasks will disappear, some will be automated, and some will grow in importance. Etter helps you see this clearly, quantify it, and act with confidence. ## Assessing AI impact at every level #### Company-Wide Holistic workforce AI impact on capacity and spend #### Business Unit Functions most affected by automation #### Function Task-level breakdown (Finance, HR, Insurance Ops, Sales) #### Role % of tasks automated, heads redeployed, $ savings quantified ## A lens into the future of work Etter 01 Assess AI Impact 02 Identify Impacted Role by AI 03 Focus on Human Tasks 04 Automate Tasks for Automation 05 Extract Tasks from Maps 06 Create AI-Transformed JDs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fc5ed66f58058bdda0115e_Icon%20Container.svg) Analyzes every task, and classifies as Human, AI, or Human+AI ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ef5f1d903f531e781e3880_Icon%20Doc%20Green.svg) Builds AI-ready job descriptions & skills frameworks at scale ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fc5eba0510c245fc45f056_Icon%20Container%20(1).svg) Find where can we gain productivity and where are humans essential ## Etter: The AI Transformation Engine for Enterprises The 3 pillars of Etter ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fc602797b0ed2bf377c12c_Cube.svg) Draup Models ##### Role Disruption Index To assess which job roles are at highest risk or opportunity due to AI ##### Workload Disaggregation Models To split job descriptions into automatable, augmentable, and human-centric tasks ##### Skills Evolution Models To detect emerging, sustaining, and declining skills for​any function or industry ##### Hiring Difficulty and Talent Density Models​ To evaluate strategic feasibility of​workforce shifts. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fc604ca4091121d9653b4e_Tree%20chart-filled.svg) Agentic Workflows - Designed to simulate and recommend action paths such as reskilling plans, role reconfiguration, and center-of-excellence creation. - These workflows are adaptive, meaning they can tailor decisions based on new inputs - Enterprise-specific overlays enable alignment with internal org structures, performance metrics, and cost frameworks ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fc6037a8d1bf39da588c51_Settings.svg) Sustainability Engine - Ensures long-term workforce transformation by embedding fairness, inclusion, and retention metrics in every recommendation. - Offers real-time dashboards that track transformation maturity across business units and geographies. - Enables scenario planning for balancing short-term automation gains with long-term talent resilience. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687e10b005b456a0b545b46d_AI%20.svg)\\ AI Impact on Roles](https://draup.com/etter#AI-Impact-on-Roles) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a27cb0b3e1c341e8a9_Nav%20Icon%204.svg)\\ AI-First Skills Planning](https://draup.com/etter#AI-First-Skills-Planning) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687e11b30900bcce027153a7_Doc%20454F58.svg)\\ AI Job Descriptions](https://draup.com/etter#AI-Job-Descriptions) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687e11b3184cec9320134e29_Flag%20454F58.svg)\\ AI Integration Roadmap](https://draup.com/etter#AI-Integration-Roadmap) ## Understand AI's Impact on Every Role See how AI will reshape tasks and workloads across your organization - Break tasks into "Fully AI," "Fully Human," or "Human + AI" categories using Etter’s Task Analysis model. - Highlight time-savings, productivity gains, and risks for each role. ![AI Impact on Roles](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687e074438bb699eb61ce39f_b36f86b7a6b8ea736f88ced6a6cab9f3_AI%20Impact%20on%20Roles.png) ## Plan the Skills Your Teams Will Need Next Equip your workforce with the skills to succeed in an AI-powered future. - Map future-ready skills and build balanced AI-centric teams with the Role Ecosystem Model. - Identify similar roles to foster mobility and prepare for AI-driven transitions. ![AI-First Skills Planning](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f5c7534ae14db4a3f0c2c_a2f1c7d15a0a3653788576da581ceddd_AI-First%20Skills%20Planning.png) ## Write AI-Optimized Job Descriptions Attract the right talent with job descriptions built for the future of work. - Transform job descriptions with AI-specific skills and tools using the AI-Ready JD Model. - Ensure inclusivity and alignment with organizational goals. ![AI Job Descriptions](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f5c754897b4544ec59e1f_7b82dad1bfb6499b771f48a042cbede3_AI%20Job%20Descriptions.png) ## Build a Custom AI Transformation Roadmap Navigate AI integration with a clear, actionable plan tailored to your organization. - Pinpoint roles most impacted by AI and tailor geo-specific strategies with Location Insights. - Create an actionable step-by-step workforce transformation plan. ![AI Integration Roadmap](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f5c757131921ed0b36a91_d220860512491a9e7815841c9688f495_AI%20Integration%20Roadmap.png) ## The impact of Etter ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fb3fb70a03d2c8321872da_Calender%20Icon.svg) AI adoption is outpacing HR transformation cycles – risk of 18–24 month lag ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fb3fdd4e087c4dece68455_White%20set%20(17).svg) HR must lead in workforce transformation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fb400fc30b1aa4595578e8_Graph-down.svg) Delays risk productivity loss, inefficient investments, and skills misalignment ![Graph showing the Automation Rate Over Time](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fb40b2b165d500c04d34be_Automation%20Rate%20Over%20Time.svg)![Graph showing the Average Time per Employee Over Time](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fb40b28cdf27e1549e6af0_Average%20Time%20per%20Employee%20Over%20Time.svg) ![Graph showing the Total Employees Over Time](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fb4201f3f8cd278c04a03e_Total%20Employees%20Over%20Time.svg)![Graph showing the Total Salary Over Time](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fb42014901d8be7425fec3_Total%20Salary%20Over%20Time.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d53c5a367f73dfd1b52c8c_Icon-Bot-Pink.svg) 25–30% of routine tasks across all functions can be automated → freeing capacity and savings ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fb4277f83eae505ad4b674_Dollar%20(2).svg) Scenario modeling shows >$20 Billion potential workforce ROI over 3–4 years ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fb42934ed06865f84e9914_Time-Fast%20(1).svg) Faster job and skills updates save HR thousands of hours annually ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ecc30980e1c4c95ea4f396_Skills%20(1).svg) Reduces skill misalignment by 25%+ through dynamic architecture ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## The models of Etter ### Workload Intelligence Model ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Decompose roles, classify execution modes, and map effort to outcomes Objective Break roles into clear workload categories and tag by functional type and BU relevance. Workload decomposition Break roles into clear workload categories and tag by functional type and BU relevance. Execution-mode tagging Classify each workload as Automatable, AI-Augmentable, or Human-Centric Effort allocation mapping Apply time models and link to enterprise productivity data to validate assumptions. ​ Output Determine what work is being done, how it’s executed today, and how it should evolve with AI, creating a defensible foundation for redesign ### Task Analysis Model ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Move from narrative job descriptions to a task-level map you can redesign Objective Break roles into granular tasks and classify each by automation or augmentation potential. NLP parsing Convert structured and unstructured job descriptions into discrete tasks. Automation taxonomy Tag tasks as fully automatable, partially automatable, or human-exclusive. Distribution & alignment Measure workload distribution across task types and align with functional expectations. Output A task-level map with workload percentage breakdowns and automation-readiness flags to guide augmentation, reskilling, or redesign.​ ### Peer Tech Stack Mapping Model ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Decompose roles, classify execution modes, and map effort to outcomes Objective Align tasks and job responsibilities to current and emerging technologies relevant for execution.​ Map the stack Link job functions to AI tools, platforms, and APIs Feasibility first Assess technology maturity and integration difficulty within existing enterprise workflows. Choice set Consider both enterprise-grade solutions and open-source alternatives. Output A tech roadmap per role with recommended interventions and a difficulty index, useful for digital enablement planning. ### AI Impact Model ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compare pre-AI vs. AI-integrated execution and quantify gains. Objective Quantify how roles evolve from traditional to AI-augmented functions. Compare states Current (pre-AI) vs.future (AI-integrated) task structures. Score impact Time savings (%), productivity uplift, redundancy risk.​ Output A comparative AI impact dashboard showing where to invest in augmentation, automation, or upskilling. ### AI-Ready JD Model ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Produce versioned, annotated JDs, ready for internal or external systems. Objective Convert legacy job descriptions into future-ready, AI-enhanced role profiles. Embed AI responsibilities & tools (e.g., leveraging LLMs where relevant). Update required skills emphasize digital fluency, adaptability, and cross-functional collaboration. Explainable rationales for every edit, to ensure compliance, clarity, and hiring-manager buy-in. Output Versioned, annotated, AI-ready JD, publishable to internal or external talent systems. ### Location Insights Model ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Tie AI talent deployment to the realities of each market Objective Understand how location influences AI talent deployment and workforce configuration. ​ Analyze Compensation benchmarks, local AI talent availability, cost of living & benefit norms, remote/hybrid feasibility. Include Local regulatory and DEI considerations. Output A location-optimized workforce strategy with recommendations to adjust job constructs across geographies. ​ ### Similar Role Model ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Use role graphs to detect adjacencies and unlock internal mobility. Objective Identify analogous/adjacent roles for workforce redeployment and AI-driven mobility planning. Role graph + similarity engines to detect natural role adjacencies. Transitions by skills highlight moves based on shared core and emerging skills. Reskilling paths to reach the target AI-ready role. Output A role similarity & transition framework to fuel internal mobility, reduce redundancy risk, and unlock adjacent talent pools. ### Role Ecosystem Model ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Evaluate interdependencies, recommend new/redesigned roles, align tasks and tools. Objective Design a future-fit, AI-augmented ecosystem of roles across a team, department, or function. ​ Interdependencies & skills Evaluate role interdependencies and ensure complementary skill profiles. New & redesigned roles Recommend new roles and redesigned roles Team-level leverage Align task structures and shared tools to enable team-level AI leverage. Output An AI role ecosystem blueprint with job constructs reflecting balance, interconnectivity, and tech leverage.​ ### Job Role to Metrics Model ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Convert qualitative JDs into structured, comparable indicators Objective Turn JDs into benchmarkable, comparable role KPIs. Approach to detect natural role adjacencies. - Decompose each JD into core tasks &responsibilities. - Translate to metrics using role-specific standards, benchmarking studies, and domain research. - ​Ensure metrics are evidence-based, role-specific, and comparable across peers and industries. - Create a consistent, defensible model for ROI analysis, AI impact measurement, and performance tracking. Output - **Clear baselines** for where each role stands today. - **Measurable impact** projections showing how AI/process changes shift metrics. ​ - **Benchmark alignment** tied to recognized industry sources for credibility. - **​Scalability** to replicate across every role. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b661c6889daaea9cb148f6_Grid%20Bottom%20Light.svg) ## The Engine Behind Enterprise Workforce Transformation Strength Area Draup Etter Why it Excels Strength Area Data Scale & Depth Draup Etter Draws from massive, proprietary Data Scale & Depth datasets (e.g., 1B+ job descriptions, 4M+ career paths) Why it Excels Enables highly accurate, peer-benchmarked insights at scale Strength Area Comprehensive Workflow Integration Draup Etter Combines multi-model analytics including task, skills, AI impact, JD optimization, geographic into one platform Why it Excels Supports full-transformational planning from design to deployment Strength Area Explainability & Human Control Draup Etter Emphasizes transparency with rationale and collaborative workflows Why it Excels Builds trust and ensures adoption acrossHR/management Strength Area Future-Ready Skills Architecture Draup Etter Real-time tracking of skill clusters, root capabilities, and AI readiness maturity models Why it Excels Enables proactive workforce planning andreskilling Strength Area Ethical & Robust AI Foundations Draup Etter Backed by ethical governance (EAIGG), SOC2 and ISO 27001 certifications Why it Excels Instills confidence in data quality and compliance ## Etter integrates with HRIS and ATS Systems and is infinitely scalable ![Etter integrates with HRIS and ATS Systems and is infinitely scalable ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fc6459286c685c1e5eca52_Frame%20427319876.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fc66d75e10783f9f5fdfd9_Plugin.svg) Seamless integration HRIS & ATS – direct updates into HR workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fc65a2ba5332a73dad337b_Maximize.svg) Scales infinitely – supports all roles globally in real time ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684f9f36f3ffb1954aaad7a3_Icon%201.svg) Insights flow into talent, learning, and workforce planning systems ## Our Impact Stories Real companies. Real challenges. Real results. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Scaling talent sourcing and development at Klöckner Pentaplast](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6927eddbb716aadd89cf07ba_kp.webp)\\ **Scaling talent sourcing and development at Klöckner Pentaplast** \\ Learn More](https://draup.com/talent/case-studies/enhancing-talent-sourcing-and-development-at-klockner-pentaplast-with-draups-ai-talent-intelligence) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Transforming workforce strategy and DEI for Intuit](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6927edaab8b6496d1ea97022_intuit.webp)\\ **Transforming workforce strategy and DEI for Intuit** \\ Learn More](https://draup.com/talent/case-studies/how-intuit-scaled-their-workforce-planning-improved-dei-at-the-top-level-with-draup) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Workforce strategy for a Dublin based IT services leader](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68f9ffe7ca46d927a18ed032_Frame%20427319854.webp)\\ **Workforce strategy for a Dublin based IT services leader** \\ Learn More](https://draup.com/talent/case-studies/advancing-workforce-insights-with-draup) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Healthcare Workforce Strategy [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) # Workforce strategy lessons from a healthcare giant serving 6M+ patients annually ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68369817009036f12c2ceb5d_Vijay.avif) Vijay Swaminathan 2 min read 23 June 2025 Share **I’m bringing an insightful and practical case study that demonstrates how organizations can modernize workforce planning by integrating internal performance metrics, external talent intelligence, and AI transformation insights.** We collaborated with a large, complex healthcare provider serving nearly six million patients annually—an environment characterized by high variability and scale, providing a strong blueprint for broader workforce strategy applications across various industries. **Step 1: Internal Workforce Diagnostics _(Note - We played a supporting role as their internal team gathered these datasets, but providing this so that you can see the full methodology)_** We began by conducting a detailed assessment of internal workforce datasets, covering **221 job families** across **33 job categories**. These were enriched with key operational and HR metrics, including: - Applications per hire - Qualified candidate ratios - Population aging trends - Engagement scores and burnout indicators - Weighted turnover rates - Headcount distribution and talent availability - Changes in job opening patterns This baseline allowed us to understand not just current workforce performance but also emerging vulnerabilities. **Step 2: Strategic Talent Focus (This is a step often missed in Workforce Planning, so we developed frameworks for this)** With the internal diagnostics in hand, we applied a prioritization lens to identify eight **high-impact job families** that are most aligned with the organization’s care delivery and transformation priorities. These roles were selected based on: - Business-criticality - Workforce stability - Organizational reliance on the role - Future demand indicators - Exposure to burnout and attrition This step narrowed the scope for deeper analysis while ensuring that the workforce plan remained strategically grounded. **Step 3: External Talent Intelligence Layer** We augmented the internal view with external labor market signals, including: - Regional supply–demand dynamics - Hiring difficulty indices and wage inflation - Emerging skill shifts due to automation and AI - Peer benchmarking and competitive hiring activity This market-facing lens ensured that role prioritization was not insular, and that the organization’s workforce strategy reflected real-world availability and urgency. **Step 4: Multi-Lens Role Scoring** We developed a composite prioritization model combining **internal importance**, **strategic criticality**, and **external impact signals**. Each job family was evaluated across three dimensions: 1. **Internal Metrics** Including burnout score, turnover rate, internal supply constraints, and productivity impact 2. **Importance** Derived from alignment with strategic priorities and future-state organizational models 3. **Impact** Capturing the projected influence of AI and automation, and role disruption potential These inputs were scored, normalized, and visually plotted using a three-axis framework to drive alignment and action. ![Workforce strategy](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6862330569dda3686f010cf0_image001-1024x499.avif) **Summary:** We employed a multi-step workforce planning approach that combines internal diagnostics, strategic role filtering, external talent intelligence, and AI disruption insights. Through a Strategic Talent Focus phase, eight critical job families were shortlisted. These were then scored across internal metrics, strategic importance, and external impact. The approach is unique in that it explicitly incorporates AI transformation to guide Build–Buy–Borrow–Bot decisions Subscribe to the newsletter Get the latest talent experience insights delivered to your inbox. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [Previous\\ \\ Next](https://draup.com/talent/ceo-newsletter/mastering-skills-based-hr-transformation) [Previous\\ \\ Next](https://draup.com/talent/ceo-newsletter/the-need-for-human-skills-in-ai-driven-talent-strategy) [Previous\\ \\ Next](https://draup.com/talent/ceo-newsletter/redefining-workforce-strategy) [Previous\\ \\ Next](https://draup.com/talent/ceo-newsletter/transform-hr-decisions-with-talent-intelligence) [Previous\\ \\ Next](https://draup.com/talent/ceo-newsletter/revolutionize-talent-strategy-understanding-your-competitors) [Next](https://draup.com/talent/ceo-newsletter/workforce-strategy-lessons-from-a-healthcare-giant-serving-6m-patients-annually?ed88b40d_page=2) 1 / 58 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Intelligent Account Management [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # Intelligent Account Management for Maximum Retention Unlock upsell & cross‑sell, engage proactively, and strengthen executive relationships.​ By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ## You can’t expand an account you barely know No single source of truth on priorities, stacks, or the committee ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7a7c29f85aae15f6b354c_Frame%20427319840.svg) #### Upsell & cross‑sell is ad hoc Sellers don’t see complementary plays tied to current stacks, workloads, or priorities.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ee51a02c7081ce77c5457d_c584249d5ba9cede091ded2f13287e9e_Icon%20Hiddle%20Green.svg) #### Reactive renewal cycles Risk surfaces late, exec moves and budget shifts go unnoticed, expansions slip.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ee536d64940839d51cb13b_Icon%20Caution%20Yellow.svg) #### Single‑threaded relationships Unknown influencers block late, lack of executive POVs to personalize communication and strengthen relationships. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ee53aa28f84d1971da2749_Icon%20GraphDown%20Blue.svg) #### Static plans QBR decks go stale, research time crowds out selling, AM, CS and alliances work from different truths.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e745927f9afbd91f221f86_x-icon.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Give your team a growth engine, not a spreadsheet Signals + plans + next best actions in one place ##### 1 #### Identify Expansion Opportunities Map upsell and cross-sell opportunities to business intentions, current product stack, and outsourcing workloads - surfacing attach, displacement, and integration plays automatically. ##### 2 #### Executive Intelligence & Proactive Engagement Get real-time alerts on renewals, M&A, partnerships, and executive movements. Leverage committee maps, influence indices, and public viewpoints to craft context-rich stakeholder conversations. ##### 3 #### Quarterly Business Review & Plan Autopilot Auto-build account plans and QBR summaries with financial, geo, and R&D insights - synced to CRM with shared tags and notes to keep AM, CS, and Alliances perfectly aligned. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e3b3b6f3a171c5f267fd3f_104a1db60eff0c8ae827085f2ab08546_animated-line.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b673e0e74cfc8d6ab75b01_bg-steps.svg) DRAUP TECHNOLOGY & COGNITION ENGINE: EXPANSION BACKED BY INTELLIGENCE ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e3b05108174d664458a1c7_bottom-animated.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685e64306e8de311b057e563_Graph-up.svg) ### Grow intelligently Upsell & cross‑sell tied to live priorities and stacks.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ee54496b9f2f889ed36554_Calander.svg) ### Plan proactively Act on objective triggers and update account plans with real-time signals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ee54baecef671091fd3ff2_Handshake%20(2).svg) ### Earn executive trust Tailored talk tracks grounded in their stated goals.​ ## Use Cases​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ee5519a66d0fa8f6ad841a_Icon%20Caution%20Pink.svg) #### Renewal Defense & Risk Alerts Identify risk early (exec changes, budget cuts, stack replacement), prescribe save plays.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db59330984651084f13cb7_Icon-Up-Green.svg) #### Upsell & Cross‑sell Mapping Find complementary modules/services by stack & workload, quantify value, generate proposal language.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e6690b9c3792afdebb4401_Icon%20Globe%20Yellow.svg) #### Services & Practice Expansion (IT Services) Target workloads and locations where outsourcing and R&D footprint indicate near‑term demand.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ee5597d23a92962b4f5607_Icon%20Calender%20Blue.svg) #### Executive Access Programs Build multi‑threaded paths with influence scores and event‑driven talk tracks, schedule value reviews.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e8a61ac45c4d79d1703c5a_Icon%20Pin%20Purple.svg) #### Geo & Partner Attach Add regions, practices, or ISV bundles where adoption and partner presence signal momentum.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ee55cb203602690b084892_Icon%20Doc%20Red.svg) #### QBR in a Click Export a current, dedicated, signal‑backed plan for leadership and customer execs.​ ## Enterprises do extraordinary things with Draup Real stories. Real Success. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ## Powered by unparalleled global market data Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667933aa493926f0085975_White%20set%20(14).svg) 700M+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667933aa493926f0085975_White%20set%20(14).svg) 700M+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ## Impactful insights, delivered real-time Access insights via API, custom data feeds, the Draup platform or using MCP [![A image describes API Integration](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5fbb0d313863989f_Talent%20Home%201.png)\\ **APIs & Integrations** \\ \\ Best for\\ \\ Embedding live insights in workflows without storing data\\ \\ - Native integrations with 33+ CRMs, like Salesforce, Hubspot, Microsoft Dynamics CRM, etc.\\ - Real-time access to critical data\\ - Enhanced security and data Integrity\\ - Efficient API performance with flexible limits\\ \\ Learn more](https://draup.com/sales/data/api) [![A image describes Custom Data Feed](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5d70126026a86144_Talent%20Home%202.png)\\ **Custom Data Feed** \\ \\ Best for\\ \\ Analytics at scale & joining Draup with internal data\\ \\ - Highly customizable feeds for workflow needs\\ - Scheduled pushes to data lakes/warehouses (S3, ADLS, BigQuery, SFTP)\\ - Scalable use cases with the data\\ - Integrates with internal data assets for co-pilots/agents\\ \\ Learn more](https://draup.com/sales/market-intelligence-data) [![A image describes Draup AI-SaaS Platform](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743ad17b1f3b9e7b880d_2b96d6882b630cc8f72a05eaff642c8f_Talent%20Home%203.png)\\ **Draup Platform** \\ \\ Best for\\ \\ Fastest time-to-value, \\ \\ no build required\\ \\ - Ready-to-use UI with 200+ productized use cases & workflows\\ - Leverage visualizations & workflows to drive seller action with no overhead\\ - Enterprise controls: SSO, RBAC, governance\\ - Integrates UI & functionality into CRM apps\\ \\ Book a demo](https://draup.com/book-a-demo) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6915b1809e4e6dbbe661e559_mcp-image.png)\\ **Model Context Protocol** \\ \\ Best for\\ \\ Real-time Al workflows & LLM applications\\ \\ - Native integration with Claude, OpenAl, and MCP-compatible Al tools\\ - Zero ETL, models query live data without pipelines or reindexing\\ - Governed access with token-based scopes, Pll masking, and audit trails\\ - Grounded, real-time data prevents LLMs from generating outdated or inaccurate insight\\ \\ Learn more](https://draup.com/sales/data/model-context-protocol) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Frequently Asked Questions ### What problem does this actually solve for AM leaders? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Turning scattered signals into a living growth plan, so you can systematically protect renewals and find upsell/cross-sell in every account. ### How do you find upsell & cross-sell opportunities?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) By linking Business Intentions, current tech stack (started/stopped), outsourcing/workloads, footprint, and industry use cases to complementary products/services with clear reason codes and suggested bundles. ### Can you warn us about renewal risk early? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Alerts on exec moves, budget/strategy shifts, stack replacements, vendor changes, and (optionally) first-party adoption or ticket trends, so save plays start months before renewal. ### How is this different from a generic health score? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Health scores are often trailing. We add external, objective signals (market, account, buyer) and tie them to next best actions your team can take now. ### Will it map the actual buying committee? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Org charts, influence & opportunity scoring, adjacent stakeholders, public viewpoints/events, and executive talk tracks to multi-thread effectively. ### Can we manage executive relationships? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Track sponsors, meeting cadence, commitments, stakeholder aspirations, and succession risk; generate exec briefing packs for QBRs/EBRs. ### How are plans kept current? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Plans auto-update with new signals; every change carries a reason code and source. Export QBR-ready summaries in a click. ### How do you prioritize where AMs spend time? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) An NRR Priority Score blends renewal proximity, expansion potential, risk drivers, and exec coverage to produce Top-N watchlists per region/owner.​ ### Do you support partner/ISV attach or services expansion? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Identify attach and replacement plays from install base + started/stopped signals; layer outsourcing/workloads for services and practice growth. ### Which KPIs should move? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) NRR/GRR, renewal win rate, expansion revenue/ACV, product breadth per account, expansion cycle time, forecast accuracy, account penetration, cost-to-serve. ### Where does the data come from? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Multi-source, corroborated industry, account, and buyer data (public/licensed/partner) plus your first-party usage/support/CS notes if you connect them. ### What integrations are supported? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Push plans, scores, buyers, tasks, and notes to CRM; connect CS/engagement tools and data warehouses; field mappings reflect your objects and governance. ### Is it explainable to reps and execs? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Every alert/score includes why it fired, when, and the recommended play - no black boxes. ### Is it enterprise-ready and compliant? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) GDPR-aligned, role-based access, SSO, audit trails, and source attribution. Data visibility can be restricted by region/team. ### How do we measure ROI? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Before/after on renewal risk detected early, save rate, expansion rate & ACV, time to build plans/QBRs, stage velocity, and forecast variance. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b661c6889daaea9cb148f6_Grid%20Bottom%20Light.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Talent Strategy Modernization [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # Talent Strategy Modernization for a 70B+ Idaho Based Retail & Pharmacy Enterprise Discover How Draup Enabled Workforce Modernization for a 70B+ Idaho–Based U.S. Retail & Pharmacy Enterprise ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440582100a3a09ce165d_Icon-user.svg) 250,000+ Employee Count ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406b7cd9129596beac3_Icon-doller.svg) $70 Bn Revenue ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406c7057d6b23b7f211_Icon-factory.svg) Retail Industry ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440592f0256f7d6a6e69_Icon-pin.svg) Boise, Idaho Headquarters ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## About the Company A large US-based retail and pharmacy services enterprise operating a nationwide store network supported by expanding digital, analytics, and media platforms, playing a critical role in community healthcare delivery while modernizing its operating model through automation, data-driven decision-making, and omnichannel engagement to support scalable, future-ready workforce and business outcomes. ## Before Draup ##### 1 ### Limited Visibility into Pharmacist Workforce Risk Lack of clear, consolidated insight into supply–demand trends, regional exposure, and competitor hiring dynamics. ##### 2 ### Operational Overload in Pharmacy Teams Manual workflows reduced pharmacist capacity for patient-facing care and high-value services. ##### 3 ### Unclear Automation vs. Critical Human Work Insufficient clarity on which pharmacy tasks could be automated without compromising care quality. ##### 4 ### Retail Media Talent & Structure Gaps Absence of clear benchmarks for scaling analytics, measurement, and client success teams. ## The Core Challenges ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/694a246d47523891b4396c6c_Frame%20427320223.svg) Widening pharmacist supply–demand gaps across regions driven by declining graduate pipelines and sustained growth in retail pharmacy demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d238d7787b622cdf1c12ff_Box-Icon-Pin.svg) High geographic concentration of talent limiting hiring in underserved markets and increasing competition in a small set of metropolitan areas. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/694a24c08d9b8271750af23b_Frame%20427320229.svg) Need to balance automation efficiency with patient care quality as pharmacy operations adopt robotics, AI, and digital workflows. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/694a24fe127ebaf57b63d4d9_Frame%20427320237.svg) Rapidly evolving skill requirements and organization design across pharmacy and retail media requiring new capabilities, roles, and team structures. ## The Solution Pharmacist ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db5d3341843b1e0c029555_send-icon.svg) PROFILE ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/694a23c1bc39c8103c71f919_Pharma%20Profile.svg) LOCATION ANALYSIS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db673f4382bb971c6a561a_e7698e0916612e5541b65c9bd418b4ca_Location.svg) TALENT MARKET INSIGHTS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/694a23c13986abf24bd5b8b1_Pharma%20Insight.svg) CAREER PATHS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/694a23c110f546e03dc5c1de_Pharma%20Path.svg) DATA INTEGRATION ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68df574763d2428a226659b1_c6d5b4ae5b4f54bfa47e4cf515e785fa_cs-integrations.svg) TECH STACK ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/694a23c1bd5700132bda0712_Pharma%20Stack.svg) 01 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/694a264b397411fb4c78fde0_Alert.svg) Pharmacist Workforce Supply–Demand & Risk Modeling Assessed pharmacist graduate pipelines, installed talent, and hiring demand across U.S. states and MSAs to quantify multi-year supply–demand gaps and identify high-risk geographies. 02 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f2007aff9aa3a8a55cffc5_Robot.svg) Automation & Technology Impact Assessment Evaluated robotics, AI, and IoT adoption across pharmacy workflows to distinguish automation-ready tasks from patient-critical activities and guide workload rebalancing. 03 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e669c933e0c5cb746bd2f6_World.svg) Geographic Talent Hotspot & Competitor Benchmarking Mapped national talent concentration and benchmarked competitor hiring intensity to inform location strategy and targeted talent interventions. 04 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7a9df7fea92b3918054df_Stats.svg) Retail Media Organization & Capability Benchmarking Analyzed peer role hierarchies, skills, and team structures across analytics, measurement, ad tech, and client success to support scalable media organization design. ## Outcome ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/694a20511506bb420b9b8a31_Frame%20427320208.svg) #### Clear Workforce Risk & Talent Visibility Quantified pharmacist labor gaps by geography, enabling proactive workforce planning and operating model decisions. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68fb63c014289d07b6a34eaf_Frame%20427320405.svg) #### Targeted Automation & Productivity Gains Identified high-impact opportunities to reduce manual workload while preserving patient-facing care quality. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/694a26c425894c47519aa932_Frame%20427320231.svg) #### Future-Ready Skills & Care Model Enablement Defined emerging pharmacist skills aligned to digital health, data tools, and specialized care, enabling a stronger patient-centric operating model. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/694a26f3d03652a2ba749392_Frame%20427320235.svg) #### Scalable Retail Media Organization Blueprint Delivered benchmarks to guide structured growth of media, analytics, and client success teams aligned to industry best practices. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Powered by unparalleled global labor & market data ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5700+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Workforce Intelligence Solutions [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # Powering Workforce Intelligence for a $60B NYC-based Global Biopharmaceutical Leader Discover How Draup Enabled Data-Driven Workforce Planning for a Pharmaceutical Manufacturing and R&D Leader ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440582100a3a09ce165d_Icon-user.svg) 90,000+ Employee Count ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406b7cd9129596beac3_Icon-doller.svg) $60+ Bn Revenue ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406c7057d6b23b7f211_Icon-factory.svg) Biopharmaceuticals Industry ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440592f0256f7d6a6e69_Icon-pin.svg) New York City, U.S. Headquarters ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## About the Company A global biopharmaceutical leader, the company operates one of the industry’s most advanced U.S. manufacturing networks, spanning small-molecule production, mRNA therapeutics, highly regulated quality operations, and increasingly automated digital facilities. As demand grows for precision CMC capabilities, next-generation mRNA manufacturing, and automation-driven workflows, the company prioritized a future-ready workforce strategy built on deeper visibility into talent availability, evolving skills, and location competitiveness across its national footprint. ## Before Draup ##### 1 ### Fragmented View of Manufacturing & mRNA Talent Limited visibility into CMC/mRNA talent and evolving skill clusters across U.S. regions. ##### 2 ### Limited Insight into Automation Engineering Talent No national benchmarking for PLC, controls, robotics, or digital-twin skills. ##### 3 ### Unclear Talent Movement Across Key Hubs Limited insight into inflow/outflow trends and mobility patterns across major hubs. ##### 4 ### Insufficient University Pipeline Benchmarking No unified STEM talent view to support long term planning for critical roles. ## The Core Challenges ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d238d7d8ad45e8200444a6_Box-Icon-User.svg) To standardize CMC and Automation Engineering role frameworks for workforce modeling. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e75adb10d71fcd5d27807e_icon%20Pin%20Green.svg) To map emerging mRNA manufacturing capabilities and skills evolution. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692abe03442715f1b4162e6f_Balance.svg) To balance talent depth with cost, competition, and market maturity across U.S. hubs. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e8a395de18b1babfd7f0c8_Icon%20Puzzle%20Blue.svg) To build quantitative, location-specific hiring difficulty models for critical roles. ## The Solution Research & Development (R&D) Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db5d3341843b1e0c029555_send-icon.svg) GEOGRAPHIC INSIGHTS ![GEOGRAPHIC INSIGHTS](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6901fce3d8d96ee837de2098_Group%202147203107%20(1).svg) TALENT MARKET INSIGHTS ![TALENT MARKET INSIGHTS](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6901fcd4af5d42b166598618_Group%20427319849%20(2).svg) CAREER PATHS ![CAREER PATHS](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6901fd71a5e3c62b6dcecb4d_Frame%20427319905%20(3).svg) ROLE MAP ![ROLE MAP](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6901fd14038d42ee6131715f_Group%20427319851%20(1).svg) 01 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7a9df8105d9a69cd4dd57_Aim.svg) End-to-End Talent & Skill Intelligence Mapped CMC, mRNA, and Automation Engineering roles to clarify evolving capabilities, digital adjacencies, and regulatory skill demands. 02 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f2007aff9aa3a8a55cffc5_Robot.svg) Generative AI Workforce Impact Assessment Identified how AI, automation, and digital systems will transform manufacturing workloads, outlining targeted reskilling pathways for future-ready teams. 03 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68652b5badbc0f538f2bb8bd_Location%20pin.svg) Location Prioritization & Market Benchmarking Evaluated U.S. regions on availability, cost, competition, and hiring difficulty to identify the most scalable hubs for CMC, mRNA, and automation operations. 04 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7a9df7fea92b3918054df_Stats.svg) University Ecosystem Benchmarking Assessed STEM output, research alignment, and collaboration readiness to identify top university partners for biotech and automation talent pipelines. ## Outcome ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e6690b3738374ea5f4774b_Icon%20Pin%20Pink.svg) #### Integrated Manufacturing Talent Strategy Unified view of CMC and mRNA talent availability, sub-function maturity, and hiring difficulty across all major U.S. markets. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d238d7787b622cdf1c12ff_Box-Icon-Pin.svg) #### Clear Location Prioritization Boston emerged as a high-specialization mRNA/CMC hub, Kalamazoo as a cost-efficient small-molecule center, and Raleigh as a growing market for automation and digital manufacturing talent. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692abf33516976cc39cfd32c_Hat.svg) #### Future-Ready Skill Frameworks Enabled identification of CMC–automation skill adjacencies, alignment of hiring profiles to mRNA/LNP requirements, and structured reskilling for digital and AI-augmented plant environments, supported by targeted university partnerships. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6926aad95cb81fd18ad659a4_Frame%20427320038.svg) #### Improved Talent Risk & Competitor Visibility Gained granular insights into talent flows, regional shifts, competitor pressure, and long-term talent pipeline strength across key manufacturing hubs. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Powered by unparalleled global labor & market data ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5700+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Talent Strategy Modernization [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # Talent Strategy Modernization for a $100B+ Minneapolis Based Global Retail Enterprise Discover How Draup Enabled Finance Shared Services Transformation for a $100B+ Minneapolis Based Global Retail Leader ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440582100a3a09ce165d_Icon-user.svg) 400,000+ Employee Count ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406b7cd9129596beac3_Icon-doller.svg) $106 Bn Revenue ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406c7057d6b23b7f211_Icon-factory.svg) Retail Industry ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440592f0256f7d6a6e69_Icon-pin.svg) Minneapolis Headquarters ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## About the Company A large, multinational retail and consumer goods enterprise with complex global finance operations and a strong presence across merchandising, supply chain, and corporate functions. The organization operates at a significant scale, supporting diverse business units and geographies, and continues to invest in modernizing its finance capabilities through shared services, digital tools, and process standardization. ## Before Draup ##### 1 ### Limited Market-Wide Visibility into Finance Talent The organization lacked a comprehensive, data-backed view of finance talent availability, skill maturity, and growth dynamics across Indian cities. ##### 2 ### Unclear Location Trade-offs Decisions around expanding or diversifying SSC locations were challenged by fragmented insights on attrition, hiring difficulty, and long-term scalability. ##### 3 ### Evolving Skill Requirements Rapid adoption of automation and digital finance tools made it difficult to assess readiness of existing and future talent pools. ##### 4 ### Insufficient Peer Benchmarking There was limited clarity on how leading employers and industrial automation peers structured, scaled, and retained finance talent in India. ## The Core Challenges ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f86b8e2f57198f962349e5_Icon%20Graph.svg) Finance talent demand outpaced supply in key hubs, increasing competition and attrition. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d238d7787b622cdf1c12ff_Box-Icon-Pin.svg) Location decisions required balancing talent depth, cost, stability, and growth potential. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/694a2a7090e92d0d44b9b269_Frame%20427320246.svg) Digital and automation skills were becoming critical, but adoption varied widely across roles and cities. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/694a20bbc603301912dc241e_Frame%20427320213.svg) Leadership needed a defensible, data-driven framework to guide long-term Finance SSC investments. ## The Solution Finance Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db5d3341843b1e0c029555_send-icon.svg) PROFILE ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/694a29d88acf0ce292e77f73_Finance%20Manager%20Profile.svg) LOCATION ANALYSIS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db673f4382bb971c6a561a_e7698e0916612e5541b65c9bd418b4ca_Location.svg) TALENT MARKET INSIGHTS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/694a29d8d8100755ed73cbd8_Finance%20Manager%20Insights.svg) CAREER PATHS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/694a29d883c14a0bd67eafef_Finance%20Manager%20Path.svg) DATA INTEGRATION ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68df574763d2428a226659b1_c6d5b4ae5b4f54bfa47e4cf515e785fa_cs-integrations.svg) TECH STACK ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/694a29d8967fc49ec9498e93_Finance%20Manager%20Stack.svg) 01 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/694a2ab403aeb4c29330e60d_Customize.svg) Finance Job Role Taxonomy Defined a clear, standardized taxonomy across eight core finance functions to consistently evaluate shared services roles and workforce mix. 02 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692459efc3d70c96667f6797_Aim%20(1).svg) Skill Cluster & Digital Readiness Analysis Identified core, digital, and emerging skills across finance roles, highlighting growing demand for automation, analytics, and finance platforms. 03 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68652b5badbc0f538f2bb8bd_Location%20pin.svg) Location Capability & Favorability Scoring Created a 0–10 capability index assessing cities on talent depth, SSC presence, growth, attrition, and hiring difficulty to enable objective location comparison. 04 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7a9df7fea92b3918054df_Stats.svg) Employer & Peer Benchmarking Benchmarked leading consulting, BFSI, IT services, and automation firms to compare hiring trends, attrition levels, and talent maturity. ## Outcome ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687de36461c0efc7fbfc5b65_Feature%20Icon%206.svg) #### Optimized Location Strategy Identified Delhi and Bengaluru as top hubs while validating Pune, Chennai, Hyderabad, and select Tier 2/3 cities for scalable growth ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/694a2b28ed275ca6d4f815fd_Admin.svg) #### Talent Risk Mitigation Enabled proactive planning around attrition, hiring difficulty, and competition in mature hubs. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/694a208810f546e03dc56ace_Frame%20427320210.svg) #### Future-Ready Skill Planning Aligned workforce strategy with increasing demand for digital, automation, and analytics-driven finance roles. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f1fecf491f09d74b10a286_Icon%20Stats%20Blue.svg) #### Peer-Aligned Decision Making Benchmarked SSC structure, growth, and retention against top global employers and automation leaders. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Powered by unparalleled global labor & market data ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5700+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Account Prioritization Solutions [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # Account Prioritization ​that Finds the 10% Ready to Buy Rank accounts by real-time fit, intent, and timing. 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Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ## You can’t win a market by chasing every logo Most aren’t buying; find the few that are ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ef5dfbbad6094c29394150_Icon%20Arrows%20Pink.svg) #### Random Outreach Named-account lists are big, budgeted intent is small - leading to random activity and unorganized pipeline. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ef5e4739440f436389e6ec_Icon%20Search%20Green.svg) #### Limited Research Hours wasted researching filings, news, job posts, and stacks → high cost-to-sell.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ef5dfa248a1a04418acdad_Icon%20Aim%20Yellow.svg) #### Prioritization Gaps ABM and field motions aren’t aligned to where demand is forming (industry use cases, geo moves, vendor shifts). ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ef5dfababe6de20568829f_Icon%20Signal%20Blue.svg) #### Outdated Signals Forecasts slip because deals aren’t tied to objective account triggers (renewals, exec moves, tech stack, outsourcing awards).​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e745927f9afbd91f221f86_x-icon.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Prioritize Accounts with Signal-Driven Scoring​ Draup ranks accounts by three explainable pillars ##### 1 #### Fit ICP match, firmographics, geo footprint & R&D locations, IT workforce density, and ecosystem context (industry drivers & emerging use cases) ##### 2 #### Intent​ Business Priorities, tech stack (1,500+ segments / 56K+ product & categories), outsourcing workloads & vendor map, real-time events, investment opportunities ##### 3 #### Timing & Reachability​ Executive movements, renewals, announcements, buyer-org coverage and influence, open access paths and new investment opportunities. ## Find the 10% that gives you 90% of the revenue​ Less chasing, more closing ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7a9df8105d9a69cd4dd57_Aim.svg) Focus Reps spend time where funded priorities and signals exist.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e7a9df67bea7efe3af093f_Zap.svg) Speed Prioritize most likely accounts in minutes, not weeks. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ef5e95a707ac1320ac9653_Check.svg) Confidence Deals tied to objective triggers, fewer slips, tighter forecasts.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685e6430d8dc4e936ee24f99_World.svg) Scale Repeatable scoring across regions, segments, and motions.​ ## Draup creates a updated, signal-driven ranking of accounts Every prioritized account comes with reason codes: which signals fired, when, and suggested talktracks. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ef5ee25e1ed8222ab6c676_Icon%20Trophy%20Pink.svg) #### One-click Top-N lists per region, product, or vertical.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ef5f1d903f531e781e3880_Icon%20Doc%20Green.svg) #### Explainable scores with reason codes and talk tracks.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ef5f1d446129296dee0f60_Icon%20Pencil%20Yellow.svg) #### Customizable weights for fit, intent, and timing - tune by motion (net-new vs. expansion).​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ef5f50c4e44979f23f1555_Icon%20Link%20Blue.svg) #### CRM integration push scores, reason codes, and next best actions into Salesforce, HubSpot, or Marketo. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ef5f7da4c0349cda81c69d_Icon%20Diamond%20Purple.svg) #### Built on Draup 360 data integrity consolidated, de-duplicated, ghost-free profiles ensure accounts and buyer-org coverage are always accurate.​ ## Enterprises do extraordinary things with Draup Real stories. Real Success. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ## Powered by unparalleled global market data Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667933aa493926f0085975_White%20set%20(14).svg) 700M+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667933aa493926f0085975_White%20set%20(14).svg) 700M+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ## Impactful insights, delivered real-time Access insights via API, custom data feeds, the Draup platform or using MCP [![A image describes API Integration](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5fbb0d313863989f_Talent%20Home%201.png)\\ **APIs & Integrations** \\ \\ Best for\\ \\ Embedding live insights in workflows without storing data\\ \\ - Native integrations with 33+ CRMs, like Salesforce, Hubspot, Microsoft Dynamics CRM, etc.\\ - Real-time access to critical data\\ - Enhanced security and data Integrity\\ - Efficient API performance with flexible limits\\ \\ Learn more](https://draup.com/sales/data/api) [![A image describes Custom Data Feed](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5d70126026a86144_Talent%20Home%202.png)\\ **Custom Data Feed** \\ \\ Best for\\ \\ Analytics at scale & joining Draup with internal data\\ \\ - Highly customizable feeds for workflow needs\\ - Scheduled pushes to data lakes/warehouses (S3, ADLS, BigQuery, SFTP)\\ - Scalable use cases with the data\\ - Integrates with internal data assets for co-pilots/agents\\ \\ Learn more](https://draup.com/sales/market-intelligence-data) [![A image describes Draup AI-SaaS Platform](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743ad17b1f3b9e7b880d_2b96d6882b630cc8f72a05eaff642c8f_Talent%20Home%203.png)\\ **Draup Platform** \\ \\ Best for\\ \\ Fastest time-to-value, \\ \\ no build required\\ \\ - Ready-to-use UI with 200+ productized use cases & workflows\\ - Leverage visualizations & workflows to drive seller action with no overhead\\ - Enterprise controls: SSO, RBAC, governance\\ - Integrates UI & functionality into CRM apps\\ \\ Book a demo](https://draup.com/book-a-demo) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6915b1809e4e6dbbe661e559_mcp-image.png)\\ **Model Context Protocol** \\ \\ Best for\\ \\ Real-time Al workflows & LLM applications\\ \\ - Native integration with Claude, OpenAl, and MCP-compatible Al tools\\ - Zero ETL, models query live data without pipelines or reindexing\\ - Governed access with token-based scopes, Pll masking, and audit trails\\ - Grounded, real-time data prevents LLMs from generating outdated or inaccurate insight\\ \\ Learn more](https://draup.com/sales/data/model-context-protocol) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Frequently Asked Questions ### What exactly is Account Prioritization? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) A signal-driven ranking of target accounts, combining Industry, Account, and Buyer intelligence (Business Intentions, stack changes, financials, geo footprint, outsourcing, committee maps) to show where to focus now. ### How are accounts scored? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Three pillars: Fit (ICP, firmographics, footprint, industry drivers), Intent (Business Intentions, started/stopped tech, outsourcing, announcements), and Timing/Reachability (exec moves, renewals, buyer-org coverage). Each pillar is weighted and explainable. ### Can we customize the scoring model? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Adjust weights, thresholds, decay windows, and tie-breakers by region, segment, product, and motion (net-new vs. expansion). ### Where do the signals come from? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Multi-source, corroborated data across public, partner, and licensed sources; normalized and quality-checked before it hits sales. ### How fresh are the rankings? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Continuously refreshed with alerts for new signals (stack change, exec move, renewal, center setup, M&A). Recency decay keeps old signals from inflating scores. ### Is it explainable to reps? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Every prioritized account comes with a reason code: which signals fired, when, and suggested talk tracks (use cases + relevant products/solutions). ### How does this differ from generic intent data?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Generic intent infers web interest. Draup ties objective, account-level signals (earnings priorities, stack churn, outsourcing, governance) to why now and who decides. ### Will it help with territory design and routing?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Create Top-N lists per territory, auto-route by thresholds/capacity, and prevent collisions with account-level locks and audit trails. ### How does it integrate with our stack? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Native connections and exports to CRM/ABM; push scores, reason codes, owners, and next best actions into workflows, sequences, and dashboards.​ ### Can we prioritize named accounts and discover whitespace?​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Rank named accounts and surface look-alike/adjacent accounts where industry and stack signals mirror your winners. ### Does it support geo and practice decisions (services teams)? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Use R&D maps, globalization indices, outsourcing footprints to focus regions, staff correctly, and time approach. ### How do we reduce noise and false positives? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Use confidence thresholds, multi-signal corroboration, and decay; filter by minimum buyer-org coverage to ensure reachability. ### What does rollout look like? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Week 1: connect data + push Top-50 per region.​ Weeks 2–4: tune weights, enable playbooks, set alerting and routing.​ Quarterly: review KPI lift, adjust thresholds. ### Which KPIs should move? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Win rate, ACV, sales cycle, meeting→opportunity conversion, pipeline coverage/quality, expansion/renewal revenue, forecast accuracy, cost-to-sell (less research time). ### How do we measure ROI? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Before/after on meeting set rate, M→O conversion, stage velocity, slip rate, late-stage losses, plus rep time saved on research. ### Is it GDPR-aligned and enterprise-ready? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. GDPR-aligned, role-based access, SSO, auditability, and configurable field exposure by team/region. ### Can we bring our own signals? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Ingest first-party product usage, win/loss, campaign engagement, partner telemetry; map them into the scoring model. ### What about pricing and pilots? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Pricing is based on seats and coverage. We support focused pilots with success criteria tied to the KPIs above. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b661c6889daaea9cb148f6_Grid%20Bottom%20Light.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## AI Talent Intelligence [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ## Rethinking Skills for AI with Draup’s Data-Rich Talent Intelligence Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6839718b7d989e2c31fe8e97_Size%3DSmall%2C%20Color%3DRegular%20(1).svg) Team Draup 3 min read June 5, 2025 Share AI investment is surging, but there’s a catch. Nearly [three out of four companies say they’re struggling to find the talent to match their ambitions](https://www.bcg.com/press/24october2024-ai-adoption-in-2024-74-of-companies-struggle-to-achieve-and-scale-value). The reason? It’s not just a pipeline problem; it’s a perception one. Most organizations still see skills as frozen-in-time checklists, blind to how roles and tasks actually evolve on the ground. That kind of static thinking creates workforce strategies that are outdated the moment they’re written. Draup offers a different lens. At the heart of [Draup’s Talent Intelligence Platform](https://draup.com/talent/solutions/workforce-planning) is a dynamic, role-aware skills architecture designed not just to map the present, but to predict and shape the future of work. It’s built to help organizations not only see what’s changing but also act on it. # **How Draup’s Talent Intelligence Platform Powers Skills Architecture** Rather than treat skills as disconnected dots, Draup’s [skills architecture](https://draup.com/talent/ceo-newsletter/advancing-the-skills-based-architecture-journey-from-ontology-to-execution) weaves together five powerful layers of intelligence. ![Talent Intelligence Platform](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685944f2ecc5967a8840e1b3_Rethinking-Skills-for-AI-with-Draups-Data-Rich-Talent-Intelligence-Platform-03-1024x458.avif) _Fig: A table representing Draup’s Skills Architecture_ The result is a living blueprint of your workforce capabilities developed by Draup’s Talent Intelligence Platform that is always evolving, always actionable. ### **Uncover Skill Clusters with Talent Intelligence Platform** What if you stopped mapping job roles the old-fashioned way and started thinking in terms of [dynamic skill clusters](https://draup.com/talent/ceo-newsletter/exploring-skills-clusters-for-effective-recruitment)? Draup’s Talent Intelligence Platform analyzes millions of resumes, job descriptions, and market signals to identify groups of skills that naturally function together. These aren’t theoretical groupings, they reflect real-world, high-impact role evolution. **Example: AI-Driven Data Roles** - **Core Tech**: Python, BigQuery, Spark, SQL - **AI Tools**: AutoML, Explainable AI - **Visualization**: Power BI, Tableau - **Domain Fluency**: EMR systems, compliance protocols Why does this matter? Because identifying patterns like these lets organizations: - Spot reskilling opportunities within adjacent roles - Design career mobility paths based on real transitions - Build cross-training programs that boost agility across teams These clusters aren’t static; they flex as demand evolves, keeping your workforce aligned with what’s next. ### **Focus on Root Skills that Drive Transformation** Beyond clusters lie the root systems, foundational skills that fuel transformation across domains. ![Root Skill](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685944f2ecc5967a8840e1b9_Rethinking-Skills-for-AI-with-Draups-Data-Rich-Talent-Intelligence-Platform-04-1024x467.avif) _Fig: A table illustrating the root skill progression as mapped by Draup’s talent intelligence platform_ Draup’s Talent Intelligence Platform zeroes in on these “root skills” to help [HR leaders](https://draup.com/talent/blogs/talent-acquisition-leaders-guide-to-ai-integration) prioritize upskilling where it will matter most. Whether it’s cloud fluency, data literacy, or critical thinking, these capabilities form the bedrock of an AI-enabled enterprise. ### **Apply an AI-Ready Maturity Model** Knowing what skills you have is useful. Knowing when they matter is essential. The AI-Ready Maturity Model in Draup’s Talent Intelligence Platform maps your [skill inventory](https://draup.com/talent/blogs/building-a-future-ready-skills-architecture-a-strategic-framework-for-modern-organizations) across four stages: **Traditional → Disrupted → Emerging → Future-Emerging** This lets you chart transformation logically, no guesswork, no wasted training dollars. **Example Progressions:** - **Technical Path**: SQL → Python → LLM Pipelines - **Analytical Path**: Reporting → Predictive Analytics → Decision Intelligence - **Operational Path**: Manual Tasks → Cloud Tools → AI-Driven Workflows This kind of sequencing by Draup’s talent intelligence platform helps you: - Direct upskilling to the right teams at the right time - Align learning pathways with organizational goals - Prepare people to move into future-ready roles, confidently ### **Benchmark Against Your Competitive Ecosystem** AI readiness isn’t just an internal game. You need to know how your capabilities stack up across your competitive landscape. ![Competitive Ecosystem ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685944f2ecc5967a8840e1b6_Rethinking-Skills-for-AI-with-Draups-Data-Rich-Talent-Intelligence-Platform-05-1024x467.avif) _Fig: A table illustrating the skill benchmarking by Draup’s talent intelligence platform_ Draup’s [peer intelligence](https://draup.com/talent/blogs/ais-role-in-refining-peer-talent-intelligence-for-competitive-edge) engine benchmarks your roles, skills, and compensation models against market leaders. Are you underinvesting in key AI functions? Losing ground on emerging tech roles? The answers lie in the data. ### **Reimagine Roles at the Task Level** To embed AI into the heart of your business, you can’t just rename roles, you need to redesign them. Draup’s Talent Intelligence Platform breaks roles down into tasks, helping you identify where AI can step in and where human skill remains irreplaceable. For example: - **Training AI models?** Automatable. - **Validating outputs in a regulated domain?** Still needs human oversight. This level of task-level clarity ensures AI and human expertise coexist by design, not by default. Draup’s Talent Intelligence Platform transforms your workforce strategy from a static org chart to a dynamic, data-rich map of what’s possible. It doesn’t just show you the gap between where you are and where you need to be; it helps you build the bridge, one skill cluster, root capability, and task-level insight at a time. Redefine skills with precision. Build transformation that lasts. **Want to go deeper?** Listen to the podcast: [_How Draup Is Expanding the World of Talent Intelligence_](https://joshbersin.com/podcast/how-draup-is-expanding-the-world-of-talent-intelligence/) _._ ### Related Articles [![Hiring Trends](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6867675e2a75a8aa27737fbb_3-Emerging-Hiring-Trends-to-Implement-in-2022-.avif)\\ \\ **3 Emerging Talent Acquisition Strategies to Implement in 2025** \\ \\ With the hiring market becoming increasingly competitive, Talent Acquisition Strategies bear the brunt of operating faster and smarter.\\ \\ July 23, 2025](https://draup.com/talent/blogs/3-emerging-talent-acquisition-strategies-to-implement-in-2025) [![Model Context Protocol](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68762d5079c00796695aae8e_TECH-BLOG2%205.avif)\\ \\ **Draup Data Now Available via the Model Context Protocol (MCP)** \\ \\ Access Draup’s intelligence via MCP to power LLMs with real-time data—enabling richer prompts, faster RAG, and easier AI integration.\\ \\ July 15, 2025](https://draup.com/talent/blogs/draup-data-now-available-via-the-model-context-protocol-mcp) Subscribe to the newsletter Get the latest talent experience insights delivered to your inbox. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Skills Architecture Framework [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) # Prepare an AI-Ready Workforce with Skills-Based Architecture Implement a skills architecture framework By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) Loved by Analysts Trailblazer in HR Technology ![The joshbersin Company Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a6729b66cf6a68f660_Joshbersian.svg) ![Gartner Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a69126d3e459f94a00_Gartner.svg) 9 mentions in reports and Hype Cycles​ ## Why You Need a Skills Architecture Framework Draup’s Skills Architecture Framework offers a robust, AI-driven methodology to help enterprises transition from rigid job-based models to dynamic, skills-based architectures, tailored for the AI era. Traditional roles are no longer sufficient to manage the rapid changes brought by generative AI, which has disrupted workloads, created skill gaps, and made it difficult for companies to find “AI-ready” talent. The framework focuses on deconstructing jobs into granular workloads and tasks, then mapping them to Root Skills , Core Skills , Soft Skills , and Tech Stacks . Using insights from over 850 million job descriptions and 17,500+ curated skills, Draup enables companies to understand workforce capability gaps, forecast future skills, and enable precision talent planning ## Key Components of Draup’s Skills Architecture Framework ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6863570a60ffe13ae30834b4_White%20set%20(4).svg) #### Workload Mapping & Transformation Distills JDs into AI-disrupted and human-led components ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a407e5d6b2911b292c_Icon%2018.svg) #### Skills Taxonomy Development Generates detailed, contextual skill frameworks by job family ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6863570ae9b46158258507b2_Satalite.svg) #### Benchmarking & Gap Analysis Compares internal talent against peers using Draup’s labor intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68652b5bf48a00afd38741c5_Chip.svg) #### Integration & Monitoring Offers API and data feed integrations into HR systems (LMS, HRIS, ATS) It warns against premature layoffs driven by GenAI optimism, citing real-world failures due to underestimated human oversight. Instead, Draup advocates a data-driven, future-proof approach to workforce agility, talent mobility, and strategic upskilling ## Enterprises do extraordinary things with Draup ##### Real stories. Real Success. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ## How Draup accelerated Paypal’s talent intelligence with a skills-first approach Paypal wanted to align workforce strategy with comprehensive skills analysis, skills mapping and adjacency, and skills evolution. Draup’s skills-first approach enabled Paypal to identify, attract, and retain the right talent. The platform enhanced reporting capabilities and reduced research time for efficient workforce planning and talent acquisition. [Download Case Study](https://draupmedia.s3.us-east-2.amazonaws.com/wp-content/uploads/2025/04/23120108/PayPal-CaseStudy-3.pdf) ## Powered by unparalleled global labor & market data Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. 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Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ## Enterprise sales leaders don’t lack data, they lack clarity and timing. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d388c040fd5a4dc99e18df_Icon-Path-Pink.svg) #### Pipeline Gaps Whitespace persists in named accounts while net-new origination slows, forcing reps to recycle the same prospects. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d534e34c817904b007f850_Icon-Clock-Green.svg) #### Slow Research Earnings, job posts, stacks, org charts, and news take hours to assemble, delaying pursuits and reducing deal momentum. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d534e31162e0f92ee667fc_Icon-Puzzle.svg) #### Misaligned Pitches Outreach misses buyer priorities like modernization, AI, and cloud cost control, causing pitches to stall with committees. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d534e3d3678214b553e1a6_Icon-VisionOff-Blue.svg) #### Visibility Blind Spots It’s unclear who owns the problem, how budgets are allocated, or which vendors are already in place. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Draup for Sales A single pane of growth truth built around 3 intelligence pillars ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d62c57c38fca6221579a62_Icon-Company-Pink.svg) ### Account Intelligence Insights into a specific company’s structure, decision-makers, priorities, and pain points. It helps tailor outreach and solutions to the account’s unique context. Priorities & Intentions Financial Insights Key Workloads Buying Locations & Operations Footprint IT Spending Technology Stack Real-time Signals/Alerts Outsourcing Partners Investments & Acquisitions Hiring Insights Technology Providers/ISVs Technology Install Base Usage Intensity Account Footprint Usage across Locations Compete Penetration Outsourcing Partners Partner Deals Footprint Delivery Locations Partner Incumbencies Outsourced Workloads Partner Technology Stacks ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d62c57701ee46c4e0b49bb_Icon-Factory-Yellow.svg) ### Industry Intelligence A broader view of market trends, competitor moves, regulations, and customer shifts. It positions your offering within the industry landscape. Workforce Demand Insights Geographical Trends Industry Trends Industry Themes & Use-cases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d5111e8c1e6a4675953a63_Icon-User-Green.svg) ### Buyer Intelligence Focuses on individual decision-makers - their roles, preferences, and buying triggers - enabling personalized engagement and stronger connections. Buyers/Decision Makers Engaged Partners Focus Workloads Tech Stack Ecosystem Experience & Education Contact URLs / Emails Engagement Guidelines ## Analyzing 25M+ data points daily from 75,000+ sources Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667933aa493926f0085975_White%20set%20(14).svg) 700M+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667933aa493926f0085975_White%20set%20(14).svg) 700M+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d3e8935dc93878596ab47b_c4c49c517c688326431820a73d1e8fd5_left-decor.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d3e8935dc93878596ab47b_c4c49c517c688326431820a73d1e8fd5_left-decor.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692e7aae17bb2783182e1efc_e886eda25ae241f0b1c49d8fd17c29f7_Tree%201.svg) ETL Infrastructure ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d3c498863b4018d20ee181_Icon-Chip-Pink.svg) Statistical Inference ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d3c4971450feaf5d6bcb2f_Icon-Search-Pink.svg) ML Models ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d53c5a902c30e2b4e1cffb_Icon-Dots-Pink.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d3b930c85215c7b104c652_582e5a2d5131e618cb987d914c35f15c_combine.svg) Draup Technology & Cognition Engine ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d3b930c85215c7b104c652_582e5a2d5131e618cb987d914c35f15c_combine.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d3c4974680bf9a8d94d7dc_Icon-doc-Pink.svg) Data Harvesting ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d53c5a367f73dfd1b52c8c_Icon-Bot-Pink.svg) Research Automation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d53c598e5a673aad6ed3c1_Icon-User1-Pink.svg) Human Curation [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d53d91111d999a71008e7f_icon-arrow-up.svg)\\ Planning & Strategy](https://draup.com/sales#Planning-Strategy) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d36b47e8ebbeda858f76d9_Icon-Search.svg)\\ Prospecting](https://draup.com/sales#Prospecting) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d53d992760984ad473cc68_icon-target.svg)\\ Direct Sales](https://draup.com/sales#Direct-Sales) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a326ee7d55e52421c7_Nav%20Icon%203.svg)\\ Partner Driven Sales](https://draup.com/sales#Partner-Driven-Sales) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a373cdea0c178e96d4_Nav%20Icon%2010.svg)\\ Account Management](https://draup.com/sales#Account-Management) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d53d91111d999a71008e7f_icon-arrow-up.svg) Planning & Strategy ## Strategically Plan &Execute Sales Campaigns ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg) ### Discover Opportunities​ Identifying Key Markets & Accounts for Growth leveraging Industry trends & insights​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg) ### Competitive Edge Stay on top of compete install base, signals & changing priorities to outmaneuver competitors​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg) ### Strategic Account Planning​ Develop comprehensive strategies aligned with workloads and executive goals​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d36b47e8ebbeda858f76d9_Icon-Search.svg) Prospecting ## Identify & Prioritize High Value Leads​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg) ### Target High Potential Accounts​ Leverage deep firmographics & account insights to focus on high-value leads.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg) ### Tailored Outreach​ Align messaging based on Account Characteristics & Focus Areas​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg) ### Micro-Target Opportunities​ Zero in on opportunities by leveraging compete install base, geographic distribution & partnerships​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d53d992760984ad473cc68_icon-target.svg) Direct Sales ## Close Deals with Precision & Insight​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg) ### Personalized Value Propositions​ Use account priorities, use-cases & compete penetration to build compelling sales offerings​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg) ### Executive Targeting​ Hyper-target key decision-makers for impactful engagements​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg) ### Sales Playbooks​ Develop customized sales playbooks using deep insights into customer needs and industry trends to guide sales teams​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a326ee7d55e52421c7_Nav%20Icon%203.svg) Partner Driven Sales ## Maximize Collaboration with GSI Partners ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg) ### Optimize Partnerships​ Identify and leverage incumbent outsourcing relationships​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg) ### Collaborative Sales​ Identify and align sales opportunities based on the strengths and specialties of outsourcing partners​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg) ### Account Penetration Strategies​ Use insights into partner relationships and outsourcing functions to develop strategies for deeper account penetration and relationship building​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a373cdea0c178e96d4_Nav%20Icon%2010.svg) Account Management ## Engage & Drive Growth Within Your Accounts​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg) ### Unlock Up-sell & Cross-Sell Potential​ Identify Account focus areas, existing technology usage to capitalize on complementary opportunities​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg) ### Proactive Engagement​ Stay ahead of changing priorities with real-time signals & account priorities​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg) ### Strengthen Executive Relations​ Map & Manage Stakeholder Aspirations​ ## How Draup Works ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d61e3b08d69b298774e8f5_Icon-Stack-Blue.svg) #### Data Intelligence Extracting insights by tracing extensive data on companies, individuals, schools, markets, etc. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d61e3bc38fca6221556985_Icon-User-Orange.svg) #### Subject Matter Experts Access to consultants for tailored strategies addressing your pain points effectively ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d61e3b8f57365cd447736e_Icon-Bot-Red.svg) #### Artificial Intelligence Leveraging advanced AI, ML, and Big Data for actionable contextual insights ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d61e3b0375241721810a0c_Icon-Filter-Green.svg) #### Human Curation Supported by a team of expert researchers focusing on in-depth analysis and data accuracy ## Impactful insights, delivered real-time Access insights via API, custom data feeds, the Draup platform or using MCP [![A image describes API Integration](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5fbb0d313863989f_Talent%20Home%201.png)\\ **APIs & Integrations** \\ \\ Best for\\ \\ Embedding live insights in workflows without storing data\\ \\ - Native integrations with 33+ CRMs, like Salesforce, Hubspot, Microsoft Dynamics CRM, etc.\\ - Real-time access to critical data\\ - Enhanced security and data Integrity\\ - Efficient API performance with flexible limits\\ \\ Learn more](https://draup.com/sales/data/api) [![A image describes Custom Data Feed](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5d70126026a86144_Talent%20Home%202.png)\\ **Custom Data Feed** \\ \\ Best for\\ \\ Analytics at scale & joining Draup with internal data\\ \\ - Highly customizable feeds for workflow needs\\ - Scheduled pushes to data lakes/warehouses (S3, ADLS, BigQuery, SFTP)\\ - Scalable use cases with the data\\ - Integrates with internal data assets for co-pilots/agents\\ \\ Learn more](https://draup.com/sales/market-intelligence-data) [![A image describes Draup AI-SaaS Platform](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743ad17b1f3b9e7b880d_2b96d6882b630cc8f72a05eaff642c8f_Talent%20Home%203.png)\\ **Draup Platform** \\ \\ Best for\\ \\ Fastest time-to-value, \\ \\ no build required\\ \\ - Ready-to-use UI with 200+ productized use cases & workflows\\ - Leverage visualizations & workflows to drive seller action with no overhead\\ - Enterprise controls: SSO, RBAC, governance\\ - Integrates UI & functionality into CRM apps\\ \\ Book a demo](https://draup.com/book-a-demo) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6915b1809e4e6dbbe661e559_mcp-image.png)\\ **Model Context Protocol** \\ \\ Best for\\ \\ Real-time Al workflows & LLM applications\\ \\ - Native integration with Claude, OpenAl, and MCP-compatible Al tools\\ - Zero ETL, models query live data without pipelines or reindexing\\ - Governed access with token-based scopes, Pll masking, and audit trails\\ - Grounded, real-time data prevents LLMs from generating outdated or inaccurate insight\\ \\ Learn more](https://draup.com/sales/data/model-context-protocol) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Why Draup? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d271f7ccc2594e0fd0e7aa_Icon-Headphone.svg) ### Ongoing Support Dedicated Account Manager to help you get started and to assist you with custom requirements ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d271f7f1f57379599c89d4_Icon-Diamond.svg) ### Rapid Onboarding Get immediate access to Draup’s data intelligence through our SaaS platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d271f7d87f091f0bc0ac16_Icon-Time.svg) ### Near Real-Time Data Refresh Continuously updating data pipelines and real-time dataflow always ensures up-to-date intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d271f776990a168a4ed70c_Icon-Box.svg) ### Agile Deployment New version with features releases every week to address your changing needs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d271f737383734e9ceb47f_Icon-Tag.svg) ### Predictable Fees Single flat rate for selected service with unlimited access, unmetered account usage, & no artificial restrictions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d271f7cb0c64745532227e_Icon-Dots.svg) ### All-Inclusive Subscription One subscription for all our services: web-based platform, Braindesk syndicated reports, & custom reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d271f75d70126026a7c740_Icon-WayBoard.svg) ### Flexible To Evolving User Needs Get custom intelligence as per your changing priorities using the platform or through our Consultants ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d271f7027b2349253ffc86_Icon-Swap.svg) ### Granular Taxonomy A comprehensive and adaptable taxonomy that incorporates job descriptions, skills, and industry trends ## Enterprises do extraordinary things with Draup Real stories. Real Success. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## AI-Driven HR Transformation [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # Building an AI-Enabled HR Workforce for Arkansas-based largest global retailer Discover How Draup Helped a US-Based Global Retail Enterprise Redefine HR Skill Architecture ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440582100a3a09ce165d_Icon-user.svg) 2.1M+ Employee Count ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406b7cd9129596beac3_Icon-doller.svg) $681 Bn Revenue ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406c7057d6b23b7f211_Icon-factory.svg) Multinational Retail Industry ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440592f0256f7d6a6e69_Icon-pin.svg) Bentonville, U.S. Headquarters ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## About the Company The global retail enterprise operates across hypermarkets, discount stores, and grocery chains, managing a diverse global workforce. It partnered with Draup to drive HR transformation through Generative AI, unifying processes, enhancing analytics-driven decision-making, and future-proofing HR skills for an AI-enabled future. ## Before Draup ##### 1 ### Evolving HR Workload Structures Traditional HR operations were manual, covering case management, policy audits, and compensation analysis, requiring redesign for automation and AI adoption. ##### 2 ### Skills Gap in Emerging Technologies Many HR professionals lacked AI and analytics experience, requiring a focused reskilling strategy to close capability gaps and enable AI-driven career growth. ##### 3 ### Siloed HR Functions and Data Systems Siloed HR systems across functions hindered data flow and insights, limiting visibility and the ability to anticipate workforce trends. ##### 4 ### Reactive Learning and Development Learning programs were primarily activity-based rather than outcome-driven, with limited personalization or integration into the daily flow of HR work. ## The Core Challenges ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e8a55e1b1598e618a42330_Icon%20Globe%20Pink.svg) ### Fragmented Skill Intelligence Across HR Disconnected systems and inconsistent role definitions hindered unified transformation. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f2242c5b54985f998c6f88_Icon%20Puzzle.svg) ### Lack of a Global, Data-Driven Framework Scaling workforce and skills strategy globally needed a single, intelligence-backed model. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d238d7c7057d6b23b54eaa_Box-Icon-Search.svg) ### Limited Insight into Leading HR Benchmarks The enterprise lacked visibility into how top HR organizations structure and use talent data. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f1fecf491f09d74b10a286_Icon%20Stats%20Blue.svg) ### Manual, Spreadsheet-Based Processes Outdated methods restricted scalability and masked emerging HR capabilities. ## The Solution Human Resources Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db5d3341843b1e0c029555_send-icon.svg) PROFILE ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6903035eb823b7d3950f122b_Group%20427319847%20(2).svg) LOCATION ANALYSIS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db673f4382bb971c6a561a_e7698e0916612e5541b65c9bd418b4ca_Location.svg) TALENT MARKET INSIGHTS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6903036f25257f5ea1d2ca49_Group%20427319849%20(3).svg) CAREER PATHS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/690303c99d790ab98c642818_Frame%20427319905%20(6).svg) DATA INTEGRATION ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68df574763d2428a226659b1_c6d5b4ae5b4f54bfa47e4cf515e785fa_cs-integrations.svg) TECH STACK ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/690303833f03d5145cb6a6e6_Frame%20427319846%20(22).svg) 01 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f2007aff9aa3a8a55cffc5_Robot.svg) AI-Driven HR Skill Taxonomy Expansion The HR skill taxonomy was expanded using Draup's labor market data, incorporating Gen AI capabilities, and a unified Future Skills Library was developed for workforce strategy alignment. 02 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f871bc4db75ea72842cf0e_Swap%20(2).svg) HR Workload Evolution Dashboard Created a Gen AI dashboard mapping traditional to AI-driven HR workloads, providing real-time insights on automation potential, efficiency gains, and readiness levels for data-driven HR decision-making. 03 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e6623399266ccf12fd7e1b_Aim.svg) Personalized Learning & Career Pathing Gen AI-based learning recommendation systems were used to consolidate siloed HR data, integrating AI tools for decision-making and AI for compensation management. 04 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f86d7f01c57e621770547c_Search%20(1).svg) Skill Gap & Readiness Analytics Utilized Skill Gap Analytics to evaluate HR readiness, identify high-priority areas for upskilling, and refine the Learning Academy's Gen AI roadmap for measurable ROI and workforce transformation. ## Outcome ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ee5169741cd6f949c07f21_Icon%20Link%20Pink.svg) #### Future-Ready HR Talent Architecture Unified, AI-enabled HR framework ensuring global consistency and agility. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f1fe0623f6cc433ecede7e_Icon%20Arrows%20Green.svg) #### Enhanced Internal Mobility & Retention AI-driven skill mapping boosts mobility and reduces external hiring. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ef5dfa248a1a04418acdad_Icon%20Aim%20Yellow.svg) #### Smarter Learning Investments Personalized learning replaces static programs, driving Gen AI adoption. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e60b72adf4ca75c5438727_Icon%20User%20Group%20Blue.svg) #### Predictive, Data-Driven Workforce Planning Gen AI insights power proactive planning and future skill readiness. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Powered by unparalleled global labor & market data ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5700+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. 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Something went wrong while submitting the form. ## B2B Data Enrichment [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # B2B Data Enrichment for GTM, Sales & Revenue Teams Keep your CRM accurate and actionable. Draup enriches every record with fresh firmographic, technographic, and buyer data. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ## Why B2B Data Enrichment Matters for CRM Accuracy & GTM Performance When your CRM data is outdated, incomplete, or disconnected from real market signals, your GTM teams cannot effectively address your Total Addressable Market ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f2242c5b54985f998c6f88_Icon%20Puzzle.svg) #### Fragmented Records Duplicate accounts and inconsistent firmographics make segmentation impossible. Sales reps spend more time fixing data than using it. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692005c0553d7cd743d43df5_Icon%20Container%20(2).svg) #### Outdated Buyer Information Decision-maker data goes stale fast. Without visibility into who leads, who’s moved, and who owns what, your CRM turns from a growth engine into a guessing game. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69200607440f0e29c6ad3955_Icon%20Container%20(3).svg) #### Disconnected Systems Sales, marketing, and RevOps often operate on different data sources. Without unified enrichment, insights stay trapped in silos, creating blind spots and misalignment. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d238d74c7016ae54ce909a_Box-Icon-Arrow.svg) #### Static Data, Missed Signals CRMs built on one-time uploads can’t track real-time triggers like funding rounds, tech refresh cycles, or leadership moves, the very signals that drive engagement. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e745927f9afbd91f221f86_x-icon.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Comprehensive B2B Data Enrichment for CRMs: Accurate, Real-Time, and Revenue-Ready Update and contextualize your CRM data with verified, dynamic refreshes so every record becomes a revenue signal. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e8a4180e2b65da9f559288_id_card_green.svg) ### Contact & Org Enrichment Up-to-date executives, org charts, and role hierarchies help you reach the right buyers instantly. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6920064a870bbc8b6346c707_Techstack%20(2).svg) ### Firmographic & Technographic Data Verified company details, industry segments, IT footprints, and technology stacks across 56K+ product categories, all mapped directly to your CRM accounts. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6920066d2689457ceb890370_Stats%20(3).svg) ### Intent & Trigger Signals Funding events, hiring trends, M&A, renewals, and technology refreshes, real-time cues that reveal when accounts are ready to buy. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ecc30980e1c4c95ea4f396_Skills%20(1).svg) ### Skills & Capability Insights Understand what your target companies are building, hiring, or outsourcing, and align your outreach to real business priorities. ## Your CRM, Now Smarter with Draup’s Sales Intelligence Sync Draup’s real-time, enriched account, buyer, and industry intelligence directly into your CRM, sales engagement tools, and RevOps workflows. [![Salesforce ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6915a0fc6a0e4db683704d0d_Salesforce.webp)**Salesforce** \\ \\ Enrich GTM workflows with Draup Sales Intelligence inside Salesforce. \\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg)](https://draup.com/sales/data/apps-and-integrations/salesforce) [![HubSpot ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/69159c1e92a4ab6c46d768d9_HubSpot.webp)**HubSpot** \\ \\ Export and sync account insights into HubSpot for sharper targeting and engagement. \\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg)](https://draup.com/sales/data/apps-and-integrations/hubspot) [![Microsoft Dynamics CRM ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/69159e995d19ab2657a82961_Microsoft%20Dynamics%20CRM.webp)**Microsoft Dynamics CRM** \\ \\ Add a strategic intelligence layer to accelerate pipeline growth. \\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg)](https://draup.com/sales/data/apps-and-integrations/microsoft-dynamics-crm) [![Pipedrive](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/69159ff085f921adbca5148b_Pipedrive.webp)**Pipedrive** \\ \\ Drive intelligence-driven efficiency in deal-focused pipelines. \\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg)](https://draup.com/sales/data/apps-and-integrations/pipedrive) [![Freshsales ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/69159c1685f5ecc5c1420c1a_Freshsales.webp)**Freshsales** \\ \\ Embed account intelligence into every customer interaction.\\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg)](https://draup.com/sales/data/apps-and-integrations/freshsales) [![Zoho CRM ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6915a6073952c4265fe0afa3_Zoho%20CRM.webp)**Zoho CRM** \\ \\ Mid-sized teams get smarter selling with context-driven insights. \\ \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg)](https://draup.com/sales/data/apps-and-integrations/zoho-crm) [Book a Demo](https://draup.com/book-a-demo) [View all Integrations](https://draup.com/sales/data/apps-and-integrations) ## How Draup’s B2B Data Enrichment Strengthens Every Stage of Your GTM Motion ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6920069ffcfcc58463a62de8_Icon%20Container%20(4).svg) #### Account Prioritization Prioritize accounts with signal-driven scoring from real-time firmographic, technographic, and intent data. Focus where conversion is highest. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ef633a725f45bc239962e4_Icon%20Swap%20Green.svg) #### Account Planning Win key accounts with 360° intelligence. Combine org charts, executive moves, and capability insights for a full view of influence and opportunity. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ef5dfa248a1a04418acdad_Icon%20Aim%20Yellow.svg) #### Precision Prospecting Identify buying committees and reach the right decision-makers. Use enriched contact data to target who’s who, no more chasing outdated leads. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d238d74c7016ae54ce909a_Box-Icon-Arrow.svg) #### Account Growth Drive retention and expansion with live intent signals. Spot funding, hiring, and capability shifts that signal new revenue moments. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ef637f610235baba0b95aa_Icon%20Lightning%20Purple.svg) #### Partner Sales Accelerate joint pursuits with shared ecosystem intelligence. Discover where partners are co-developing or outsourcing to align and co-sell faster. ## Built for Seamless CRM Integration ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6920378b452b78cc28643ce2_CRM.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692036c9452b78cc286408d3_Syncs.svg) #### One-Click Syncs Push enriched data and insights into Salesforce, HubSpot, or your preferred vendor. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692036c95be0c3028400737d_Customizable.svg) #### Customizable Rules Choose what to enrich (contacts, tech stack, signals) and how frequently. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692036ca6d593674ca3b8f99_Explainable.svg) #### Explainable Fields Every record comes with clear enrichment reason codes and signal sources. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692036c9896ae8506cca4629_Updates.svg) #### Always-On Updates Draup continuously refreshes CRM data so it never goes stale again. ## Turn CRM Chaos Into Clarity From Stale Records to Signal-Driven Engagement. #### See Clearly Every account reflects the latest people, moves, and market shifts #### Act Faster Real-time signals reveal when buyers are ready to engage. #### Sell Smarter Context-rich insights help reps reach the right decision-makers. #### Stay Aligned Marketing, sales, and RevOps work from the same live data. ## Enterprises do extraordinary things with Draup Real stories. Real Success. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad30e14b3e47c796a9e5_Peter%20Schmutzer.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ad3d819664a35ae46e96_1735929089270.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866adec6b9c92b915d518b0_Tech%20Mahindra%20Logo%20White.svg) Great insights on R&D spend, outsourcing locations/partners, market trends, etc and excellent turnaround time for requests. Quick homework before targeting an account is possible when we have Draup analysis in hand. A good platform for all New Business Development / sales efforts. Ramachandra Prabhu Ex- Group Marketing Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe0fc44fbbf0858a0f0d_Venkat%20Padmanabhan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6864fe23e416068cf319bae6_Capgemini%20SE.svg) Amazing engineering insights; depth of information helps in account planning. Draup for Sales is benefiting our account-based marketing, so we target the right individuals with the right offers. Venkat Padmanabhan Vice President - Digital Engineering and Manufacturing Services ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442869600c46770d61a7b_Vijay%20Rajagopalan.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442d14c4de2aeecd9bfa4_Microsoft.svg) Draup’s data is now a critical part of the Microsoft customer sales journey. Their deep account intelligence has really pulled through in helping us unlock several enterprise accounts. Our sellers spend less time on research, & instead focus on building actionable strategies for our sales plays. The savings in time, cost & research efforts are a game-changer. Vijay Rajagopalan Partner GM Product & Engineering – Business & Industry Copilot ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6866ac7a32c0158b2aad8229_intel-logo.svg) Structured aggregation and processing of data is a pleasant help in daily business; Draup is responsive to feedback and additional requests at short notice. Provides valuable background information for sound decision making in complex business areas. Peter Schmutzer Ex- Director - Purchasing, OPD, Supplier Relationships & Strategy ## Powered by unparalleled global market data Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667933aa493926f0085975_White%20set%20(14).svg) 700M+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 600K+ Outsourced Workflows ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68675dd7c4ab03f18e71150f_White%20set%20(15).svg) 8M+ Executives ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667933aa493926f0085975_White%20set%20(14).svg) 700M+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 250K+ Service Providers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686679bc8d05496fba286878_360.svg) 900K+ Accounts Priorities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 59K+ Technology Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a310ac09e89c33ee5c_Nav%20Icon%209.svg) 1000+ Custom Reports ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ## Impactful insights, delivered real-time Access insights via API, custom data feeds, the Draup platform or using MCP [![A image describes API Integration](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5fbb0d313863989f_Talent%20Home%201.png)\\ **APIs & Integrations** \\ \\ Best for\\ \\ Embedding live insights in workflows without storing data\\ \\ - Native integrations with 33+ CRMs, like Salesforce, Hubspot, Microsoft Dynamics CRM, etc.\\ - Real-time access to critical data\\ - Enhanced security and data Integrity\\ - Efficient API performance with flexible limits\\ \\ Learn more](https://draup.com/sales/data/api) [![A image describes Custom Data Feed](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5d70126026a86144_Talent%20Home%202.png)\\ **Custom Data Feed** \\ \\ Best for\\ \\ Analytics at scale & joining Draup with internal data\\ \\ - Highly customizable feeds for workflow needs\\ - Scheduled pushes to data lakes/warehouses (S3, ADLS, BigQuery, SFTP)\\ - Scalable use cases with the data\\ - Integrates with internal data assets for co-pilots/agents\\ \\ Learn more](https://draup.com/sales/market-intelligence-data) [![A image describes Draup AI-SaaS Platform](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743ad17b1f3b9e7b880d_2b96d6882b630cc8f72a05eaff642c8f_Talent%20Home%203.png)\\ **Draup Platform** \\ \\ Best for\\ \\ Fastest time-to-value, \\ \\ no build required\\ \\ - Ready-to-use UI with 200+ productized use cases & workflows\\ - Leverage visualizations & workflows to drive seller action with no overhead\\ - Enterprise controls: SSO, RBAC, governance\\ - Integrates UI & functionality into CRM apps\\ \\ Book a demo](https://draup.com/book-a-demo) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6915b1809e4e6dbbe661e559_mcp-image.png)\\ **Model Context Protocol** \\ \\ Best for\\ \\ Real-time Al workflows & LLM applications\\ \\ - Native integration with Claude, OpenAl, and MCP-compatible Al tools\\ - Zero ETL, models query live data without pipelines or reindexing\\ - Governed access with token-based scopes, Pll masking, and audit trails\\ - Grounded, real-time data prevents LLMs from generating outdated or inaccurate insight\\ \\ Learn more](https://draup.com/sales/data/model-context-protocol) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Frequently Asked Questions ### What makes this different from a generic lead list or people search tool? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Lists give names. We give signals + context: Business Intentions, stack changes, financials, geo footprint, outsourcing, and buyer-org maps, so reps know who to contact and what to say. ### How do you decide which accounts to prospect first? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Accounts are scored on Fit, Intent, and Timing. Fit = ICP firmographics & footprint; Intent = Business Intentions, started/stopped tech, outsourcing; Timing = exec moves, renewals, real-time events, and reachability. ### Can we micro-target opportunities (e.g., by install base or region)? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Filter by competing install base, product segment, R&D/hiring locations, partner presence, and outsourcing footprints to zero in on winnable niches. ### How do you personalize outreach at scale? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We generate message kits from account characteristics, emerging use cases, and buyer viewpoints, mapped to the actual committee (influence/role), so sequences land with relevance. ### Where does the data come from and how fresh is it? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Multi-source, corroborated, and continuously refreshed. Trigger alerts fire on stack changes, exec moves, M&A, center setups, renewals, and other meaningful events.​ ### Will this replace our sales-engagement tool? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) No. It feeds your engagement platform and CRM with prioritized accounts, contacts, reason codes, and next best actions so your current sequences work smarter. ### How accurate are the contacts? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We use public, verified professional data with confidence scoring and easy suppression/dedupe. You control validation rules before anything reaches reps.​ ### Is it GDPR compliant? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. GDPR-aligned practices, data minimization, auditability, and role-based access. We only use publicly available professional information. ### Can we bring first-party signals? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Absolutely. Ingest product usage, win/loss, campaign engagement, and partner telemetry; fold them into scoring and routing in your CRM. ### How does this help SDR, AE handoffs? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Shared lists, tags, and notes, territory locks, and reason codes keep everyone working the same prioritized plan without collisions. ### Do you support partner, ISV attach and competitive displacement? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Prospect where install base + started/stopped signals indicate attach or replacement; coordinate with alliances on timing and target contacts. ### How fast to first value? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Teams typically publish Top-100 prioritized prospects per territory and launch signal-based plays in week one. ### How do we measure ROI? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Track lift in reply rate, meetings set, meeting→opportunity conversion, stage velocity, win rate, ACV, and cost-to-sell (research time saved). ### Can we customize models and thresholds? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Tune weights, decay windows, and filters by region, segment, product line, and motion (net-new vs. expansion). ### What about inbound leads - do you help prioritize them too? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Yes. Score inbound against the same Fit, Intent or Timing model to bubble up high-propensity leads and route them instantly. ### How do you reduce noise and false positives? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We require multi-signal corroboration, apply recency decay, and let you set minimum buyer-coverage rules so reps only work reachable, relevant prospects. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68b661c6889daaea9cb148f6_Grid%20Bottom%20Light.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. 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Your submission has been received! Oops! Something went wrong while submitting the form. This information will be used solely for identity verification purposes and to honor your privacy preferences. Draup will not sell your information ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## CEO Talent Newsletter [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) # CEO Newsletter [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/696dc50fe720b5d3bbc470f8_Mastering%20Skills-Based%20HR%20Transformation.png)\\ \\ **Mastering Skills-Based HR Transformation** \\ \\ January 19, 2026](https://draup.com/talent/ceo-newsletter/mastering-skills-based-hr-transformation) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/696485ddea0f0b6d752f8df2_thumbnail-12-01.jpg)\\ **The Need for Human Skills in AI-Driven Talent Strategy.** \\ \\ January 12, 2026](https://draup.com/talent/ceo-newsletter/the-need-for-human-skills-in-ai-driven-talent-strategy) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/696483ad4b0cb26eaed8bff1_1767617151574.png)\\ **Redefining Workforce Strategy** \\ \\ January 5, 2026](https://draup.com/talent/ceo-newsletter/redefining-workforce-strategy) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/694a5289b6a351a2710c915b_hr-new.png)\\ **Transform HR Decisions with Talent Intelligence** \\ \\ December 29, 2025](https://draup.com/talent/ceo-newsletter/transform-hr-decisions-with-talent-intelligence) #### All Newsletters [![Mastering Skills-Based HR Transformation](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/696dc50fe720b5d3bbc470f8_Mastering%20Skills-Based%20HR%20Transformation.png)\\ \\ **Mastering Skills-Based HR Transformation** \\ \\ Transform HR strategies by understanding HCM platform architectures and connecting systems to enable skills-driven workforce agility.\\ \\ January 19, 2026](https://draup.com/talent/ceo-newsletter/mastering-skills-based-hr-transformation) [![AI-Driven Talent Strategy](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/696485ddea0f0b6d752f8df2_thumbnail-12-01.jpg)\\ \\ **The Need for Human Skills in AI-Driven Talent Strategy.** \\ \\ Discover how to develop essential human skills to effectively operate and collaborate with AI in talent planning and acquisition for 2026 and beyond.\\ \\ January 12, 2026](https://draup.com/talent/ceo-newsletter/the-need-for-human-skills-in-ai-driven-talent-strategy) [![Redefining Workforce Strategy](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/696483ad4b0cb26eaed8bff1_1767617151574.png)\\ \\ **Redefining Workforce Strategy** \\ \\ Empower your HR strategy by adopting systematic AI-driven work redesign to unlock productivity, control, and future workforce agility.\\ \\ January 5, 2026](https://draup.com/talent/ceo-newsletter/redefining-workforce-strategy) [![Transform HR Decisions with Talent Intelligence](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/694a5289b6a351a2710c915b_hr-new.png)\\ \\ **Transform HR Decisions with Talent Intelligence** \\ \\ Unlock faster, more confident workforce decisions by embedding Talent Intelligence into your HR workflows, driving strategic growth and efficiency.\\ \\ December 29, 2025](https://draup.com/talent/ceo-newsletter/transform-hr-decisions-with-talent-intelligence) [![Revolutionize Talent Strategy: Understanding Your Competitors](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/694296063dcbc4705298dd6a_understanding%202%20(1).png)\\ \\ **Revolutionize Talent Strategy: Understanding Your Competitors** \\ \\ Transform your talent approach by leveraging data-driven external org mapping to benchmark, optimize, and future-proof workforce design.\\ \\ December 22, 2025](https://draup.com/talent/ceo-newsletter/revolutionize-talent-strategy-understanding-your-competitors) [![Maximize Talent ROI for Enterprise Success](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6940086a6a4329dee091b708_Talent%20Intelligence%20ROI%20for%20an%20Enterprise.jpg)\\ \\ **Talent Intelligence ROI for an Enterprise** \\ \\ Unlock the power of Talent Intelligence to reduce costs, accelerate revenue, and mitigate risks with a quantifiable ROI framework for enterprise leaders.\\ \\ December 15, 2025](https://draup.com/talent/ceo-newsletter/talent-intelligence-roi-for-an-enterprise) [![The Hidden Work in HR: Building on MIT’s Project Iceberg](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6936d00c9dd148228347f5aa_Mit%20hr%20workforce%203%20(1)%20(1).png)\\ \\ **The Hidden Work in HR: Building on MIT’s Project Iceberg** \\ \\ Discover how HR can identify and measure hidden cognitive and coordination tasks to enhance productivity and AI ROI in the enterprise.\\ \\ December 8, 2025](https://draup.com/talent/ceo-newsletter/the-hidden-work-in-hr-building-on-mits-project-iceberg) [![Transforming Workforce Planning for Talent Leaders](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6929703e2c202e7deb20ae10_ceo%20newsletter%201%20(1).png)\\ \\ **The New Frontier of Strategic Workforce Planning** \\ \\ Discover how AI and skills clarity are reshaping workforce planning for talent leaders seeking strategic, agile, and digital-ready organizations.\\ \\ December 1, 2025](https://draup.com/talent/ceo-newsletter/the-new-frontier-of-strategic-workforce-planning) [![Tech Talent Strategies](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6924587c72475c9f65f10a6d_Frame%202147203136%203%20(1).webp)\\ \\ **Tech Talent Strategies of 2025: Draup's Annual Report** \\ \\ Activate your workforce planning with data-driven insights from the 2025 Global Tech Talent Report, highlighting skills shifts, AI impact, and talent decentralization.\\ \\ November 24, 2025](https://draup.com/talent/ceo-newsletter/tech-talent-strategies-of-2025-draups-annual-report) [![Building HR Data Integrity for AI Success](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/691b1a78a51125c365c46649_Building%20HR%20Data%20Integrity%20for%20AI%20Success%20(1).webp)\\ \\ **Building HR Data Integrity for AI Success** \\ \\ Unlock AI potential by understanding and optimizing HR data systems and operating models. Discover essential strategies for HR leaders today.\\ \\ November 17, 2025](https://draup.com/talent/ceo-newsletter/building-hr-data-integrity-for-ai-success) [![Mastering AI Readiness for HR Leaders](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6911e68b22b6d2ad77dede8b_Frame%202147203133%20(1)%20(1).webp)\\ \\ **Mastering AI Readiness for HR Leaders** \\ \\ Empower HR leaders to measure AI readiness with our practical self-assessment framework, enabling strategic talent transformation and enterprise success.\\ \\ November 10, 2025](https://draup.com/talent/ceo-newsletter/mastering-ai-readiness-for-hr-leaders) [![How Human-Centric Skills Shape the Future of Selling](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/69032b6db707dc88bbe7c63b_Image%20(4).webp)\\ \\ **How Human-Centric Skills Shape the Future of Selling** \\ \\ Transform sales teams by prioritizing human, core, and emerging skills. Drive growth and adaptability through a future-ready sales capability framework.\\ \\ November 3, 2025](https://draup.com/talent/ceo-newsletter/how-human-centric-skills-shape-the-future-of-selling) [View More](https://draup.com/talent/ceo-newsletter?c5bfa900_page=2) 1 / 1 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Talent Whitepapers Overview [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) # Whitepapers [Talent](https://draup.com/talent/whitepapers#) [Sales](https://draup.com/sales/whitepapers) [![AI in talent intelligence platform](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863c2352914489178de7f7f_What%20is%20Talent%20Intelligence.avif)\\ \\ **What is Talent Intelligence? A Guide for HR Leaders** \\ \\ We’ll explore what talent intelligence is, how it has evolved, and the impact it’s making on recruitment and workforce planning.\\ \\ April 9, 2025](https://draup.com/talent/whitepapers/what-is-talent-intelligence-a-guide-for-hr-leaders) [![Optimizing talent acquisition](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863c35da2c014265d4f6054_Optimizing-Talent-Acquisition-in-your-Enterprise-with-AI-Sourcing-%26-Retaining.avif)\\ \\ **Optimizing Talent Acquisition in your Enterprise with AI: Sourcing & Retaining a High-Skill Workforce** \\ \\ Leverage AI to optimize talent acquisition. Discover AI-driven strategies for sourcing and retaining talent in today's competitive market.\\ \\ September 30, 2024](https://draup.com/talent/whitepapers/optimizing-talent-acquisition-in-your-enterprise-with-ai-sourcing-retaining-a-high-skill-workforce) [![AI-Powered Talent Intelligence](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686774cc4a30abdb4bac6df4_Reducing%20Workforce%20Planning%20Costs%20with%20AI-Powered%20Talent%20Intelligence.avif)\\ \\ **Reducing Workforce Planning Costs with AI-Powered Talent Intelligence** \\ \\ Leverage AI-powered talent intelligence to streamline workforce planning and cut costs. Optimize hiring, and retention with data driven.\\ \\ August 6, 2024](https://draup.com/talent/whitepapers/reducing-workforce-planning-costs-with-ai-powered-talent-intelligence) [![AI-Powered Strategic Workforce Planning](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6867797048c6f19c9152b335_Navigating%20the%20Global%20Talent%20Landscape-%20Leverage%20AI-Powered%20Analytics%20for%20Strategic%20Workforce.avif)\\ \\ **Navigating the Global Talent Landscape: Leverage AI-Powered Analytics for Strategic Workforce Planning Across Geographies** \\ \\ How AI-powered talent analytics for Strategic Workforce Planning can transform your global talent strategy. Read our whitepaper to know more.\\ \\ July 15, 2024](https://draup.com/talent/whitepapers/navigating-the-global-talent-landscape-leverage-ai-powered-analytics-for-strategic-workforce-planning-across-geographies) [![AI-Powered Peer Intelligence](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686782a516ef00b51a07f885_Leverage%20AI-Powered%20Peer%20Intelligence%20and%20Industry%20Benchmarks%20for%20your%20Global%20Talent%20Strategy.avif)\\ \\ **Leverage AI-Powered Peer Intelligence and Industry Benchmarks for your Global Talent Strategy** \\ \\ The aim of this whitepaper is to explore how Artificial Intelligence use industry benchmarks & peer talent intelligence from global data sets\\ \\ June 12, 2024](https://draup.com/talent/whitepapers/leverage-ai-powered-peer-intelligence-and-industry-benchmarks-for-your-global-talent-strategy) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863bd086e0d5a21d2e8c428_%20.avif)\\ \\ **AI in HR & Recruitment: Emergence of Generative AI Skills & Impact on the Workforce** \\ \\ Explore generative AI skills: applications, advancements, and their transformative impact across industries and job roles.\\ \\ April 3, 2024](https://draup.com/talent/whitepapers/ai-in-hr-recruitment-emergence-of-generative-ai-skills-impact-on-the-workforce) [![Generative AI in Talent Acquisition](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863bcfc19e60604bda6f160_Generative-AI-in-Talent-Acquisition--Strategic-Move-or-a-Leap-of-Faith-.avif)\\ \\ **Generative AI in Talent Acquisition: Strategic Move or a Leap of Faith?** \\ \\ Unlock the future of talent acquisition with Gen AI! Explore game-changing trends and real benefits reshaping HR strategies.\\ \\ January 25, 2024](https://draup.com/talent/whitepapers/generative-ai-in-talent-acquisition-strategic-move-or-a-leap-of-faith) [![Cybersecurity in 2024](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863bd41e1c196ebb40490e7_Bolstering-Cybersecurity-in-2024--The-Reskilling-Imperative.avif)\\ \\ **Bolstering Cybersecurity in 2024: The Reskilling Imperative** \\ \\ Cybersecurity in 2024 is crucial for businesses. Learn how to enhance data security and mitigate financial risks effectively.\\ \\ January 10, 2024](https://draup.com/talent/whitepapers/bolstering-cybersecurity-in-2024-the-reskilling-imperative) [![AI-Powered HR Functions](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863bd4748eadce662247744_Generative-AI-Powered-HR-Functions--A-Quantum-Leap-into-Talent-Optimization.avif)\\ \\ **Generative AI-Powered HR Functions: A Quantum Leap into Talent Optimization** \\ \\ Generative AI is poised to forever alter human resource management and has sparked interest in using AI in the HR function.\\ \\ December 4, 2023](https://draup.com/talent/whitepapers/generative-ai-powered-hr-functions-a-quantum-leap-into-talent-optimization) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863cbf710a3d5932d510415_A-Deep-Dive-into-Women-Tech-Talent-in-Latin-America-(LATAM)-.avif)\\ \\ **A Deep Dive into Women Tech Talent in Latin America (LATAM)** \\ \\ Here's a deep dive into the growing representation of women in tech in LATAM, including trends, insights, and promising developments.\\ \\ October 26, 2023](https://draup.com/talent/whitepapers/a-deep-dive-into-women-tech-talent-in-latin-america-latam) [![LATAM Tech Ecosystem](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863bd7d0d1ac0917fd11760_A-Comprehensive-Study-of-LATAM%E2%80%99s-Emerging-Tech-Hub.avif)\\ \\ **A Comprehensive Study of LATAM’s Emerging Tech Hub** \\ \\ Build a future-ready workforce by recruiting early career talent from LATAM’s tech hubs, where cost efficiency meets global IT expertise.\\ \\ September 8, 2023](https://draup.com/talent/whitepapers/a-comprehensive-study-of-latams-emerging-tech-hub) [![Effective Reskilling Strategies for Software Engineering Talent](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863bd980d5ee20764749380_Navigating-the-Talent-Crunch--Effective-Reskilling-Strategies-for-Software-Engineering-Talent.avif)\\ \\ **Navigating the Talent Crunch: Effective Reskilling Strategies for Software Engineering Talent** \\ \\ Implement reskilling strategies in your organization to keep pace with evolving software engineering techniques and methodologies.\\ \\ July 12, 2023](https://draup.com/talent/whitepapers/navigating-the-talent-crunch-effective-reskilling-strategies-for-software-engineering-talent) [![Cost-Effective-Efficient-and-Affordable-Tech-Teams](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863c107caafe3576e65f074_Leveraging%20Skills%20Abundance%20in%20Tier%202%20Locations%20to%20Build%20Technology%20Teams.avif)\\ \\ **Leveraging Skills Abundance in Tier 2 Locations to Build Technology Teams** \\ \\ Unlock the potential of workforce planning in promising Tier 2 cities, driving efficiency and cost-effectiveness for tech teams.\\ \\ June 22, 2023](https://draup.com/talent/whitepapers/leveraging-skills-abundance-in-tier-2-locations-to-build-technology-teams) [![Diversity & Inclusion](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863be536e0d5a21d2e9ab53_Advancing-Diversity.avif)\\ \\ **Advancing Diversity & Inclusion in the Tech Industry: Challenges, Initiatives, and Future Outlook** \\ \\ Explore the future of diversity and inclusion in tech. Uncover barriers, initiatives, and how to advance diversity inclusion with data-backed strategies.\\ \\ May 23, 2023](https://draup.com/talent/whitepapers/advancing-diversity-inclusion-in-the-tech-industry-challenges-initiatives-and-future-outlook) [![New-Age Cloud Talent](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863be2e785e7405434e3484_Building%20Cost-Effective%20Cloud%20Teams%20in%202023%20Here%E2%80%99s%20what%20you%20can%20do.avif)\\ \\ **Building Cost-Effective Cloud Teams in 2023: Here’s what you can do** \\ \\ Explore the demand for Cloud Talent in 2023 as companies seek skilled professionals for evolving cloud technologies.\\ \\ April 13, 2023](https://draup.com/talent/whitepapers/building-new-age-cloud-talent-in-2023-heres-what-software-companies-can-do) [![Global Capability Center](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863be4523d384336f2a8f8e_Globalization%20and%20GCC%20Trends%20and%20Impacts%20on%20the%20Software%20Industry.avif)\\ \\ **Globalization and GCC: Trends and Impacts on the Software Industry** \\ \\ Explore the rise of Global Capability Centers and their role in driving innovation and excellence for tech companies worldwide.\\ \\ April 3, 2023](https://draup.com/talent/whitepapers/globalization-and-gcc-trends-and-impacts-on-the-software-industry) [![Cost-effective ESG Teams](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863be5c48eadce6622593f7_Race-to-Build-an-ESG-Workforce--How-Software-Companies-Are-Delivering-on-their-ESG-Goals.avif)\\ \\ **Race to Build an ESG Workforce: How Software Companies Are Delivering on their ESG Goals** \\ \\ Explore the importance of an ESG workforce in driving corporate environmental and social governance strategies effectively.\\ \\ March 7, 2023](https://draup.com/talent/whitepapers/race-to-build-an-esg-workforce-how-software-companies-are-delivering-on-their-esg-goals) [![Metaverse Talent in BFS](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863be760d1ac0917fd2471b_Metaverse-Talent-in-the-BFS--Building-Metaverse-Teams-with-In-Demand-Skills.avif)\\ \\ **Metaverse Talent in the BFS: Building Metaverse Teams with In-Demand Skills** \\ \\ Explore the Metaverse and its transformative impact on banking and financial services, enhancing customer interaction and experience.\\ \\ February 23, 2023](https://draup.com/talent/whitepapers/metaverse-talent-in-the-bfs-building-metaverse-teams-with-in-demand-skills) [![Skills Architecture for New-Age Roles](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863be7e97eaf77f6407d01f_Building-Skills-Architecture-for-New-Age-Roles-in-the-Aerospace-And-Defense-Sector.avif)\\ \\ **Building Skills Architecture for New-Age Roles in the Aerospace And Defense Sector** \\ \\ Unlock the future of work with Skills Architecture. Learn how to build a skills-based organization to thrive in a digital world.\\ \\ February 14, 2023](https://draup.com/talent/whitepapers/building-skills-architecture-for-new-age-roles-in-the-aerospace-and-defense-sector) [![MedTech Skills Gap Increases 2X](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863be900d5ee207647526c2_Bridging-Skills-Gap-in-the-Medical-Devices-Industry--Strategies-to-future-proof-your-talent.avif)\\ \\ **Bridging Skills Gap in the Medical Devices Industry: Strategies to future-proof your talent** \\ \\ Explore the importance of bridging skills gap in the medical devices industry to maintain quality and compliance with new technologies.\\ \\ January 30, 2023](https://draup.com/talent/whitepapers/bridging-skills-gap-in-the-medical-devices-industry-strategies-to-future-proof-your-talent) [![Tech skills shortage in Media](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863bea8ba3bcef43ff62ea7_How-the-Media-%26-Entertainment-Industry-can-Prevent-Workforce-Talent-Disruption.avif)\\ \\ **How the Media & Entertainment Industry can Prevent Workforce Talent Disruption** \\ \\ Explore how to prevent workforce talent disruption in tech-driven companies and maintain a competitive edge in talent acquisition.\\ \\ December 6, 2022](https://draup.com/talent/whitepapers/how-the-media-entertainment-industry-can-prevent-workforce-talent-disruption) [![Talent intelligence platform](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863bebd2d324592e3f97325_How%20can%20the%20Pharma%20Industry%20Create%20a%20Workforce%20of%20Tomorrow.avif)\\ \\ **How can the Pharma Industry Create a Workforce of Tomorrow** \\ \\ Reskilling employees to fill talent gaps can help a company retain most of its employees and empower them to thrive in a new reality.\\ \\ November 24, 2022](https://draup.com/talent/whitepapers/how-can-the-pharma-industry-create-a-workforce-of-tomorrow) [![How can Telecom Bridge the Skills Gap and Mitigate Talent Disruption](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863beda2d324592e3f98df4_5-Talent-Strategies-to-Bridge-the-Telecom-Talent-Gap.avif)\\ \\ **5 Talent Strategies to Bridge the Telecom Talent Gap** \\ \\ Putting together a winning team of skilled individuals is critical to achieving the best results for telecom organizations.\\ \\ October 19, 2022](https://draup.com/talent/whitepapers/5-talent-strategies-to-bridge-the-telecom-talent-gap) [![Cybersecurity Talent](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863bedcd88facef484d7187_Cybersecurity-Talent---Reskilling-to-Fill-the-Critical-Workforce-Gap.avif)\\ \\ **Cybersecurity Talent: Reskilling to Fill the Critical Workforce Gap** \\ \\ Explore the Cybersecurity Talent Gap and understand the rising demand for skilled professionals in the industry.\\ \\ October 10, 2022](https://draup.com/talent/whitepapers/cybersecurity-talent-reskilling-to-fill-the-critical-workforce-gap) [![Addressing Skills Gap](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863befaba3bcef43ff63ad0_Reskilling-Automotive-Talent-to-Equip-your--Workforce-with-In-Demand-Skills.avif)\\ \\ **Reskilling Automotive Talent to Equip your Workforce with In-Demand Skills** \\ \\ Rethink talent management in the automotive industry with targeted upskilling, future-ready job roles, and a skills-based approach to workforce planning.\\ \\ August 26, 2022](https://draup.com/talent/whitepapers/reskilling-automotive-talent-to-equip-your-workforce-with-in-demand-skills) [![Banking on Talent](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863c37d206cf88cc73e4dff_Building-a-Future-Ready-Workforce-in--Banking-%26-Financial-Services-with--Talent-Intelligence.avif)\\ \\ **Building a Future-Ready Workforce in Banking & Financial Services with Talent Intelligence** \\ \\ Build a future-ready bank with smart talent management, map skills, reskill roles, and close gaps for tomorrow’s workforce.\\ \\ August 4, 2022](https://draup.com/talent/whitepapers/building-a-future-ready-workforce-in-banking-financial-services-with-talent-intelligence-2) [![Reskilling in Digital Transformation](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863bf3a92f3bc4db80f222b_Unlocking-ROI-Through-Reskilling-in--Digital-Transformation.avif)\\ \\ **Unlocking ROI Through Reskilling in Digital Transformation** \\ \\ Reskilling in digital transformation helps enterprises cut costs and boost productivity. Learn how to measure ROI and build future-ready talent.\\ \\ May 19, 2021](https://draup.com/talent/whitepapers/unlocking-roi-through-reskilling-in-digital-transformation) [![Reskilling ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863bf400d1ac0917fd333f3_Reskilling-Imperatives-for-Enterprises-in--the-Digital-Age.avif)\\ \\ **Reskilling Imperatives for Enterprises in the Digital Age** \\ \\ Explore the importance of reskilling in the post-pandemic workforce. Empower your team to thrive in disrupted job roles.\\ \\ June 29, 2020](https://draup.com/talent/whitepapers/reskilling-imperatives-for-enterprises-in-the-digital-age) [![AI-Driven ABM](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686775592a75a8aa27799aed_NMaximizing%20Enterprise%20Deal%20Conversion%20through%20AI-Driven%20ABM.avif)\\ \\ **Maximizing Enterprise Deal Conversion through AI-Driven ABM** \\ \\ This whitepaper explores the transformative impact of AI-driven Account-Based Marketing (ABM) on enterprise sales\\ \\ August 23, 2024](https://draup.com/sales/whitepaper/maximizing-enterprise-deal-conversion-through-ai-driven-abm) [![Account-Based Marketing](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686777232df66e8977f3be09_AI-Powered%20Targeting%20Techniques%20for%20Account-Based%20Marketing%20Teams.avif)\\ \\ **AI-Powered Targeting Techniques for Account-Based Marketing Teams** \\ \\ Explore AI-powered Account-Based Marketing to identify high-potential targets and tailor your sales strategies effectively.\\ \\ July 19, 2024](https://draup.com/sales/whitepaper/ai-powered-targeting-techniques-for-account-based-marketing-teams) [![Account Planning Tool](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686777ea2df66e8977f4b21b_AI-Powered%20Account%20Planning%20for%20ABM-%20Slash%20your%20Enterprise%20Sales%20Cycle.avif)\\ \\ **AI-Powered Account Planning for ABM: Slash your Enterprise Sales Cycle** \\ \\ Boost enterprise sales with an AI-powered account planning firm. Target key accounts precisely, slash sales cycles, and drive higher conversion rates.\\ \\ July 8, 2024](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle) [![APAC Outsourcing Services](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68639377ea62e6bf032e8d0c_Charting%20the%20Course%20Strategies%20in%20the%20Evolving%20Landscape%20of%20APAC%20Outsourcing%20Services.avif)\\ \\ **Charting the Course: Strategies in the Evolving Landscape of APAC Outsourcing Services** \\ \\ Best APAC network outsourcing strategies to cut costs, boost efficiency, and stay competitive. Explore trends, talent shifts, and tech shaping the region.\\ \\ December 1, 2023](https://draup.com/sales/whitepaper/charting-the-course-strategies-in-the-evolving-landscape-of-apac-outsourcing-services) [![Transforming Telecom Industry](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686393aeea62e6bf032eacb3_Transforming-Telecom--Key-IT-and-Digital-Investment-Areas-Shaping-the-Industry.avif)\\ \\ **Transforming Telecom: Key IT and Digital Investment Areas Shaping the Industry** \\ \\ Discover the impact of digital transformation in the telecom industry and its importance for operational efficiency and revenue.\\ \\ October 4, 2023](https://draup.com/sales/whitepaper/transforming-telecom-key-it-and-digital-investment-areas-shaping-the-industry) [![Super App Ecosystem](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686393682a5ec0cc4dec53ea_A-Comprehensive-Analysis-of-the-Growing-Super-App-Ecosystem.avif)\\ \\ **A Comprehensive Analysis of the Growing Super App Ecosystem** \\ \\ Uncover the advantages of the Super App Ecosystem, combining multiple functionalities for seamless communication and transactions.\\ \\ September 22, 2023](https://draup.com/sales/whitepaper/a-comprehensive-analysis-of-the-growing-super-app-ecosystem) [![Cybersecurity](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686393908a86dd3aaea1fe79_Securing-the-Digital-Frontier--An-Analysis--of-Cybersecurity-Landscape-and-Trends.avif)\\ \\ **Securing the Digital Frontier: An Analysis of Cybersecurity Landscape and Trends** \\ \\ Cybersecurity is integral to protecting valuable digital assets, maintaining compliance, and ensuring operational continuity.\\ \\ September 8, 2023](https://draup.com/sales/whitepaper/securing-the-digital-frontier-an-analysis-of-cybersecurity-landscape-and-trends) [![Generative AI Landscape](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686393a28a86dd3aaea218fb_The-Generative-AI-Landscape--A-Comprehensive--Ecosystem-Overview.avif)\\ \\ **The Generative AI Landscape: A Comprehensive Ecosystem Overview** \\ \\ Explore the world of Generative AI and its ability to create unique content like text, images, and audio for various industries.\\ \\ August 22, 2023](https://draup.com/sales/whitepaper/the-generative-ai-landscape-a-comprehensive-ecosystem-overview) [![Green Technology Trends](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68639383ea62e6bf032e93dc_Green-Technology-Trends-Driving-the-Future---Clean-Energy%2C-Digital-Transformation%2C-and-ESG.avif)\\ \\ **Green Technology Trends Driving the Future: Clean Energy, Digital Transformation, and ESG** \\ \\ Green technology and sustainability market growing rapidly due to clean energy demand, IoT, AI, and ESG investing worldwide.\\ \\ July 28, 2023](https://draup.com/sales/whitepaper/green-technology-trends-driving-the-future-clean-energy-digital-transformation-and-esg) [![Efficiency and Innovation in Industry 4.0](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863b6d2d88facef48495bc8_Efficiency-and-Innovation-in-Industry-4.0---An-Analysis-of-the-Digital-Manufacturing-Market.avif)\\ \\ **Efficiency and Innovation in Industry 4.0: An Analysis of the Digital Manufacturing Market** \\ \\ AI, IoT, and 3D printing will drive the digital manufacturing market in 2023 and are optimizing digital manufacturing operations.\\ \\ July 12, 2023](https://draup.com/sales/whitepaper/efficiency-and-innovation-in-industry-4-0-an-analysis-of-the-digital-manufacturing-market) [![Banner Image](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863b6bd0d5ee207646f303f_The-Semiconductor-Roadmap-for-2023-and-Beyond---The-Future-of-an-Evolving-Indust.avif)\\ \\ **The Semiconductor Roadmap for 2023 and Beyond: The Future of an Evolving Industry** \\ \\ The semiconductor industry will experience revolutionary developments in 2023 and beyond. Stakeholders can shape the future of this dynamic industry by addressing the challenges, capitalizing on opportunities, and fostering collaboration.\\ \\ June 8, 2023](https://draup.com/sales/whitepaper/the-semiconductor-roadmap-for-2023-and-beyond-the-future-of-an-evolving-industry) [![Digitalization-in-Banking](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863b6a60d5ee207646f189a_The%20Future%20of%20Banking.avif)\\ \\ **The Future of Banking: Opportunities for Service Providers** \\ \\ Explore the future of banking as digital technologies reshape traditional banking and enhance customer experiences.\\ \\ April 28, 2023](https://draup.com/sales/whitepaper/the-future-of-banking-opportunities-for-service-providers) [![Digitalization 2022](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863b69548eadce66220bf95_How-Digitalization-and-New-Tech-Drives-the--Rail-Transport-Beyond-2023.avif)\\ \\ **How Digitalization and New Tech Drives the Rail Transport Beyond 2023** \\ \\ Explore the impact of Digital Transformation in Railways, enhancing safety, efficiency, and customer service through technology.\\ \\ December 9, 2022](https://draup.com/sales/whitepaper/how-digitalization-and-new-tech-drives-the-rail-transport-beyond-2023) [![Service Provider Opportunities](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863b6826df8277cdc4ae0ff_The-Automotive-Ecosystem---Service-Provider-Opportunities.avif)\\ \\ **The Automotive Ecosystem: Service Provider Opportunities** \\ \\ Explore the Automotive ecosystem and learn how it influences industry spending and innovation in E-Mobility and automation.\\ \\ August 26, 2022](https://draup.com/sales/whitepaper/the-automotive-ecosystem-service-provider-opportunities) [![Work From Home Trends](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863b66d66cdaffe4265cf51_Work-From-Home-Trends-%26-Emergence-of-Micro-Hubs-(Focus-On-BFS).avif)\\ \\ **Work From Home Trends & Emergence of Micro Hubs (Focus On BFS)** \\ \\ Explore work-from-home trends and the emergence of micro hubs, with a focus on the banking and financial services sector (BFS).\\ \\ July 27, 2020](https://draup.com/sales/whitepaper/wfh-the-rise-of-micro-hubs-how-a-pandemic-is-upending-bfs-working-model) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Talent Podcast Series [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) # Podcasts [Talent](https://draup.com/talent/podcast#) [Sales](https://draup.com/sales/podcast) [![How HR Can Navigate AI, Change Fatigue & Workforce Planning with Brian Heger](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6964c75ce1650e33c9bd8910_How%20HR%20Can%20Navigate%20AI.jpg)\\ \\ **How HR Can Navigate AI, Change Fatigue & Workforce Planning with Brian Heger** \\ \\ November 18, 2025](https://draup.com/talent/podcast/how-hr-can-navigate-ai-change-fatigue-workforce-planning-with-brian-heger) [![AI’s Impact on Human-First HR with Dr. Dieter Veldsman](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6964c779c418b5ec79577928_Impact%20on%20Human-First%20HR.jpg)\\ \\ **AI’s Impact on Human-First HR with Dr. Dieter Veldsman** \\ \\ October 24, 2025](https://draup.com/talent/podcast/ai-impact-on-human-first-hr-with-dr-dieter-veldsman) [![Predictive skills architecture is reshaping talent intelligence with Mickey Raie](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6964c79dab1bce9c28849acf_Predictive%20skills%20architecture%20is%20reshaping%20talent%20intelligence.jpg)\\ \\ **Predictive skills architecture is reshaping talent intelligence with Mickey Raie** \\ \\ August 6, 2025](https://draup.com/talent/podcast/predictive-skills-architecture-is-reshaping-talent) [![Leveraging People Analytics for Workforce Planning with Mariya Meshcheryakova](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6964c7c1c8d3fe9b64e6cb35_Leveraging%20People%20Analytics%20for%20Workforce%20Planning.jpg)\\ \\ **Leveraging People Analytics for Workforce Planning with Mariya Meshcheryakova** \\ \\ May 6, 2025](https://draup.com/talent/podcast/leveraging-people-analytics-for-workforce-planning-with-mariya-meshcheryakova) [![How AI is Reshaping HR Strategy: ROI, Talent, and the Human Touch with John Pender](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6964c7e8c418b5ec79579255_How%20AI%20is%20Reshaping%20HR%20Strategy.jpg)\\ \\ **How AI is Reshaping HR Strategy: ROI, Talent, and the Human Touch with John Pender** \\ \\ April 16, 2025](https://draup.com/talent/podcast/how-ai-is-reshaping-hr-strategy-roi-talent-and-the-human-touch-with-john-pender) [![Strategic Workforce Planning in the Healthcare Sector with Cody Martin](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6964c80e06553d7187cde1ce_Strategic%20Workforce%20Planning%20in%20the%20Healthcare%20Sector.jpg)\\ \\ **Strategic Workforce Planning in the Healthcare Sector with Cody Martin** \\ \\ March 11, 2025](https://draup.com/talent/podcast/strategic-workforce-planning-in-healthcare-sector-with-cody-martin) [![AI-Driven ABM](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686775592a75a8aa27799aed_NMaximizing%20Enterprise%20Deal%20Conversion%20through%20AI-Driven%20ABM.avif)\\ \\ **Maximizing Enterprise Deal Conversion through AI-Driven ABM** \\ \\ This whitepaper explores the transformative impact of AI-driven Account-Based Marketing (ABM) on enterprise sales\\ \\ August 23, 2024](https://draup.com/sales/whitepaper/maximizing-enterprise-deal-conversion-through-ai-driven-abm) [![Account-Based Marketing](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686777232df66e8977f3be09_AI-Powered%20Targeting%20Techniques%20for%20Account-Based%20Marketing%20Teams.avif)\\ \\ **AI-Powered Targeting Techniques for Account-Based Marketing Teams** \\ \\ Explore AI-powered Account-Based Marketing to identify high-potential targets and tailor your sales strategies effectively.\\ \\ July 19, 2024](https://draup.com/sales/whitepaper/ai-powered-targeting-techniques-for-account-based-marketing-teams) [![Account Planning Tool](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686777ea2df66e8977f4b21b_AI-Powered%20Account%20Planning%20for%20ABM-%20Slash%20your%20Enterprise%20Sales%20Cycle.avif)\\ \\ **AI-Powered Account Planning for ABM: Slash your Enterprise Sales Cycle** \\ \\ Boost enterprise sales with an AI-powered account planning firm. Target key accounts precisely, slash sales cycles, and drive higher conversion rates.\\ \\ July 8, 2024](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle) [![APAC Outsourcing Services](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68639377ea62e6bf032e8d0c_Charting%20the%20Course%20Strategies%20in%20the%20Evolving%20Landscape%20of%20APAC%20Outsourcing%20Services.avif)\\ \\ **Charting the Course: Strategies in the Evolving Landscape of APAC Outsourcing Services** \\ \\ Best APAC network outsourcing strategies to cut costs, boost efficiency, and stay competitive. Explore trends, talent shifts, and tech shaping the region.\\ \\ December 1, 2023](https://draup.com/sales/whitepaper/charting-the-course-strategies-in-the-evolving-landscape-of-apac-outsourcing-services) [![Transforming Telecom Industry](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686393aeea62e6bf032eacb3_Transforming-Telecom--Key-IT-and-Digital-Investment-Areas-Shaping-the-Industry.avif)\\ \\ **Transforming Telecom: Key IT and Digital Investment Areas Shaping the Industry** \\ \\ Discover the impact of digital transformation in the telecom industry and its importance for operational efficiency and revenue.\\ \\ October 4, 2023](https://draup.com/sales/whitepaper/transforming-telecom-key-it-and-digital-investment-areas-shaping-the-industry) [![Super App Ecosystem](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686393682a5ec0cc4dec53ea_A-Comprehensive-Analysis-of-the-Growing-Super-App-Ecosystem.avif)\\ \\ **A Comprehensive Analysis of the Growing Super App Ecosystem** \\ \\ Uncover the advantages of the Super App Ecosystem, combining multiple functionalities for seamless communication and transactions.\\ \\ September 22, 2023](https://draup.com/sales/whitepaper/a-comprehensive-analysis-of-the-growing-super-app-ecosystem) [![Cybersecurity](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686393908a86dd3aaea1fe79_Securing-the-Digital-Frontier--An-Analysis--of-Cybersecurity-Landscape-and-Trends.avif)\\ \\ **Securing the Digital Frontier: An Analysis of Cybersecurity Landscape and Trends** \\ \\ Cybersecurity is integral to protecting valuable digital assets, maintaining compliance, and ensuring operational continuity.\\ \\ September 8, 2023](https://draup.com/sales/whitepaper/securing-the-digital-frontier-an-analysis-of-cybersecurity-landscape-and-trends) [![Generative AI Landscape](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686393a28a86dd3aaea218fb_The-Generative-AI-Landscape--A-Comprehensive--Ecosystem-Overview.avif)\\ \\ **The Generative AI Landscape: A Comprehensive Ecosystem Overview** \\ \\ Explore the world of Generative AI and its ability to create unique content like text, images, and audio for various industries.\\ \\ August 22, 2023](https://draup.com/sales/whitepaper/the-generative-ai-landscape-a-comprehensive-ecosystem-overview) [![Green Technology Trends](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68639383ea62e6bf032e93dc_Green-Technology-Trends-Driving-the-Future---Clean-Energy%2C-Digital-Transformation%2C-and-ESG.avif)\\ \\ **Green Technology Trends Driving the Future: Clean Energy, Digital Transformation, and ESG** \\ \\ Green technology and sustainability market growing rapidly due to clean energy demand, IoT, AI, and ESG investing worldwide.\\ \\ July 28, 2023](https://draup.com/sales/whitepaper/green-technology-trends-driving-the-future-clean-energy-digital-transformation-and-esg) [![Efficiency and Innovation in Industry 4.0](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863b6d2d88facef48495bc8_Efficiency-and-Innovation-in-Industry-4.0---An-Analysis-of-the-Digital-Manufacturing-Market.avif)\\ \\ **Efficiency and Innovation in Industry 4.0: An Analysis of the Digital Manufacturing Market** \\ \\ AI, IoT, and 3D printing will drive the digital manufacturing market in 2023 and are optimizing digital manufacturing operations.\\ \\ July 12, 2023](https://draup.com/sales/whitepaper/efficiency-and-innovation-in-industry-4-0-an-analysis-of-the-digital-manufacturing-market) [![Banner Image](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863b6bd0d5ee207646f303f_The-Semiconductor-Roadmap-for-2023-and-Beyond---The-Future-of-an-Evolving-Indust.avif)\\ \\ **The Semiconductor Roadmap for 2023 and Beyond: The Future of an Evolving Industry** \\ \\ The semiconductor industry will experience revolutionary developments in 2023 and beyond. Stakeholders can shape the future of this dynamic industry by addressing the challenges, capitalizing on opportunities, and fostering collaboration.\\ \\ June 8, 2023](https://draup.com/sales/whitepaper/the-semiconductor-roadmap-for-2023-and-beyond-the-future-of-an-evolving-industry) [![Digitalization-in-Banking](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863b6a60d5ee207646f189a_The%20Future%20of%20Banking.avif)\\ \\ **The Future of Banking: Opportunities for Service Providers** \\ \\ Explore the future of banking as digital technologies reshape traditional banking and enhance customer experiences.\\ \\ April 28, 2023](https://draup.com/sales/whitepaper/the-future-of-banking-opportunities-for-service-providers) [![Digitalization 2022](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863b69548eadce66220bf95_How-Digitalization-and-New-Tech-Drives-the--Rail-Transport-Beyond-2023.avif)\\ \\ **How Digitalization and New Tech Drives the Rail Transport Beyond 2023** \\ \\ Explore the impact of Digital Transformation in Railways, enhancing safety, efficiency, and customer service through technology.\\ \\ December 9, 2022](https://draup.com/sales/whitepaper/how-digitalization-and-new-tech-drives-the-rail-transport-beyond-2023) [![Service Provider Opportunities](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863b6826df8277cdc4ae0ff_The-Automotive-Ecosystem---Service-Provider-Opportunities.avif)\\ \\ **The Automotive Ecosystem: Service Provider Opportunities** \\ \\ Explore the Automotive ecosystem and learn how it influences industry spending and innovation in E-Mobility and automation.\\ \\ August 26, 2022](https://draup.com/sales/whitepaper/the-automotive-ecosystem-service-provider-opportunities) [![Work From Home Trends](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863b66d66cdaffe4265cf51_Work-From-Home-Trends-%26-Emergence-of-Micro-Hubs-(Focus-On-BFS).avif)\\ \\ **Work From Home Trends & Emergence of Micro Hubs (Focus On BFS)** \\ \\ Explore work-from-home trends and the emergence of micro hubs, with a focus on the banking and financial services sector (BFS).\\ \\ July 27, 2020](https://draup.com/sales/whitepaper/wfh-the-rise-of-micro-hubs-how-a-pandemic-is-upending-bfs-working-model) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Sales Blog Insights [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) # Blogs [![AI-Powered Personalization for ABM ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685a68958f27ac039c771e8a_The-Evolution-of-Enterprise-Sales-From-Rolodexes-to-AI-Powered-Personalization-for-ABM-1.avif)\\ \\ **The Evolution of Enterprise Sales: AI-Powered Personalization for ABM** \\ \\ May 28, 2025](https://draup.com/sales/blog/the-evolution-of-enterprise-sales-ai-powered-personalization-for-abm) [![Account planning](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68594774375af49da677afe7_Unlocking-Trapped-Value-How-Better-Account-Planning-Saves-Millions.avif)\\ **Unlocking Trapped Value: How Better Account Planning Saves Millions** \\ \\ May 5, 2025](https://draup.com/sales/blog/unlocking-trapped-value-how-better-account-planning-saves-millions) [![Partner ecosystem intelligence](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68594775d46a2114c77c5223_Partner-Ecosystem-01.avif)\\ **Partner Ecosystem Intelligence: A Game-Changer for Modern ABM Strategies** \\ \\ April 17, 2025](https://draup.com/sales/blog/partner-ecosystem-intelligence-the-abm-advantage-for-modern-b2b-growth) [![AI Sales Intelligence tools](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6859477482eb2bb83273b458_Why-Forward-Looking-GTM-Teams-Are-Investing-in-AI-Sales-Intelligence-Tools-.avif)\\ **Why Forward-Looking GTM Teams Are Investing in AI Sales Intelligence Tools** \\ \\ April 16, 2025](https://draup.com/sales/blog/why-forward-looking-gtm-teams-are-investing-in-ai-sales-intelligence-tools) #### All Blogs [Talent](https://draup.com/talent/blog) [Sales](https://draup.com/sales/blog#) [![AI-Powered Personalization for ABM ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685a68958f27ac039c771e8a_The-Evolution-of-Enterprise-Sales-From-Rolodexes-to-AI-Powered-Personalization-for-ABM-1.avif)\\ \\ **The Evolution of Enterprise Sales: AI-Powered Personalization for ABM** \\ \\ Explore AI-Powered Personalization for ABM and how it transforms precision-driven enterprise sales strategies.\\ \\ May 28, 2025](https://draup.com/sales/blog/the-evolution-of-enterprise-sales-ai-powered-personalization-for-abm) [![Account planning](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68594774375af49da677afe7_Unlocking-Trapped-Value-How-Better-Account-Planning-Saves-Millions.avif)\\ \\ **Unlocking Trapped Value: How Better Account Planning Saves Millions** \\ \\ Unlock hidden value with AI-powered account planning: cut costs, reduce ramp time, and improve outreach precision for enterprise sales teams.\\ \\ May 5, 2025](https://draup.com/sales/blog/unlocking-trapped-value-how-better-account-planning-saves-millions) [![Partner ecosystem intelligence](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68594775d46a2114c77c5223_Partner-Ecosystem-01.avif)\\ \\ **Partner Ecosystem Intelligence: A Game-Changer for Modern ABM Strategies** \\ \\ Partner Ecosystem Intelligence boosts ABM by aligning teams, improving targeting, and accelerating revenue growth.\\ \\ April 17, 2025](https://draup.com/sales/blog/partner-ecosystem-intelligence-the-abm-advantage-for-modern-b2b-growth) [![AI Sales Intelligence tools](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6859477482eb2bb83273b458_Why-Forward-Looking-GTM-Teams-Are-Investing-in-AI-Sales-Intelligence-Tools-.avif)\\ \\ **Why Forward-Looking GTM Teams Are Investing in AI Sales Intelligence Tools** \\ \\ GTM intelligence drives smarter execution. Use AI sales intelligence tools to prioritize accounts, align messaging, and adapt to fast-changing buyers.\\ \\ April 16, 2025](https://draup.com/sales/blog/why-forward-looking-gtm-teams-are-investing-in-ai-sales-intelligence-tools) [![Strategic Account planning](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685947750c725282565b4c67_Strategic-Account-planning.avif)\\ \\ **Unlocking Growth in Strategic Accounts: How Data and AI Power Revenue in 2025** \\ \\ In 2025, strategic account planning is no longer a once-a-year exercise—it’s a real-time, revenue-driving engine. Discover how\\ \\ April 14, 2025](https://draup.com/sales/blog/unlocking-growth-in-strategic-accounts-how-data-and-ai-power-revenue-in-2025) [![Account-planning](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685947766da09302b64cb94d_Account-planning.avif)\\ \\ **Agentic AI-powered Account Planning for Account-Based Marketing** \\ \\ Agentic AI transforms ABM with real-time insights and adaptive account planning to boost enterprise sales effectiveness.\\ \\ April 10, 2025](https://draup.com/sales/blog/agentic-ai-powered-account-planning-transforming-abm-with-real-time-adaptive-intelligence) [![AI-powered account planning](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6859477651138e03f0cc2a4b_Beyond-CRM-Tapping-Into-3rd-Party-Data-to-Drive-Enterprise-Growth-.avif)\\ \\ **Beyond CRM: Tapping Into 3rd-Party Data to Drive Enterprise Growth** \\ \\ Boost revenue with account planning tools CRM. Streamline account planning using AI and third-party data for smarter, targeted engagement.\\ \\ April 7, 2025](https://draup.com/sales/blog/beyond-crm-tapping-into-3rd-party-data-to-drive-enterprise-growth) [![Spot-Early-Expansion](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68594776a6ea94eed93eb001_Spot-Early-Expansion-Signals-Use-Sales-Intelligence-to-Target-High-Value-Accounts-with-ABM-Strategy_Blog-2.avif)\\ \\ **Spot Early Expansion Signals: Use Sales Intelligence to Target High-Value Accounts with ABM Strategy** \\ \\ Discover how Sales Intelligence Tools can help identify expansion signals and shape your account-based marketing strategy.\\ \\ March 25, 2025](https://draup.com/sales/blog/spot-early-expansion-signals-use-sales-intelligence-to-target-high-value-accounts-with-abm-strategy) [![Sales Intelligence](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68594776db1ab0545370aca2_Account-Expansion-made-simple_.avif)\\ \\ **Account Expansion Made Simple: Using AI to Unlock Cross-Selling and Upselling Opportunities** \\ \\ Identify key accounts, target decision-makers, and craft tailored messaging with AI-powered sales intelligence for successful upselling.\\ \\ March 17, 2025](https://draup.com/sales/blog/account-expansion-made-simple-using-ai-to-unlock-cross-selling-and-upselling-opportunities) [Next](https://draup.com/sales/blog?c9e07d3c_page=2) 1 / 1 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Sales Whitepapers [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) # Whitepapers [Talent](https://draup.com/talent/whitepapers) [Sales](https://draup.com/sales/whitepapers#) [![AI-Driven ABM](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686775592a75a8aa27799aed_NMaximizing%20Enterprise%20Deal%20Conversion%20through%20AI-Driven%20ABM.avif)\\ \\ **Maximizing Enterprise Deal Conversion through AI-Driven ABM** \\ \\ This whitepaper explores the transformative impact of AI-driven Account-Based Marketing (ABM) on enterprise sales\\ \\ August 23, 2024](https://draup.com/sales/whitepaper/maximizing-enterprise-deal-conversion-through-ai-driven-abm) [![Account-Based Marketing](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686777232df66e8977f3be09_AI-Powered%20Targeting%20Techniques%20for%20Account-Based%20Marketing%20Teams.avif)\\ \\ **AI-Powered Targeting Techniques for Account-Based Marketing Teams** \\ \\ Explore AI-powered Account-Based Marketing to identify high-potential targets and tailor your sales strategies effectively.\\ \\ July 19, 2024](https://draup.com/sales/whitepaper/ai-powered-targeting-techniques-for-account-based-marketing-teams) [![Account Planning Tool](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686777ea2df66e8977f4b21b_AI-Powered%20Account%20Planning%20for%20ABM-%20Slash%20your%20Enterprise%20Sales%20Cycle.avif)\\ \\ **AI-Powered Account Planning for ABM: Slash your Enterprise Sales Cycle** \\ \\ Boost enterprise sales with an AI-powered account planning firm. Target key accounts precisely, slash sales cycles, and drive higher conversion rates.\\ \\ July 8, 2024](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle) [![APAC Outsourcing Services](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68639377ea62e6bf032e8d0c_Charting%20the%20Course%20Strategies%20in%20the%20Evolving%20Landscape%20of%20APAC%20Outsourcing%20Services.avif)\\ \\ **Charting the Course: Strategies in the Evolving Landscape of APAC Outsourcing Services** \\ \\ Best APAC network outsourcing strategies to cut costs, boost efficiency, and stay competitive. Explore trends, talent shifts, and tech shaping the region.\\ \\ December 1, 2023](https://draup.com/sales/whitepaper/charting-the-course-strategies-in-the-evolving-landscape-of-apac-outsourcing-services) [![Transforming Telecom Industry](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686393aeea62e6bf032eacb3_Transforming-Telecom--Key-IT-and-Digital-Investment-Areas-Shaping-the-Industry.avif)\\ \\ **Transforming Telecom: Key IT and Digital Investment Areas Shaping the Industry** \\ \\ Discover the impact of digital transformation in the telecom industry and its importance for operational efficiency and revenue.\\ \\ October 4, 2023](https://draup.com/sales/whitepaper/transforming-telecom-key-it-and-digital-investment-areas-shaping-the-industry) [![Super App Ecosystem](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686393682a5ec0cc4dec53ea_A-Comprehensive-Analysis-of-the-Growing-Super-App-Ecosystem.avif)\\ \\ **A Comprehensive Analysis of the Growing Super App Ecosystem** \\ \\ Uncover the advantages of the Super App Ecosystem, combining multiple functionalities for seamless communication and transactions.\\ \\ September 22, 2023](https://draup.com/sales/whitepaper/a-comprehensive-analysis-of-the-growing-super-app-ecosystem) [![Cybersecurity](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686393908a86dd3aaea1fe79_Securing-the-Digital-Frontier--An-Analysis--of-Cybersecurity-Landscape-and-Trends.avif)\\ \\ **Securing the Digital Frontier: An Analysis of Cybersecurity Landscape and Trends** \\ \\ Cybersecurity is integral to protecting valuable digital assets, maintaining compliance, and ensuring operational continuity.\\ \\ September 8, 2023](https://draup.com/sales/whitepaper/securing-the-digital-frontier-an-analysis-of-cybersecurity-landscape-and-trends) [![Generative AI Landscape](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686393a28a86dd3aaea218fb_The-Generative-AI-Landscape--A-Comprehensive--Ecosystem-Overview.avif)\\ \\ **The Generative AI Landscape: A Comprehensive Ecosystem Overview** \\ \\ Explore the world of Generative AI and its ability to create unique content like text, images, and audio for various industries.\\ \\ August 22, 2023](https://draup.com/sales/whitepaper/the-generative-ai-landscape-a-comprehensive-ecosystem-overview) [![Green Technology Trends](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68639383ea62e6bf032e93dc_Green-Technology-Trends-Driving-the-Future---Clean-Energy%2C-Digital-Transformation%2C-and-ESG.avif)\\ \\ **Green Technology Trends Driving the Future: Clean Energy, Digital Transformation, and ESG** \\ \\ Green technology and sustainability market growing rapidly due to clean energy demand, IoT, AI, and ESG investing worldwide.\\ \\ July 28, 2023](https://draup.com/sales/whitepaper/green-technology-trends-driving-the-future-clean-energy-digital-transformation-and-esg) [![Efficiency and Innovation in Industry 4.0](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863b6d2d88facef48495bc8_Efficiency-and-Innovation-in-Industry-4.0---An-Analysis-of-the-Digital-Manufacturing-Market.avif)\\ \\ **Efficiency and Innovation in Industry 4.0: An Analysis of the Digital Manufacturing Market** \\ \\ AI, IoT, and 3D printing will drive the digital manufacturing market in 2023 and are optimizing digital manufacturing operations.\\ \\ July 12, 2023](https://draup.com/sales/whitepaper/efficiency-and-innovation-in-industry-4-0-an-analysis-of-the-digital-manufacturing-market) [![Banner Image](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863b6bd0d5ee207646f303f_The-Semiconductor-Roadmap-for-2023-and-Beyond---The-Future-of-an-Evolving-Indust.avif)\\ \\ **The Semiconductor Roadmap for 2023 and Beyond: The Future of an Evolving Industry** \\ \\ The semiconductor industry will experience revolutionary developments in 2023 and beyond. Stakeholders can shape the future of this dynamic industry by addressing the challenges, capitalizing on opportunities, and fostering collaboration.\\ \\ June 8, 2023](https://draup.com/sales/whitepaper/the-semiconductor-roadmap-for-2023-and-beyond-the-future-of-an-evolving-industry) [![Digitalization-in-Banking](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863b6a60d5ee207646f189a_The%20Future%20of%20Banking.avif)\\ \\ **The Future of Banking: Opportunities for Service Providers** \\ \\ Explore the future of banking as digital technologies reshape traditional banking and enhance customer experiences.\\ \\ April 28, 2023](https://draup.com/sales/whitepaper/the-future-of-banking-opportunities-for-service-providers) [![Digitalization 2022](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863b69548eadce66220bf95_How-Digitalization-and-New-Tech-Drives-the--Rail-Transport-Beyond-2023.avif)\\ \\ **How Digitalization and New Tech Drives the Rail Transport Beyond 2023** \\ \\ Explore the impact of Digital Transformation in Railways, enhancing safety, efficiency, and customer service through technology.\\ \\ December 9, 2022](https://draup.com/sales/whitepaper/how-digitalization-and-new-tech-drives-the-rail-transport-beyond-2023) [![Service Provider Opportunities](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863b6826df8277cdc4ae0ff_The-Automotive-Ecosystem---Service-Provider-Opportunities.avif)\\ \\ **The Automotive Ecosystem: Service Provider Opportunities** \\ \\ Explore the Automotive ecosystem and learn how it influences industry spending and innovation in E-Mobility and automation.\\ \\ August 26, 2022](https://draup.com/sales/whitepaper/the-automotive-ecosystem-service-provider-opportunities) [![Work From Home Trends](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863b66d66cdaffe4265cf51_Work-From-Home-Trends-%26-Emergence-of-Micro-Hubs-(Focus-On-BFS).avif)\\ \\ **Work From Home Trends & Emergence of Micro Hubs (Focus On BFS)** \\ \\ Explore work-from-home trends and the emergence of micro hubs, with a focus on the banking and financial services sector (BFS).\\ \\ July 27, 2020](https://draup.com/sales/whitepaper/wfh-the-rise-of-micro-hubs-how-a-pandemic-is-upending-bfs-working-model) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Draup Case Studies [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) # Case Studies [Talent](https://draup.com/talent/case-studies) [Sales](https://draup.com/sales/case-studies#) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Powering account planning efficiency for a Pune based $587M IT consulting leader](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6927edf686f8347675b6f523_kpit.webp)\\ \\ **Powering account planning efficiency for a Pune based $587M IT consulting leader** \\ \\ KPIT's story of How Draup helped in bringing together actionable insights for their Key accounts. Request a Demo with us.](https://draup.com/sales/case-studies/account-intelligence-for-it-consulting-leader) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Data Driven Account Planning for a $1B Pune based IT Services Leader](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/692d8734746960df3dc7fa50_data%20driven%20planning.png)\\ \\ **Data Driven Account Planning for a $1B Pune based IT Services Leader** \\ \\ Discover How Draup Helped Reduce Account Planning Research by 60%](https://draup.com/sales/case-studies/powering-data-driven-account-planning-in-it-services) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Accelerating account growth for a New York–based $13B services leader](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/692d870ffb5223436415271c_IT%20Services%20Accounts.png)\\ \\ **Accelerating account growth for a New York–based $13B services leader** \\ \\ Discover How Draup Helped Unlock $30M+ in Additional Pipeline for IT Services Accounts](https://draup.com/sales/case-studies/driving-account-growth-for-a-13b-new-york-based-leader) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Penetrating new manufacturing accounts for a Tokyo based $26B global IT services & solutions leader](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/692969611347bb6a33bb68b8_Manufacturing.webp)\\ \\ **Penetrating new manufacturing accounts for a Tokyo based $26B global IT services & solutions leader** \\ \\ Discover How Draup Enabled Revenue-Based Prospecting and Tech Stack Intelligence for Strategic Market Expansion](https://draup.com/sales/case-studies/data-driven-sales-intelligence-for-an-it-solutions-leader) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Driving strategic growth and client engagement for an Austin based $2.5B IT services leader ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/692d528833d17d28e234575f_IT%20Services%20Leader.png)\\ \\ **Driving strategic growth and client engagement for an Austin based $2.5B IT services leader** \\ \\ How an Austin-Based Firm Used Draup’s AI Intelligence to Deepen Client Relationships](https://draup.com/sales/case-studies/ai-powered-market-intelligence-for-strategic-growth) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Driving targeted ABM and upselling for a Luxembourg based $2.42B IT & software leader](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/69296979cc74bbce563919b3_Development%20Leader.webp)\\ \\ **Driving targeted ABM and upselling for a Luxembourg based $2.42B IT & software leader** \\ \\ Discover How Draup Enabled Data-Driven Account Intelligence for a Luxembourg IT & Software Development Leader](https://draup.com/sales/case-studies/abm-upselling-success-with-draup) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![Enhancing sales productivity for a Redmond based $290B+ global technology leader](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/692d3adad32dc3476ea1c7fc_Global%20Technology%20Leader.png)\\ \\ **Enhancing sales productivity for a Redmond based $290B+ global technology leader** \\ \\ Discover How Draup Enabled Gen AI-Powered Account Intelligence and Streamlined Data Integration](https://draup.com/sales/case-studies/gen-ai-powered-account-intelligence-for-a-global-technology-leader) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68f9f82da8b36cea0dc23b68_thumbnail-bg.svg)![AI powered sales intelligence for a San Francisco–based $35B CRM enterprise](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/692969a943e882866ba4bd57_CRM%20Enterprise.webp)\\ \\ **AI powered sales intelligence for a San Francisco–based $35B CRM enterprise** \\ \\ Discover How Draup Enabled Real-Time Account Insights & Competitive Intelligence](https://draup.com/sales/case-studies/ai-powered-sales-intelligence-for-a-global-crm-leader) [![AI-Driven ABM](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686775592a75a8aa27799aed_NMaximizing%20Enterprise%20Deal%20Conversion%20through%20AI-Driven%20ABM.avif)\\ \\ **Maximizing Enterprise Deal Conversion through AI-Driven ABM** \\ \\ This whitepaper explores the transformative impact of AI-driven Account-Based Marketing (ABM) on enterprise sales\\ \\ August 23, 2024](https://draup.com/sales/whitepaper/maximizing-enterprise-deal-conversion-through-ai-driven-abm) [![Account-Based Marketing](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686777232df66e8977f3be09_AI-Powered%20Targeting%20Techniques%20for%20Account-Based%20Marketing%20Teams.avif)\\ \\ **AI-Powered Targeting Techniques for Account-Based Marketing Teams** \\ \\ Explore AI-powered Account-Based Marketing to identify high-potential targets and tailor your sales strategies effectively.\\ \\ July 19, 2024](https://draup.com/sales/whitepaper/ai-powered-targeting-techniques-for-account-based-marketing-teams) [![Account Planning Tool](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686777ea2df66e8977f4b21b_AI-Powered%20Account%20Planning%20for%20ABM-%20Slash%20your%20Enterprise%20Sales%20Cycle.avif)\\ \\ **AI-Powered Account Planning for ABM: Slash your Enterprise Sales Cycle** \\ \\ Boost enterprise sales with an AI-powered account planning firm. Target key accounts precisely, slash sales cycles, and drive higher conversion rates.\\ \\ July 8, 2024](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle) [![APAC Outsourcing Services](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68639377ea62e6bf032e8d0c_Charting%20the%20Course%20Strategies%20in%20the%20Evolving%20Landscape%20of%20APAC%20Outsourcing%20Services.avif)\\ \\ **Charting the Course: Strategies in the Evolving Landscape of APAC Outsourcing Services** \\ \\ Best APAC network outsourcing strategies to cut costs, boost efficiency, and stay competitive. Explore trends, talent shifts, and tech shaping the region.\\ \\ December 1, 2023](https://draup.com/sales/whitepaper/charting-the-course-strategies-in-the-evolving-landscape-of-apac-outsourcing-services) [![Transforming Telecom Industry](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686393aeea62e6bf032eacb3_Transforming-Telecom--Key-IT-and-Digital-Investment-Areas-Shaping-the-Industry.avif)\\ \\ **Transforming Telecom: Key IT and Digital Investment Areas Shaping the Industry** \\ \\ Discover the impact of digital transformation in the telecom industry and its importance for operational efficiency and revenue.\\ \\ October 4, 2023](https://draup.com/sales/whitepaper/transforming-telecom-key-it-and-digital-investment-areas-shaping-the-industry) [![Super App Ecosystem](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686393682a5ec0cc4dec53ea_A-Comprehensive-Analysis-of-the-Growing-Super-App-Ecosystem.avif)\\ \\ **A Comprehensive Analysis of the Growing Super App Ecosystem** \\ \\ Uncover the advantages of the Super App Ecosystem, combining multiple functionalities for seamless communication and transactions.\\ \\ September 22, 2023](https://draup.com/sales/whitepaper/a-comprehensive-analysis-of-the-growing-super-app-ecosystem) [![Cybersecurity](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686393908a86dd3aaea1fe79_Securing-the-Digital-Frontier--An-Analysis--of-Cybersecurity-Landscape-and-Trends.avif)\\ \\ **Securing the Digital Frontier: An Analysis of Cybersecurity Landscape and Trends** \\ \\ Cybersecurity is integral to protecting valuable digital assets, maintaining compliance, and ensuring operational continuity.\\ \\ September 8, 2023](https://draup.com/sales/whitepaper/securing-the-digital-frontier-an-analysis-of-cybersecurity-landscape-and-trends) [![Generative AI Landscape](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686393a28a86dd3aaea218fb_The-Generative-AI-Landscape--A-Comprehensive--Ecosystem-Overview.avif)\\ \\ **The Generative AI Landscape: A Comprehensive Ecosystem Overview** \\ \\ Explore the world of Generative AI and its ability to create unique content like text, images, and audio for various industries.\\ \\ August 22, 2023](https://draup.com/sales/whitepaper/the-generative-ai-landscape-a-comprehensive-ecosystem-overview) [![Green Technology Trends](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68639383ea62e6bf032e93dc_Green-Technology-Trends-Driving-the-Future---Clean-Energy%2C-Digital-Transformation%2C-and-ESG.avif)\\ \\ **Green Technology Trends Driving the Future: Clean Energy, Digital Transformation, and ESG** \\ \\ Green technology and sustainability market growing rapidly due to clean energy demand, IoT, AI, and ESG investing worldwide.\\ \\ July 28, 2023](https://draup.com/sales/whitepaper/green-technology-trends-driving-the-future-clean-energy-digital-transformation-and-esg) [![Efficiency and Innovation in Industry 4.0](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863b6d2d88facef48495bc8_Efficiency-and-Innovation-in-Industry-4.0---An-Analysis-of-the-Digital-Manufacturing-Market.avif)\\ \\ **Efficiency and Innovation in Industry 4.0: An Analysis of the Digital Manufacturing Market** \\ \\ AI, IoT, and 3D printing will drive the digital manufacturing market in 2023 and are optimizing digital manufacturing operations.\\ \\ July 12, 2023](https://draup.com/sales/whitepaper/efficiency-and-innovation-in-industry-4-0-an-analysis-of-the-digital-manufacturing-market) [![Banner Image](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863b6bd0d5ee207646f303f_The-Semiconductor-Roadmap-for-2023-and-Beyond---The-Future-of-an-Evolving-Indust.avif)\\ \\ **The Semiconductor Roadmap for 2023 and Beyond: The Future of an Evolving Industry** \\ \\ The semiconductor industry will experience revolutionary developments in 2023 and beyond. Stakeholders can shape the future of this dynamic industry by addressing the challenges, capitalizing on opportunities, and fostering collaboration.\\ \\ June 8, 2023](https://draup.com/sales/whitepaper/the-semiconductor-roadmap-for-2023-and-beyond-the-future-of-an-evolving-industry) [![Digitalization-in-Banking](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863b6a60d5ee207646f189a_The%20Future%20of%20Banking.avif)\\ \\ **The Future of Banking: Opportunities for Service Providers** \\ \\ Explore the future of banking as digital technologies reshape traditional banking and enhance customer experiences.\\ \\ April 28, 2023](https://draup.com/sales/whitepaper/the-future-of-banking-opportunities-for-service-providers) [![Digitalization 2022](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863b69548eadce66220bf95_How-Digitalization-and-New-Tech-Drives-the--Rail-Transport-Beyond-2023.avif)\\ \\ **How Digitalization and New Tech Drives the Rail Transport Beyond 2023** \\ \\ Explore the impact of Digital Transformation in Railways, enhancing safety, efficiency, and customer service through technology.\\ \\ December 9, 2022](https://draup.com/sales/whitepaper/how-digitalization-and-new-tech-drives-the-rail-transport-beyond-2023) [![Service Provider Opportunities](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863b6826df8277cdc4ae0ff_The-Automotive-Ecosystem---Service-Provider-Opportunities.avif)\\ \\ **The Automotive Ecosystem: Service Provider Opportunities** \\ \\ Explore the Automotive ecosystem and learn how it influences industry spending and innovation in E-Mobility and automation.\\ \\ August 26, 2022](https://draup.com/sales/whitepaper/the-automotive-ecosystem-service-provider-opportunities) [![Work From Home Trends](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863b66d66cdaffe4265cf51_Work-From-Home-Trends-%26-Emergence-of-Micro-Hubs-(Focus-On-BFS).avif)\\ \\ **Work From Home Trends & Emergence of Micro Hubs (Focus On BFS)** \\ \\ Explore work-from-home trends and the emergence of micro hubs, with a focus on the banking and financial services sector (BFS).\\ \\ July 27, 2020](https://draup.com/sales/whitepaper/wfh-the-rise-of-micro-hubs-how-a-pandemic-is-upending-bfs-working-model) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Transform Workforce Strategy [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) # Future-Proof Your Job Descriptions with Draup’s AI Platform Outdated job descriptions cost you top talent and slow down hiring. Draup’s AI-powered JD Refresh keeps your roles aligned with market realities so you hire faster, smarter, and more strategically. By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) Loved by Analysts Trailblazer in HR Technology ![The joshbersin Company Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a6729b66cf6a68f660_Joshbersian.svg) ![Gartner Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a69126d3e459f94a00_Gartner.svg) 9 mentions in reports and Hype Cycles​ ## Turn JDs Into Dynamic Talent Assets Draup’s AI-powered JD Refresh transforms your job descriptions into living documents that adapt with your business and the market. With access to real-time labor intelligence and automation, your JDs: #### Stay Market-Responsive Reflect evolving roles and technologies across industries #### Attract Top Talent Showcase in-demand, high-impact skills that resonate with candidates #### Remove Irrelevance Eliminate outdated tasks and responsibilities that dilute clarity #### Align with Strategy Support internal mobility, reskilling, and workforce planning goals ##### The result? Job descriptions that compel, convert, and keep you future-ready. ## Why Draup’s JD Refresh Stands Out ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684f9f36f3ffb1954aaad7a3_Icon%201.svg) #### Real-Time Market Intelligence Continuously analyzes postings from 1.5M+ companies to surface evolving roles, skills, and hiring patterns across functions and geographies. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68652b5b592431a1f14f3d70_AI.svg) #### AI-Powered Skill Mapping Identifies obsolete duties, emerging tasks, and the impact of Agentic AI and new tools on how jobs are performed. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6863570a054cdcb65e904c65_Graph-up%20(1).svg) #### Continuous, Scalable Updates Go beyond one-time rewrites. Draup’s built-in version control, stakeholder feedback loops, and collaboration workflows ensure your JDs stay current at scale. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6863570a4dc4da7283831bc3_Handshake.svg) #### Strategic Workforce Alignment Ensure every job description aligns with your broader business goals, from workforce transformation to AI adoption to upskilling initiatives. ## Enterprises do extraordinary things with Draup ##### Real stories. Real Success. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ## PayPal Transforms Talent Intelligence with Draup’s AI-Powered Skill Insights Draup helped PayPal enhance workforce planning, reduce research time, and improve skills-based talent analysis. [Download Case Study](https://draupmedia.s3.us-east-2.amazonaws.com/wp-content/uploads/2024/03/13111942/Case-Study-Talent-PayPal_v1.0.pdf) ## Powered by unparalleled global labor & market data Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Curie AI Solutions [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) ![Curie Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686bbd0fc253a79eed7e49c4_0b316fb25cfc6cf664dcd7382bcb5a13_Curie%20Logo.svg) # Ask Curie Anything An AI Agent for HR teams to - Forecast talent needs - Map skills to business needs - Benchmark against peers - Design future-proof roles - Reskill with precision By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. ![Curie](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686ba8b80d7fbc5c5f3a0f2e_be7b4ad567666c66daddcd197cf3db9e_Curie.png) Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) Loved by Analysts Trailblazer in HR Technology ![The joshbersin Company Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a6729b66cf6a68f660_Joshbersian.svg) ![Gartner Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a69126d3e459f94a00_Gartner.svg) 9 mentions in reports and Hype Cycles​ ## Get the insights you need from labor & market data ###### GRANULAR Continuously updated, regionally relevant, and historically rich workforce data, powered by AI. ###### ACCESSIBLE Delivered through natural-language queries, directly in-platform. No dashboards. No delays. ###### PROPRIETARY Built on Draup’s exclusive skill graphs and role models designed to drive business-aligned HR decisions. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.5M+ Accounts ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667933aa493926f0085975_White%20set%20(14).svg) 850M+ Job Postings ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.5M+ Accounts ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667933aa493926f0085975_White%20set%20(14).svg) 850M+ Job Postings ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 56K+ Technologies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 18K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 120+ Countries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 56K+ Technologies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 18K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 120+ Countries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 56K+ Technologies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 18K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 120+ Countries ## With Curie You Can ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a407e5d6b2911b292c_Icon%2018.svg) #### Diagnose Skill Gaps and Talent Risks Instantly pinpoint capability gaps across regions, business units, and roles. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686c97e366d4caabada9a687_Location%20Green.svg) #### Find the Right Location to Hire or Expand Compare global talent hubs by skill availability, cost-to-hire, and ecosystem maturity. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686c97e3fe666fef5f9c98f3_Graph%20Blue.svg) #### Forecast Talent Needs with Precision Align hiring and reskilling strategies with evolving tech and business demands. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686c97e326e6df8dacd225e2_User-group%203.svg) #### Turn Skills Data into Workforce Strategy Map reskilling journeys and define future-ready roles across functions. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686c98432b1e47681a89cf93_Company%20Yellow.svg) #### Benchmark Talent Against Competitors Gain competitive visibility into org structures, hiring momentum, and talent depth. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686c97e3392303f2fc074d03_Time.svg) #### Get Real-Time Cost Estimates No more external delays. Curie instantly estimates setup costs, hiring costs, and talent availability by location. ## Ask Curie Anything Curie enables enterprises to unlock the full potential of labor & market data with Agentic AI ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686cbe5c0e7ac6d9e8c2d65e_User%20Info.webp) ##### What does it cost to set up an AI engineering office in Houston? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68652b5b592431a1f14f3d70_AI.svg) Skip the consultant lag. Get instant, trusted intelligence. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686d16c419327503976de840_bubble-ext.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686cbe5c0e7ac6d9e8c2d65e_User%20Info.webp) ##### What are the top future roles for inside sales teams in the AI era? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68652b5b592431a1f14f3d70_AI.svg) Stay ahead of disruption with future-focused roles. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686d16c419327503976de840_bubble-ext.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686cbe5c0e7ac6d9e8c2d65e_User%20Info.webp) ##### Which emerging tech hubs offer the best cost-to-talent ratio for AI engineers? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68652b5b592431a1f14f3d70_AI.svg) Make data-backed hiring and location decisions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686d16c419327503976de840_bubble-ext.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686d16c419327503976de840_bubble-ext.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686cbe5c0e7ac6d9e8c2d65e_User%20Info.webp) ##### Which cloud security skills will be critical a year from today? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68652b5b592431a1f14f3d70_AI.svg) Eliminate decision bottlenecks. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686cbd83ee6d9fb84f0940ca_bc3b9683711603bb37a2d1fd504737f6_Phone.webp) ![Curie logo white](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686cf927b7a7aae8a2a45da9_curie%20logo%20white.svg) Optimize Workforce Planning in Real Time Bridge Skill Gaps with Precision Simplify Strategic HR Conversations Transform Skills Data into Competitive Advantage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686cbf0cfc181d20f1b345f0_User%20Info%20(1).webp) ##### Which locations are best for scaling a customer success team? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68652b5b592431a1f14f3d70_AI.svg) Make data-backed decisions across locations and teams. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686d16c419327503976de840_bubble-ext.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686cbf0cfc181d20f1b345f0_User%20Info%20(1).webp) ##### Which skills do our top competitors invest in for cloud transformation? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68652b5b592431a1f14f3d70_AI.svg) Inform reskilling initiatives with competitor-backed data. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686d16c419327503976de840_bubble-ext.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686cbf0cfc181d20f1b345f0_User%20Info%20(1).webp) ##### What’s the external talent availability for GenAI specialists in North America? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68652b5b592431a1f14f3d70_AI.svg) Stay ahead of workforce trends with predictive insights ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686d16c419327503976de840_bubble-ext.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686cbf0cfc181d20f1b345f0_User%20Info%20(1).webp) ##### Which skill transitions offer the highest ROI for Cloud talent? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68652b5b592431a1f14f3d70_AI.svg) Build future-proof teams that drive business growth ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686d16c419327503976de840_bubble-ext.webp) ## Agentic AI + External Data = Real-Time Workforce Strategy No delays, no guesswork. Just answers when and where you need them. ###### WITHOUT CURIE ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb874fea0b97806f3a6b6_Cross-outline.svg) Spend weeks gathering workforce data from multiple sources. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb874fea0b97806f3a6b6_Cross-outline.svg) Use fragmented tools for skills, roles, and location planning. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb874fea0b97806f3a6b6_Cross-outline.svg) Rely on specialized teams to analyze talent data and build models. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb874fea0b97806f3a6b6_Cross-outline.svg) Struggle to align HR plans with business strategy. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb874fea0b97806f3a6b6_Cross-outline.svg) Spend hours building slides and reports for leadership. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb874fea0b97806f3a6b6_Cross-outline.svg) Face delays and data silos that slow strategic response. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb874fea0b97806f3a6b6_Cross-outline.svg) Navigate complex HR tools with steep learning curves. ###### WITH **CURIE** ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) Get instant, AI-generated talent insights using natural language queries. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) Access unified intelligence across skills, org design, and geographies. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) No analysts needed. Curie interprets complex talent data on demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) Translate business goals into actionable, workload-level strategies, in seconds. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) Instantly generate executive-ready insights and comparisons. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) Enjoy always-on access to labor data, skill trends, and peer benchmarks. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) Just chat with Curie. No training required. ## See Curie in Action [![Curie by Draup: Agentic AI for Enterprise Talent & Sales Teams](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686e4281374d109806672840_curie-video.webp)](https://draup.com/curie#) ## For the curious Download **App** aratus [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686c9a0dced6dc325b8ed258_AppStore.svg)](https://apps.apple.com/in/app/curie-by-draup/id6745817992)[![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686c9a0db35c664579e24a48_PlayStore.svg)](https://play.google.com/store/apps/details?id=com.draup.mobileapp) Marie Curie · AI Generated ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Engineering Solutions at Draup [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) [Talent Intelligence](https://draup.com/talent) [Sales Intelligence](https://draup.com/sales) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Company ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) [Talent Intelligence](https://draup.com/talent) [Sales Intelligence](https://draup.com/sales) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Company ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ## Data Science & Technology # Building Applied Intelligence, Engineered for Scale and Impact ### Build What’s Next [Browse Openings](https://draup.com/job-openings/function/engineering) ## Where Deep Tech Meets Real-World Impact ##### Cutting edge just doesn’t cut it. At Draup, we build systems that power AI-driven transformation across global sales and workforce ecosystems. Every tool we use is customized for scale, speed and precision. Pick the right tool, not the trend. Build for the long term. Optimize for impact. This is the stack that powers Draup’s entperprise-grade intelligence. ##### Harvesting ![Redis Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6870932df433ff8ef54a530f_Redis_logo.svg)![Celery Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6870932d52491d81999f15bd_ce217f66d18bb91cb94def24c76751ea_Celery_logo.webp)![Apache Airflow Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6870932de91c5d765c9b21bf_Airflow_Logo.svg)![Playwright Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6870932d4163184571c8e201_Playwright_Logo.svg)![Temporal Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6870932d045b04e53e0d8ccf_9030b9ec5e75f0b19c976996e982b5e1_Temporal_Logo.svg)![MongoDB Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6870932dbe851c7fcc33e22c_MongoDB_Fores-Green.svg)![Node.js Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6870932d39b8fff7d2ced2d8_Node.js_logo.svg)![Prometheus Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6870932d86ed0047255f5b6b_Prometheus_logo.svg) ##### Big Data Engineering ![Trino Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6870945a8a75d1071066c998_Trino-logo-w-bk.svg)![AWS Glue Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6870945aac0efd328656a4f9_Glue.svg)![Delta Lake Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6870932d86ce555ab261dd83_b903be6c2ed0a8a97856d70a94dd3337_Delta_lake_logo.webp)![Python Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6870945a642afb21f877d63b_Python-logo-notext.svg)![Apache Spark Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6870945a92d2354899bca57f_Apache_Spark_logo.svg)![Apache Airflow Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6870932de91c5d765c9b21bf_Airflow_Logo.svg)![AWS EMR Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6870945a68a407c5ad9efd73_EMR.svg) ##### Data Science ![Torch Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687093dbd80dc61144c25293_Torch_2014_logo.webp)![Hugging Face Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687093db39b8fff7d2cf0167_Hugging_Face_logo.svg)![Milvus Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687093db3503e2e6d00f02e7_Milvus-logo-color-small.webp)![TensorFlow Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687093db378c729aab05d762_de39cf63f02cf5ae86eb67e25aa9c63e_TensorFlow_logo.svg)![Keras Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687093db6fe86c0db8185708_e8b352f16bb1da864d315b89e737e76c_Keras_logo.webp)![Scikit Learn Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687093dbd81c5950a2e59614_Scikit_learn_logo_small.svg)![Aws SageMaker Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687093db8415318ad8a9ca68_SageMaker.svg) ##### Gateway ![Django Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687093ec7d5e17473e36bcda_Django_logo.svg)![Celery Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6870932d52491d81999f15bd_ce217f66d18bb91cb94def24c76751ea_Celery_logo.webp)![PostgreSQL Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687093ecccea665b8bc2a9c7_Postgresql_elephant.svg)![Redis Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6870932df433ff8ef54a530f_Redis_logo.svg)![Angular Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687093ecf9791b2b2ef4065f_Angular_logo_(2023).svg)![FastAPI Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687093ec642afb21f877ae14_FastAPI_logo.svg) ##### Application ![React Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6870944ec2e4332e3e86e902_React_Logo_SVG.svg)![Figma Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6870944e6b6a8f6a89dbdd4f_Figma-logo.svg)![Storybook Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6870944e14987ca62028a5b0_storybook-icon-svgrepo-com.svg)![Neo4j Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6870944e20b6327bd2f9f989_Neo4j-logo2024color.webp)![PostgreSQL Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687093ecccea665b8bc2a9c7_Postgresql_elephant.svg)![Django Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687093ec7d5e17473e36bcda_Django_logo.svg)![OpenSearch Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6870944eccea665b8bc2cf48_Opensearch_Logo.svg) ##### Devops ![LiteLLM Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68709435601b2a34a494a08f_LiteLLM_Logo.webp)![AWS Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687094357d5e17473e36dcfa_aws.svg)![Ansible Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68709435512bfc4d69def2ed_Ansible_logo.svg)![Jenkins Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687094358415318ad8a9ec0d_Jenkins_logo.svg)![Terraform Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68709435f9791b2b2ef4213e_Terraform_Logo.svg)![Nagios Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68709435df13c5e7e73c1a3a_Nagios_logo.svg)![Datadog Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68709435f9791b2b2ef42142_Datadog_Logo.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6834266fac3d321263126660_Grid%20Pattern.svg) ## Open Source, Open Impact We believe the best ideas deserve to be shared. From internal tools to full-fledged frameworks, Draup engineers regularly contribute to the open-source ecosystem. #### Draup-django Delete, Update Functionality for Normalised Models [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68820492938f765b10a7c0b2_Github%20Icon.svg)](https://github.com/Draup/draup_django)[![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/688204b8eb053305b1c10c24_PyPi%20icon.svg)](https://pypi.org/project/draup-django/) #### NERD Active Learning Framework for Text Classification and NER [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68820492938f765b10a7c0b2_Github%20Icon.svg)](https://github.com/Draup/NERD) ## Hackathons at Draup ##### Engineering the Future of Enterprise Intelligence Twice a year, we drop everything to build something new. No rules, no limits. Just 48 hours of pure engineering energy. From bold experiments to production-ready prototypes, our hackathons are a celebration of creativity, caffeine, and collaboration. Code. Collaborate. Compete. ![Video preview](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/69394af2c4ab3f03cdab0b15_agentic%20universe.webp) This content is hosted by Vimeo. By clicking, you agree that your data will be shared with Vimeo. ![Video preview](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ca2d2c02770f754389a758_ce37767eae97415f5c12280dc43445ae_Thumb1.webp) This content is hosted by Vimeo. By clicking, you agree that your data will be shared with Vimeo. ![Video preview](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ca2d2db48a722d6fa4386a_Thumb2.webp) This content is hosted by Vimeo. 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By clicking, you agree that your data will be shared with Vimeo. ## Listen To Our Stories At Draup, they trust me to take ownership and make things happen. I feel empowered to make decisions confidently and take the lead to achieve results Sanchit Agrawal, Software Development Engineer IV We have a really young team that brings immense energy to the table. We have a flat hierarchy where we promote thought leadership and even the newest members in the team work directly with the customers. Prakhar Neema, Delivery Manager The time that I’ve been a part of Draup has elevated my skills as a data scientist to a level I still cannot believe. The support I receive has helped me find the right resources to upskill myself. Antara Mukherjee, Associate Data Scientist At Draup, they trust me to take ownership and make things happen. I feel empowered to make decisions confidently and take the lead to achieve results Sanchit Agrawal, Software Development Engineer IV We have a really young team that brings immense energy to the table. We have a flat hierarchy where we promote thought leadership and even the newest members in the team work directly with the customers. Prakhar Neema, Delivery Manager The time that I’ve been a part of Draup has elevated my skills as a data scientist to a level I still cannot believe. The support I receive has helped me find the right resources to upskill myself. Antara Mukherjee, Associate Data Scientist At Draup, they trust me to take ownership and make things happen. I feel empowered to make decisions confidently and take the lead to achieve results Sanchit Agrawal, Software Development Engineer IV ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/688315aa3843d643835613d4_f77b05a203ced37ef60248a072cde777_image%202.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/688315aa301eb638cbf8ba8f_image%206.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/688315aaebef3d86ae7e563e_276694019dec6aca6abda6f5ab541010_image%205.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/688315aa44f4ad8c3a0a36e4_293661e650f6c04586be01bb85294525_image%201.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6883140f583e00dee047c4fd_image%204.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/688315aa217e5b314f1c4407_e08f3bd2b4ec22504d348fa91950ae68_image%203.webp) ## Our Blogs [![Model Context Protocol](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68762d5079c00796695aae8e_TECH-BLOG2%205.avif)\\ \\ **Draup Data Now Available via the Model Context Protocol (MCP)** \\ \\ Access Draup’s intelligence via MCP to power LLMs with real-time data—enabling richer prompts, faster RAG, and easier AI integration.\\ \\ July 15, 2025](https://draup.com/talent/blogs/draup-data-now-available-via-the-model-context-protocol-mcp) [![Hiring Framework](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68594518769c106d1a8bc71c_MicrosoftTeams-image-1-1.avif)\\ \\ **Draup’s Futuristic Hiring Framework: Solving the Profile Recommendation Problem** \\ \\ Explore the benefits of the Futuristic Hiring Framework for efficient talent acquisition and reducing hiring times significantly.\\ \\ June 23, 2023](https://draup.com/talent/blogs/draups-futuristic-hiring-framework-solving-the-profile-recommendation-problem) [![Employee Benefits ](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6870dc86fef838ebdf667cf6_Employee-Benefits-Banner-Image-scaled.avif)\\ \\ **Employee Benefits Study 2023** \\ \\ Explore the Employee Benefits Study to understand the impact of benefits on workplace satisfaction and employee retention.\\ \\ April 13, 2023](https://draup.com/talent/blogs/employee-benefits-study-2023) [View all blogs](https://draup.com/category/engineering) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Draup Job Openings [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) [Talent Intelligence](https://draup.com/talent) [Sales Intelligence](https://draup.com/sales) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Company ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) [Talent Intelligence](https://draup.com/talent) [Sales Intelligence](https://draup.com/sales) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Company ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) # Current Openings Join us to leap from intelligence to Artificial Intelligence LocationBangaloreUSA Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686e119f8e8aa8e6157e09ca_Grid%20Pattern%20(2).svg) ##### Sales [**Business Development Manager - Enterprise Outbound** \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg)\\ \\ Bangalore](https://draup.com/jobs/business-development-manager-enterprise-outbound) [**Vice President of Integration & Strategic Partnerships** \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg)\\ \\ USA](https://draup.com/jobs/vice-president-of-integration-strategic-partnerships) [**Business Development Representatives (BDR)** \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg)\\ \\ USA](https://draup.com/jobs/business-development-representatives-bdr) ##### Engineering [**Senior Data Scientist** \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg)\\ \\ Bangalore](https://draup.com/jobs/senior-data-scientist) [**Quality Assurance Engineer – Automation** \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg)\\ \\ Bangalore](https://draup.com/jobs/quality-assurance-engineer-automation) ##### Marketing No job postings found at the moment. ##### Product Management No job postings found at the moment. ##### Customer Success [**Associate Consultant - Braindesk Sales** \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg)\\ \\ Bangalore](https://draup.com/jobs/associate-consultant-braindesk-sales) [**Associate Consultant** \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg)\\ \\ Bangalore](https://draup.com/jobs/associate-consultant) [**Consultant** \\ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg)\\ \\ Bangalore](https://draup.com/jobs/consultant) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Sales Podcasts [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [Agents](https://draup.com/sales/agents) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) # Podcasts [Talent](https://draup.com/talent/podcast) [Sales](https://draup.com/sales/podcast#) [![Building Precision Marketing Campaigns with AI and Intent Data with Kieran Thakky](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6964e190bb2ec38a9ac16067_Strategic%20Approaches%20and%20Innovations%20in%20ABM.jpg)\\ \\ **Building Precision Marketing Campaigns with AI and Intent Data with Kieran Thakky** \\ \\ September 4, 2025](https://draup.com/sales/podcasts/building-precision-marketing-campaigns-with-ai-and-intent-data-with-kieran-thakky) [![How to Maximize Sales Intelligence for Accelerated Revenue with Asheesh Raina](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6964e17e77b1ad5464ad93bc_How%20to%20Maximize%20Sales%20Intelligence%20for%20Accelerated%20Revenue.jpg)\\ \\ **How to Maximize Sales Intelligence for Accelerated Revenue with Asheesh Raina** \\ \\ July 29, 2025](https://draup.com/sales/podcasts/how-to-maximize-sales-intelligence-for-accelerated-revenue-with-asheesh-raina) [![Strategic Approaches and Innovations in ABM with Rekha Ghosh](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6964e3265234e293e0ae040f_Strategic%20Approaches%20and%20Innovations%20in%20ABM.jpg)\\ \\ **Strategic Approaches and Innovations in ABM with Rekha Ghosh** \\ \\ May 27, 2025](https://draup.com/sales/podcasts/strategic-approaches-and-innovations-in-abm-with-rekha-ghosh) [![Transformation in enterprise tech sales and ABM in the age of AI with Mahesh Raja](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6964e274b169591d9a27263a_Transformation%20in%20enterprise%20tech%20sales%20and%20ABM%20in%20the%20age%20of%20AI.jpg)\\ \\ **Transformation in enterprise tech sales and ABM in the age of AI with Mahesh Raja** \\ \\ January 17, 2025](https://draup.com/sales/podcasts/transformation-in-enterprise-tech-sales-and-abm-in-the-age-of-ai-with-mahesh-raja) [![How to win enterprise sales and ABM in the age of AI with Sameer Shariff](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6964e1601f25c5aef874009a_How%20to%20win%20enterprise%20sales%20and%20ABM.jpg)\\ \\ **How to win enterprise sales and ABM in the age of AI with Sameer Shariff** \\ \\ January 8, 2025](https://draup.com/sales/podcasts/how-to-win-enterprise-sales-and-abm-in-the-age-of-ai-with-sameer-shariff-2) [![Amplify sales success with AI-powered account intelligence with Lesia Nikolaieva](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6964e2a2cff36f375d8e57ee_Amplify%20sales%20success%20with%20AI-powered%20account%20intelligence.jpg)\\ \\ **Amplify sales success with AI-powered account intelligence with Lesia Nikolaieva** \\ \\ January 7, 2025](https://draup.com/sales/podcasts/amplify-sales-success-with-ai-powered-account-intelligence-with-lesia-nikolaieva) [![AI-Driven ABM](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686775592a75a8aa27799aed_NMaximizing%20Enterprise%20Deal%20Conversion%20through%20AI-Driven%20ABM.avif)\\ \\ **Maximizing Enterprise Deal Conversion through AI-Driven ABM** \\ \\ This whitepaper explores the transformative impact of AI-driven Account-Based Marketing (ABM) on enterprise sales\\ \\ August 23, 2024](https://draup.com/sales/whitepaper/maximizing-enterprise-deal-conversion-through-ai-driven-abm) [![Account-Based Marketing](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686777232df66e8977f3be09_AI-Powered%20Targeting%20Techniques%20for%20Account-Based%20Marketing%20Teams.avif)\\ \\ **AI-Powered Targeting Techniques for Account-Based Marketing Teams** \\ \\ Explore AI-powered Account-Based Marketing to identify high-potential targets and tailor your sales strategies effectively.\\ \\ July 19, 2024](https://draup.com/sales/whitepaper/ai-powered-targeting-techniques-for-account-based-marketing-teams) [![Account Planning Tool](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686777ea2df66e8977f4b21b_AI-Powered%20Account%20Planning%20for%20ABM-%20Slash%20your%20Enterprise%20Sales%20Cycle.avif)\\ \\ **AI-Powered Account Planning for ABM: Slash your Enterprise Sales Cycle** \\ \\ Boost enterprise sales with an AI-powered account planning firm. Target key accounts precisely, slash sales cycles, and drive higher conversion rates.\\ \\ July 8, 2024](https://draup.com/sales/whitepaper/ai-powered-account-planning-for-abm-slash-your-enterprise-sales-cycle) [![APAC Outsourcing Services](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68639377ea62e6bf032e8d0c_Charting%20the%20Course%20Strategies%20in%20the%20Evolving%20Landscape%20of%20APAC%20Outsourcing%20Services.avif)\\ \\ **Charting the Course: Strategies in the Evolving Landscape of APAC Outsourcing Services** \\ \\ Best APAC network outsourcing strategies to cut costs, boost efficiency, and stay competitive. Explore trends, talent shifts, and tech shaping the region.\\ \\ December 1, 2023](https://draup.com/sales/whitepaper/charting-the-course-strategies-in-the-evolving-landscape-of-apac-outsourcing-services) [![Transforming Telecom Industry](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686393aeea62e6bf032eacb3_Transforming-Telecom--Key-IT-and-Digital-Investment-Areas-Shaping-the-Industry.avif)\\ \\ **Transforming Telecom: Key IT and Digital Investment Areas Shaping the Industry** \\ \\ Discover the impact of digital transformation in the telecom industry and its importance for operational efficiency and revenue.\\ \\ October 4, 2023](https://draup.com/sales/whitepaper/transforming-telecom-key-it-and-digital-investment-areas-shaping-the-industry) [![Super App Ecosystem](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686393682a5ec0cc4dec53ea_A-Comprehensive-Analysis-of-the-Growing-Super-App-Ecosystem.avif)\\ \\ **A Comprehensive Analysis of the Growing Super App Ecosystem** \\ \\ Uncover the advantages of the Super App Ecosystem, combining multiple functionalities for seamless communication and transactions.\\ \\ September 22, 2023](https://draup.com/sales/whitepaper/a-comprehensive-analysis-of-the-growing-super-app-ecosystem) [![Cybersecurity](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686393908a86dd3aaea1fe79_Securing-the-Digital-Frontier--An-Analysis--of-Cybersecurity-Landscape-and-Trends.avif)\\ \\ **Securing the Digital Frontier: An Analysis of Cybersecurity Landscape and Trends** \\ \\ Cybersecurity is integral to protecting valuable digital assets, maintaining compliance, and ensuring operational continuity.\\ \\ September 8, 2023](https://draup.com/sales/whitepaper/securing-the-digital-frontier-an-analysis-of-cybersecurity-landscape-and-trends) [![Generative AI Landscape](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/686393a28a86dd3aaea218fb_The-Generative-AI-Landscape--A-Comprehensive--Ecosystem-Overview.avif)\\ \\ **The Generative AI Landscape: A Comprehensive Ecosystem Overview** \\ \\ Explore the world of Generative AI and its ability to create unique content like text, images, and audio for various industries.\\ \\ August 22, 2023](https://draup.com/sales/whitepaper/the-generative-ai-landscape-a-comprehensive-ecosystem-overview) [![Green Technology Trends](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68639383ea62e6bf032e93dc_Green-Technology-Trends-Driving-the-Future---Clean-Energy%2C-Digital-Transformation%2C-and-ESG.avif)\\ \\ **Green Technology Trends Driving the Future: Clean Energy, Digital Transformation, and ESG** \\ \\ Green technology and sustainability market growing rapidly due to clean energy demand, IoT, AI, and ESG investing worldwide.\\ \\ July 28, 2023](https://draup.com/sales/whitepaper/green-technology-trends-driving-the-future-clean-energy-digital-transformation-and-esg) [![Efficiency and Innovation in Industry 4.0](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863b6d2d88facef48495bc8_Efficiency-and-Innovation-in-Industry-4.0---An-Analysis-of-the-Digital-Manufacturing-Market.avif)\\ \\ **Efficiency and Innovation in Industry 4.0: An Analysis of the Digital Manufacturing Market** \\ \\ AI, IoT, and 3D printing will drive the digital manufacturing market in 2023 and are optimizing digital manufacturing operations.\\ \\ July 12, 2023](https://draup.com/sales/whitepaper/efficiency-and-innovation-in-industry-4-0-an-analysis-of-the-digital-manufacturing-market) [![Banner Image](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863b6bd0d5ee207646f303f_The-Semiconductor-Roadmap-for-2023-and-Beyond---The-Future-of-an-Evolving-Indust.avif)\\ \\ **The Semiconductor Roadmap for 2023 and Beyond: The Future of an Evolving Industry** \\ \\ The semiconductor industry will experience revolutionary developments in 2023 and beyond. Stakeholders can shape the future of this dynamic industry by addressing the challenges, capitalizing on opportunities, and fostering collaboration.\\ \\ June 8, 2023](https://draup.com/sales/whitepaper/the-semiconductor-roadmap-for-2023-and-beyond-the-future-of-an-evolving-industry) [![Digitalization-in-Banking](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863b6a60d5ee207646f189a_The%20Future%20of%20Banking.avif)\\ \\ **The Future of Banking: Opportunities for Service Providers** \\ \\ Explore the future of banking as digital technologies reshape traditional banking and enhance customer experiences.\\ \\ April 28, 2023](https://draup.com/sales/whitepaper/the-future-of-banking-opportunities-for-service-providers) [![Digitalization 2022](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863b69548eadce66220bf95_How-Digitalization-and-New-Tech-Drives-the--Rail-Transport-Beyond-2023.avif)\\ \\ **How Digitalization and New Tech Drives the Rail Transport Beyond 2023** \\ \\ Explore the impact of Digital Transformation in Railways, enhancing safety, efficiency, and customer service through technology.\\ \\ December 9, 2022](https://draup.com/sales/whitepaper/how-digitalization-and-new-tech-drives-the-rail-transport-beyond-2023) [![Service Provider Opportunities](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863b6826df8277cdc4ae0ff_The-Automotive-Ecosystem---Service-Provider-Opportunities.avif)\\ \\ **The Automotive Ecosystem: Service Provider Opportunities** \\ \\ Explore the Automotive ecosystem and learn how it influences industry spending and innovation in E-Mobility and automation.\\ \\ August 26, 2022](https://draup.com/sales/whitepaper/the-automotive-ecosystem-service-provider-opportunities) [![Work From Home Trends](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6863b66d66cdaffe4265cf51_Work-From-Home-Trends-%26-Emergence-of-Micro-Hubs-(Focus-On-BFS).avif)\\ \\ **Work From Home Trends & Emergence of Micro Hubs (Focus On BFS)** \\ \\ Explore work-from-home trends and the emergence of micro hubs, with a focus on the banking and financial services sector (BFS).\\ \\ July 27, 2020](https://draup.com/sales/whitepaper/wfh-the-rise-of-micro-hubs-how-a-pandemic-is-upending-bfs-working-model) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Decoding Wage Inflation [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) # Decoding Wage Inflation: A Forecasting Model Built for the AI Economy A Framework to Predict, Quantify, and Act on Wage Risks By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) Loved by Analysts Trailblazer in HR Technology ![The joshbersin Company Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a6729b66cf6a68f660_Joshbersian.svg) ![Gartner Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a69126d3e459f94a00_Gartner.svg) 9 mentions in reports and Hype Cycles​ ## Solve Wage Inflation with Strategic Workforce Planning Traditional compensation models assume wage pressures will stabilize as markets cool. But our latest research shows a different reality: structural wage inflation, driven by deep market forces, is reshaping the cost of talent for critical roles such as AI Engineering. Draup’s Wage Inflation Model acts as an early-warning system for HR and workforce leaders. It helps you spot the difference between temporary wage spikes and long-term structural pressure. This enables HR leaders to act early, reskill strategically, and prevent costly backfilling. ## Key Components of Draup’s Wage Inflation Model ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a3514e7f12ec831e6c_Icon%2020.svg) #### Cyclical vs. Structural Wage Inflation Mapping Distinguish temporary wage spikes from persistent inflation tied to tech disruption and labor shifts. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68652b5badbc0f538f2bb8bd_Location%20pin.svg) #### City Tier & Market Dynamics Analysis Assess how wage pressure behaves differently across Tier 1 vs. Tier 2/3 cities using Draup’s Market Saturation Index and Talent Volatility Coefficient. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68652b5b592431a1f14f3d70_AI.svg) #### Multi-Factor Forecasting Engine Quantify wage pressure using a 0–100 score based on lagged demand, compa-ratio, attrition, inflation misalignment, and city tier data. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6863570ae6d564dfe726ea74_White%20set%20(2).svg) #### Role-Based Risk Benchmarking Compare wage pressure by role, geography, and level to inform pay strategy and reduce premium backfilling. ## Why This Matters Organizations that fail to distinguish cyclical from structural wage pressures risk being trapped in reactive hiring strategies. This report arms you with the intelligence to get ahead of the curve, so you can design sustainable talent strategies and protect enterprise margins. ## Powered by unparalleled global labor & market data Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ## Enterprises do extraordinary things with Draup ##### Real stories. Real Success. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Smarter Talent Planning [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) # A Framework for Smarter Talent Planning and Competitive Benchmarking Using Skills Intelligence Identify and Quantify Skills That Drive Real Business Value By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) Loved by Analysts Trailblazer in HR Technology ![The joshbersin Company Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a6729b66cf6a68f660_Joshbersian.svg) ![Gartner Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a69126d3e459f94a00_Gartner.svg) 9 mentions in reports and Hype Cycles​ ## Leverage In-Depth Skill Context to Build Your Workforce Skill mapping as it exists currently often misses the context that defines true skill value. As AI reshapes tasks and roles, HR leaders need deeper insights into how skills are applied and how they translate into business outcomes. Draup’s latest research introduces a more advanced approach: focus on contextualized skill signals and data-driven benchmarking to truly understand workforce capability. Our approach helps HR and workforce leaders move past generic labels like “knows Python” and instead assess how skills are applied, in which domains and industries, and what outcomes they enable. It’s a smarter way to identify gaps, build capability, and future-proof your workforce. ## Key Components of Draup’s Skill Insights ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a407e5d6b2911b292c_Icon%2018.svg) #### Contextual Skill Mapping Identify skill levels from basic competencies to outcome-focused abilities linked directly to ROI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6863570a097c0e149ee84316_White%20set%20(3).svg) #### Domain & Industry Relevance Precisely map how skills uniquely apply across different industries, boosting relevance and accuracy in talent decisions. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685bdedb98e6b0feaa2b6649_Icon%205.svg) #### Workload-Based Benchmarking Benchmark roles by analyzing actual tasks, responsibilities, and tool stacks across industries using Draup’s real-time data from millions of job descriptions and profiles. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686c97e3fe666fef5f9c98f3_Graph%20Blue.svg) #### Outcome-Driven Impact Analysis Measure the direct contribution of specific skills to critical business metrics and strategic objectives. ## Why This Matters Without context, skills are just noise and workforce planning becomes guesswork. Draup’s approach empowers HR leaders to define and track skills that directly align with business goals, identify capability gaps with greater precision, and prioritize development where it drives the most impact. By benchmarking roles against industry peers, organizations can stay competitive in both talent acquisition and upskilling. ## Powered by unparalleled global labor & market data Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ## Enterprises do extraordinary things with Draup ##### Real stories. Real Success. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Close Skill Gaps [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) # Close Skill Gaps with Precision: Framework to Build a Workforce That’s Ready Now Measure, Compare, and Act on Workforce Capability By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) Loved by Analysts Trailblazer in HR Technology ![The joshbersin Company Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a6729b66cf6a68f660_Joshbersian.svg) ![Gartner Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a69126d3e459f94a00_Gartner.svg) 9 mentions in reports and Hype Cycles​ ## Go Beyond Skill Tags and Measure True Proficiency at Scale Most enterprises track what skills exist but not how strong those skills are or whether they’re enough for what the business demands next. Draup’s Skills Proficiency Intelligence model changes that. It brings quantitative, data-backed clarity to one of the most strategic challenges in workforce planning: accurately assessing capability across teams, roles, and regions. Unlike traditional methods that rely on self-assessments or outdated manager reviews, Draup delivers a scalable, comparative view of skill proficiency powered by external signals like resumes, project work, and peer benchmarking. The result? Leaders can close critical skill gaps faster, match people to future roles more effectively, and direct reskilling budgets where they create the most value. ## What’s Inside Draup’s Proficiency Intelligence Model ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a407e5d6b2911b292c_Icon%2018.svg) #### Demand-Side Precision Analyze job descriptions at scale to define what skill strength is actually needed by role, by function, by geography. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6863570a097c0e149ee84316_White%20set%20(3).svg) #### Supply-Side Objectivity Score workforce capability using real-world signals like project context, endorsements, publications, and usage recency. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685bdedb98e6b0feaa2b6649_Icon%205.svg) #### Skill Gap Visibility Identify mismatches between existing and required skill levels, not just by person, but by team, function, or business unit. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686c97e3fe666fef5f9c98f3_Graph%20Blue.svg) #### Quantified Proficiency Scores Move beyond binary skill tags. Compare demand vs. supply to identify weak spots, under-leveraged talent, and role-readiness gaps. ## Why This Matters Enterprises can’t afford to guess at skill strength. As roles evolve, leaders must move from asking if a skill exists to knowing how strong it is and where it falls short. This report helps HR teams align talent decisions with business goals, close critical gaps in areas like AI and Cloud, and gain a competitive edge through data-driven workforce planning. ## Powered by unparalleled global labor & market data Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ## Enterprises do extraordinary things with Draup ##### Real stories. Real Success. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## AI in HR Implementation [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) # Implement AI in your HR Workforce with Draup’s Framework Prioritize, Build, and Scale AI Use Cases in HR By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) Loved by Analysts Trailblazer in HR Technology ![The joshbersin Company Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a6729b66cf6a68f660_Joshbersian.svg) ![Gartner Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a69126d3e459f94a00_Gartner.svg) 9 mentions in reports and Hype Cycles​ ## Turn AI Into Real HR Impact with Draup’s Implementation Framework Generative AI offers big potential in HR, but without a clear roadmap, most teams waste months chasing tools or running pilots that never scale. This report solves that problem. You’ll get Draup’s full 5-step approach to AI in HR, starting from identifying the right use cases to measuring readiness, prioritizing projects, and building a practical implementation plan. It’s designed specifically for HR leaders who need to drive impact, not experimentation. This report shows how to reduce manual work, shift from task-based HR to intelligent automation, and build an internal capability to deploy AI responsibly across functions like recruiting, L&D, and talent management. ## Key Components of Draup’s AI-in-HR Implementation Framework ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6863570ae9b46158258507b2_Satalite.svg) #### Use Case Library and Industry Benchmarking Access a curated library of AI use cases across HR functions such as recruitment, learning, performance, operations, along with adoption benchmarks from top enterprises. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a407e5d6b2911b292c_Icon%2018.svg) #### Skill Cluster and Workload Assessment Identify your HR team’s current strengths and gaps. Learn how existing workloads will evolve with AI and what skills will be needed to support that shift. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6863570ae6d564dfe726ea74_White%20set%20(2).svg) #### Prioritization Framework (Impact-Ease Matrix) Use Draup’s 2x2 matrix to prioritize AI projects based on ease of implementation and business value. Identify low-effort, high-impact “quick wins” to start immediately. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a3514e7f12ec831e6c_Icon%2020.svg) #### Implementation Strategy: Build, Buy, or Borrow Get a flexible path to execution that includes reskilling internal talent, hiring for high-supply roles, or subscribing to best-fit third-party AI tools. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6863570a097c0e149ee84316_White%20set%20(3).svg) #### AI Governance and Risk Management Establish clear guardrails around data privacy, ethical AI usage, and regulatory compliance to ensure long-term success. ## Why This Matters AI adoption in HR is moving fast, but it’s also fragmented. Most teams don’t know where to start, how to evaluate their readiness, or what tech to invest in. Without a structured approach, it's easy to get stuck in pilot mode or overspend on tools without business impact. This report is made for CHROs, HR transformation leaders, CoEs, and digital HR teams tasked with modernizing HR operations. If you’re leading AI strategy or supporting capability-building across the function, this report will give you the clarity and structure you need to lead with confidence. ## Powered by unparalleled global labor & market data Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ## Enterprises do extraordinary things with Draup ##### Real stories. Real Success. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## AI Talent Density Framework [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) # Unlock Strategic Workforce Advantage with Draup's AI-Era Talent Density Framework Measure Skills, Assess AI Readiness, and Drive Strategic Workforce Transformation By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) Loved by Analysts Trailblazer in HR Technology ![The joshbersin Company Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a6729b66cf6a68f660_Joshbersian.svg) ![Gartner Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a69126d3e459f94a00_Gartner.svg) 9 mentions in reports and Hype Cycles​ ## Reimagine Talent Density for the AI Age with Draup's Skills-Centric Framework Traditional talent density focuses on hiring top performers, but this approach fails in the AI era where work itself is being redefined. This report solves that disconnect. You'll get Draup's complete skills-centric framework for talent density, starting from role decomposition and skill mapping to AI exposure assessment and workforce optimization. It's designed specifically for workforce leaders who need to build competitive advantage, not just manage headcount. This report shows how to measure AI readiness across roles, identify recomposition opportunities, and create targeted reskilling strategies that transform your workforce from within. Move beyond hiring elite talent to orchestrating strategic skills that drive business outcomes. ## Key Components of Draup's Talent Density Framework #### Role Workload Layer and Task Decomposition Break down 6,000+ roles into task clusters using Draup's Role Taxonomy and Workload Maps. Understand what work actually gets done and how it will evolve with AI integration. #### Skills Architecture and Mapping Map every task to root, core, and emerging skills through Draup's Skills Architecture. Identify which capabilities drive performance and which will become critical as AI reshapes workflows. #### AI Task Exposure Assessment Label tasks as automatable, augmentable, or human-led using Draup's AI Task Exposure Database. Understand where AI will enhance versus replace human work across your organization. #### Talent Flow and Adjacency Analysis Measure current employee skills and map reskilling pathways using Talent Flow Graphs and JD Intelligence. Identify who can transition to new roles with minimal training investment. #### Talent Density Metrics and Benchmarking Track Skill Density Index, Recomposition Readiness Score, and Talent Density Score against industry benchmarks to measure and optimize your workforce advantage. ## Why This Matters Workforce transformation is accelerating, but most organizations are still thinking about talent density in outdated terms. Without a skills-centric approach, it's easy to get trapped in endless hiring cycles or miss opportunities for internal capability building. This report is made for CHROs, workforce transformation leaders, talent strategy teams, and business leaders tasked with building competitive workforce advantage. If you're leading AI transformation or developing organizational capabilities for the future of work, this framework will give you the precision and insight needed to orchestrate skills strategically. ## Powered by unparalleled global labor & market data Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ## Enterprises do extraordinary things with Draup ##### Real stories. Real Success. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Data Skills for HR [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) # A Playbook for CHROs to Build a Data-Driven, AI-Ready HR Function Equip HR with Data Skills to Lead in the AI Era By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) Loved by Analysts Trailblazer in HR Technology ![The joshbersin Company Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a6729b66cf6a68f660_Joshbersian.svg) ![Gartner Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a69126d3e459f94a00_Gartner.svg) 9 mentions in reports and Hype Cycles​ ## Build HR’s AI Readiness by Embedding the Right Data Skills AI and large language models (LLMs) are transforming business operations, but HR teams remain underprepared to harness these technologies effectively. This playbook outlines five essential data skill areas every HR leader must cultivate, not by creating more data scientists, but by embedding critical capabilities like ethics, statistical literacy, and metrics-driven decision-making into every HR function. Built on insights from MIT, Harvard, and the World Economic Forum, this research helps CHROs lead enterprise-wide transformation by equipping HR to become the function that makes AI work responsibly and at scale. ## What’s Inside the Playbook #### Unique Data Asset Strategy Catalog and leverage HR-specific data, from workforce analytics to behavioral signals, for AI readiness. #### Ethics & Compliance in AI and Data Move beyond policy checklists to real governance frameworks that mitigate AI bias, ensure compliance, and enable responsible adoption. #### Workforce-Wide Statistical Literacy Train every employee to interpret and challenge data, driving more evidence-based HR decisions at scale. #### Data Quality Risk Awareness Develop skills to detect and prevent errors that threaten AI reliability, compliance, and business outcomes. #### Metrics-Driven Culture Create an HR culture where KPIs, performance signals, and talent intelligence inform every strategy and initiative. ## Why This Matters AI won’t replace HR, but HR teams unable to work with AI will be replaced by those that can. This report helps CHROs future-proof their organizations by: - Equipping HR with the right data skills to lead AI transformation - Building credibility with the C-suite through evidence-based strategy - Reducing compliance risks in AI-enabled processes like hiring, evaluation, and workforce planning ## Powered by unparalleled global labor & market data Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities 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![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ## Enterprises do extraordinary things with Draup ##### Real stories. Real Success. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. 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Trusted by 5 of the Fortune 10 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Loved by Analysts Trailblazer in HR Technology ![The joshbersin Company Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a6729b66cf6a68f660_Joshbersian.svg) ![Gartner Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a69126d3e459f94a00_Gartner.svg) 9 mentions in reports and Hype Cycles​ ## The Enterprise HR Challenge ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d388c040fd5a4dc99e18df_Icon-Path-Pink.svg) #### Outdated Planning Workforce plans rely on outdated, narrow data, limiting foresight and slowing response to changing market conditions. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d388c0d2f10e1610698692_Icon-Skills-Green.svg) #### Skills Blindspot Limited visibility into internal and external skills makes it hard to spot gaps, plan ahead, or compete for talent. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d388c013f192377ebbff36_Icon-Mobility.svg) #### Mobility Friction Internal mobility is slowed by structural friction, reducing redeployment speed and leaving talent underused. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d388c0310cd1f9fca8499a_Icon-Search-Blue.svg) #### Reactive Hiring Hiring is largely reactive, with location and compensation decisions often made without strong data or confidence. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Analyzing 25M+ data points daily from 75,000+ sources Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d3e8935dc93878596ab47b_c4c49c517c688326431820a73d1e8fd5_left-decor.svg)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d3e8935dc93878596ab47b_c4c49c517c688326431820a73d1e8fd5_left-decor.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692e7aae17bb2783182e1efc_e886eda25ae241f0b1c49d8fd17c29f7_Tree%201.svg) Data Harvesting ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d3c4974680bf9a8d94d7dc_Icon-doc-Pink.svg) Research Automation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d3c498863b4018d20ee184_Icon-Reset-Pink.svg) Human Curation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d3c4970b5b028baae61238_Icon-User-Pink.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d3b930c85215c7b104c652_582e5a2d5131e618cb987d914c35f15c_combine.svg) Draup Technology & Cognition Engine ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d3b930c85215c7b104c652_582e5a2d5131e618cb987d914c35f15c_combine.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d3c498863b4018d20ee181_Icon-Chip-Pink.svg) ETL Infrastructure ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d3c498e8ebbeda85a63f77_Icon-Insight-Pink.svg) Machine Learning Models ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d3c4971450feaf5d6bcb2f_Icon-Search-Pink.svg) Statistical Inference [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a373cdea0c178e96d4_Nav%20Icon%2010.svg)\\ Workforce Planning](https://draup.com/talent#Workforce-Planning) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d36b47e8ebbeda858f76d9_Icon-Search.svg)\\ Talent Acquisition](https://draup.com/talent#Talent-Acquisition) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d36b47d3de0b4410cf4361_Icon-Organization.svg)\\ Peer Benchmarking](https://draup.com/talent#Peer-Benchmarking) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d36b475c4edd3abdadbbe6_Icon-DegreeHat.svg)\\ University Hiring](https://draup.com/talent#University-Hiring) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a27cb0b3e1c341e8a9_Nav%20Icon%204.svg)\\ Skills Architecture](https://draup.com/talent#Skills-Reskilling) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a373cdea0c178e96d4_Nav%20Icon%2010.svg) Workforce Planning ## Align talent strategy with robust market intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg) ### Track Talent Metrics Monitor trends in talent demand, size across roles and skills to forecast hiring needs. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg) ### Analyze Market Compensation Evaluate median base pay to optimize compensation strategies. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg) ### Monitor DEI Trends Measure your organisation's DEI performance against industry standards. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d36b47e8ebbeda858f76d9_Icon-Search.svg) Talent Acquisition ## Hire smarter, faster and fairer with 360° candidate evaluation and skills-based hiring ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg) ### Identify High-Potential Talent​ Locate top candidates across industries by leveraging data on skills and experience.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg) ### Enhance Candidate Matching​ Leverage power of AI & integrated taxonomies for precise candidate-job alignment and talent acquisition.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg) ### Forecast Skills Availability​ Anticipate skill gaps by analyzing workforce trends and regional talent supply.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d36b47d3de0b4410cf4361_Icon-Organization.svg) Peer Benchmarking ## Compare & optimize talent strategies against competitors & peers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg) ### Benchmark Workforce Metrics​ Benchmark against Peer Value Propositions, Talent Flow & Workforce Distribution & Job Architecture​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg) ### Assess Hiring Competition​ Understand competitors' hiring practices to tailor recruitment strategies effectively.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg) ### Monitor Peer Business & Hiring Strategies​ Track peers business priorities, new ventures, partnerships & hiring trends​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d36b475c4edd3abdadbbe6_Icon-DegreeHat.svg) University Hiring ## Strategic Early Career & University Hiring with Campus Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg) ### Find Fresh ​Talent Identify early-career talent based on degrees, majors, and geographic clusters. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg) ### Org-Academia Partnerships​ Build partnerships with universities to enhance your early-career hiring strategies.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg) ### Track Fresh Talent Hotspots​ Locate universities with high potential for recruiting early talent.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a27cb0b3e1c341e8a9_Nav%20Icon%204.svg) Skills Architecture ## Build an AI-Ready Workforce with Predictive Skills Architecture ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg) ### Optimize Build vs. Buy Decisions​ Analyze the cost-benefit of developing internal talent vs. external hiring.​ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg) ### Close Skills Gaps ​Implement targeted reskilling initiatives to address evolving business needs. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687f2c9660fe40c93869aaa1_Right%20Arrow.svg) ### Reduce Talent Acquisition Costs​ Lower recruitment expenses by investing in workforce development and transformation programs.​ ## Impactful insights, delivered real-time Access insights via API, custom data feeds, the Draup platform or using MCP [![A image describes API Integration](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5fbb0d313863989f_Talent%20Home%201.png)\\ **APIs & Integrations** \\ \\ Best for\\ \\ Embedding live insights in workflows without storing data\\ \\ - Native integrations with 33+ HCM, HRIS, ATS and more, like Workday, SAP Successfactors, etc.\\ - Real-time access to critical data\\ - Enhanced security and data Integrity\\ - Efficient API performance with flexible limits\\ \\ Learn more](https://draup.com/talent/data/api) [![A image describes Custom Data Feed](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743a5d70126026a86144_Talent%20Home%202.png)\\ **Custom Data Feed** \\ \\ Best for\\ \\ Analytics at scale & joining Draup with internal data\\ \\ - Highly customizable feeds for workflow needs\\ - Scheduled pushes to data lakes/warehouses (S3, ADLS, BigQuery, SFTP)\\ - Scalable use cases with the data\\ - Integrates with internal data assets for co-pilots/agents\\ \\ Learn more](https://draup.com/talent/labor-market-data) [![A image describes Draup AI-SaaS Platform](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2743ad17b1f3b9e7b880d_2b96d6882b630cc8f72a05eaff642c8f_Talent%20Home%203.png)\\ **Draup Platform** \\ \\ Best for\\ \\ Fastest time-to-value, \\ \\ no build required\\ \\ - Ready-to-use UI with 200+ productized use cases & workflows\\ - Leverage visualizations & workflows to drive seller action with no overhead\\ - Enterprise controls: SSO, RBAC, governance\\ - Integrates UI & functionality into CRM apps\\ \\ Book a demo](https://draup.com/book-a-demo) [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6915b1809e4e6dbbe661e559_mcp-image.png)\\ **Model Context Protocol** \\ \\ Best for\\ \\ Real-time Al workflows & LLM applications\\ \\ - Native integration with Claude, OpenAl, and MCP-compatible Al tools\\ - Zero ETL, models query live data without pipelines or reindexing\\ - Governed access with token-based scopes, Pll masking, and audit trails\\ - Grounded, real-time data prevents LLMs from generating outdated or inaccurate insight\\ \\ Learn more](https://draup.com/talent/data/model-context-protocol) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) ![Curie Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686bbd0fc253a79eed7e49c4_0b316fb25cfc6cf664dcd7382bcb5a13_Curie%20Logo.svg) ## Agentic AI Has Entered HR. Meet Curie. From insight to action - Curie equips HR to drive growth, not just manage talent. Ask C ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692e72a139e26e113799290e_Send%20Icon.svg) [See Curie in Action →](https://draup.com/curie) ## AI will reshape your workforce. Etter helps you adapt Give your HR teams the ability to see how AI will impact roles, skills, and workloads, and the strategy to prepare for it. [Learn More →](https://draup.com/etter) ![Etter](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd80e25ea3748b39176b1_1769834e8a21a748eb30d73ac4b2cdb6_Etter%20Banner.png) ## How Draup Works ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d5111dea3d440b3152cda4_Icon-Swap-Navy.svg) #### Strategy & Human Curation Location Selection, Workforce Planning, Peers’ talent strategy, Workforce Battlecards, Braindesk+ ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d5111d3843f8d8e2ab108a_Icon-Search_orange.svg) #### Candidate Sourcing Ideal JD, Hiring Channels, Peers’ Hiring Strategies, Talent Mobility, Skills First Hiring, Candidate Profiles, ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d5111d7225665a659edae6_Icon-Skill-Red.svg) #### Skills Transformation Skills Architecture, Skills Transformation, Skills Evolution, Skills gaps, L&D Deficiencies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d5111e8c1e6a4675953a63_Icon-User-Green.svg) #### Human Expertise Supported by a team of expert researchers focusing on in-depth analysis and data accuracy ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Why Draup? ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d271f7ccc2594e0fd0e7aa_Icon-Headphone.svg) ### Ongoing Support Dedicated Account Manager to help you get started and to assist you with custom requirements ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d271f7f1f57379599c89d4_Icon-Diamond.svg) ### Rapid Onboarding Get immediate access to Draup’s data intelligence through our SaaS platform ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d271f7d87f091f0bc0ac16_Icon-Time.svg) ### Near Real-Time Data Refresh Continuously updating data pipelines and real-time dataflow always ensures up-to-date intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d271f776990a168a4ed70c_Icon-Box.svg) ### Agile Deployment New version with features releases every week to address your changing needs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d271f737383734e9ceb47f_Icon-Tag.svg) ### Predictable Fees Single flat rate for selected service with unlimited access, unmetered account usage, & no artificial restrictions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d271f7cb0c64745532227e_Icon-Dots.svg) ### All-Inclusive Subscription One subscription for all our services: web-based platform, Braindesk syndicated reports, & custom reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d271f75d70126026a7c740_Icon-WayBoard.svg) ### Flexible To Evolving User Needs Get custom intelligence as per your changing priorities using the platform or through our Consultants ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d271f7027b2349253ffc86_Icon-Swap.svg) ### Granular Taxonomy A comprehensive and adaptable taxonomy that incorporates job descriptions, skills, and industry trends ## Enterprises do extraordinary things with Draup Real stories. Real Success. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Talent Strategy Acceleration [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # Scaling post-acquisition talent strategy for a $7.4B exchange market leader Explore how Draup boosts hiring, offers, and location strategy. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440582100a3a09ce165d_Icon-user.svg) 9000+ Employee Count ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406b7cd9129596beac3_Icon-doller.svg) $7.4 Bn Revenue ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406c7057d6b23b7f211_Icon-factory.svg) Financial Services Industry ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440592f0256f7d6a6e69_Icon-pin.svg) New York, U.S. Headquarters ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## About the Company A major global financial services leader, valued at $7.4 billion, the company operates significant exchanges in North America and Europe, employing over 9,000 individuals. It is a top-tier exchange operator, facilitating global capital markets and expanding into fintech solutions. ## Before Draup ##### 1 ### Scaling People Strategy Pressure to rapidly scale its people strategy for new markets and capabilities. ##### 2 ### Surging Talent Demand Rising demand for AI/ML, regulatory, and risk-management talent. ##### 3 ### Visibility Constraints Persist Limited visibility into skill availability, location options, and competitive signals. ## The Core Challenges ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687de36461c0efc7fbfc5b65_Feature%20Icon%206.svg) To secure scarce AI/ML, regulatory, and risk management talent amid intensifying competition. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687de3643ff0c58c1c0690d5_Feature%20Icon%204.svg) To identify global hubs that balance cost, skills, diversity, and long-term scalability needs. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687de3642b2de70fbe6b326b_Feature%20Icon%203.svg) To gain intelligence on peer hiring patterns, EVP positioning, and compensation strategies. ## The Solution Financial Risk Manager ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db5d3341843b1e0c029555_send-icon.svg) PROFILE ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68da81187a142bbf079893ce_a6ee201f82dde602432cfb239804445c_Profile%20Card.svg) LOCATION ANALYSIS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db673f4382bb971c6a561a_e7698e0916612e5541b65c9bd418b4ca_Location.svg) TALENT MARKET INSIGHTS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68da81182c54ccba62f8e1b3_72dfe466051cc08ab9abc771e383887c_Market%20Insight.svg) CAREER PATHS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68da8118ac4c6573d1dd4729_a5111dcbf840a49525c45c7bbbe7855e_Career%20Path.svg) DATA INTEGRATION ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68df574763d2428a226659b1_c6d5b4ae5b4f54bfa47e4cf515e785fa_cs-integrations.svg) TECH STACK ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68df974a683ba7f00386685b_bb751b7545975ea9b756b62b68d96eb0_cs-stack.svg) 01 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68da8004edd9b00e3d241692_cs-user.svg) Talent Mapping Identified AI/ML, regulatory, and risk skill pools in high-potential global hubs. 02 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68da80058a31a2f0abfd6274_cs-location.svg) Location Strategy Evaluated cities balancing cost, skill depth, diversity, and scalability. 03 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68da80048637912748172772_cs-search.svg) Competitive Benchmarking Analyzed peer hiring trends, EVP messaging, and compensation. 04 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68da80047fe7359ede8943c8_cs-up.svg) Execution Speed Enabled faster, data-driven workforce planning across new acquisitions. ## Outcome ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db59347578095bcb4adb4a_Icon-Rocket-Pink.svg) #### Faster Hiring Reduced time to identify and secure AI/ML, regulatory, and risk talent in competitive markets. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db59330984651084f13cb7_Icon-Up-Green.svg) #### Stronger Offers Benchmarked competitors to refine EVP messaging and compensation strategies. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db5934e47bd5ffa5734cd1_Icon-Pin-Yellow.svg) #### Smarter Location Decisions Selected global hubs balancing cost, skills depth, diversity, and scalability. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db5934c0ec2d8d65f8832f_Icon-Globe-Blue.svg) #### Future-Ready Workforce Built a scalable framework to support continued fintech expansion. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Powered by unparalleled global labor & market data ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5700+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## Skills Reinvention Framework [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) # Navigating the Skills Reinvention Cycle: 4-Steps to Operationalize Dynamic Skills Architecture A framework to close skill gaps faster, embed emerging skills, and build resilient teams By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. Trusted by 5 of the Fortune 10 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6758d461923ec01e51b_microsoft-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bf426edb6370bc7b_Pepsico-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e67400cc00136cc0fb27_Paypal-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e6744c3b0fcc4ab64d9e_shopify-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674b81010826a209f13_pfizer-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674fcb1bf155fef1070_vodafone-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e675277f945935171c0c_Nokia-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674d6e84cd2a61337d1_intuit-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674bc3033e10e622c36_moderna-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674c71b557b11bc3140_BT-logo.webp)![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6850e674e411fbe73398e8b3_Albertsons-logo.webp) Loved by Analysts Trailblazer in HR Technology ![The joshbersin Company Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a6729b66cf6a68f660_Joshbersian.svg) ![Gartner Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/692ea4a69126d3e459f94a00_Gartner.svg) 9 mentions in reports and Hype Cycles​ ## Stay Ahead of Skill Gaps with Dynamic Skills Architecture The half-life of skills is collapsing from five years to just 18 months. This accelerated pace means organizations are hiring for yesterday’s jobs, while job descriptions remain packed with Sunset Skills (declining) and outdated practices. At the same time, Sunrise Skills (emerging skills), like AI orchestration, prompt engineering, and predictive analytics, are rapidly emerging as must-haves. Draup’s latest report breaks down the skills reinvention cycle and exposes the biggest pitfalls. It gives HR and business leaders a step-by-step playbook to align roles, skills, and workforce planning in today’s cycle of disruption. ## 4 Steps to Operationalize Skills Architecture Framework Factoring in Sunrise and Sunset Skills #### Develop a Dynamic Skills Taxonomy Build or adopt a living taxonomy that evolves with emerging and declining skills, ensuring consistent tracking and categorization. #### Benchmark with External & Internal Assessments Use peer benchmarking and internal mapping to identify skill gaps and highlight where existing roles are most at risk of obsolescence. #### Track Sunrise & Sunset Skills in Real Time Leverage job postings, demand signals, and market intelligence to continuously monitor which skills are rising, declining, or plateauing. #### Update Job Architectures & Profiles Continuously Embed Sunrise & Sunset insights into job families, role descriptions, postings, and employee profiles to ensure your workforce design reflects the market reality. ## Why This Matters Ignore the shrinking skills half-life, and your enterprise pays the price. Outdated technologies creep in. Roles go stale. Millions vanish into backfilling mismatched talent. But with a dynamic skills architecture, everything changes. Reskilling cycles shrink to the 18-month half-life. Roles stay relevant across job functions. Learning pathways connect directly to strategy. Hiring becomes forward-looking, not stuck in the past. ## Powered by unparalleled global labor & market data Powering 80+ Machine Learning models and 12+ Psychology models ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant. ###### ACCESSIBLE Data exchange and APIs, platform or a combination. ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666d4f3fa1a52f893600cb_White%20set%20(9).svg) 185K+ University Professors ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08309c1d7f59408f88_factory.svg) 33 Industries ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f312eba165e454a8402_White%20set%20(10).svg) 1000+ Custom Talent Reports ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68666f74aae75e0f8ed8fe7c_Book%202.svg) 200K+ Courses ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc082cadbd3bcc9dc357_diamond.svg) 3200+ Roles ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5800+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08146e6b0f14847b63_company.svg) 54K+ Universities ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08adaedb182586fed1_stack.svg) 100+ Labor Databases ###### GRANULAR AI-enabled data updated continuously, historically available, and regionally relevant ###### ACCESSIBLE Data shares and feeds, software, professional services, or a combination ###### PROPRIETARY Unique taxonomies and methodologies providing insights that drive proven results ## Enterprises do extraordinary things with Draup ##### Real stories. Real Success. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6877accb74581a1867c91834_Brian%20Heger.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854ed1b2876b66d7e797472_Jennifer%20Basdekis.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6853e1edd69f929e6ba8b3fe_Intuit.svg) With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered. Jennifer Basdekis Staff Talent Intelligence Consultant ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854430b916fb0a281e3a66b_Josh%20Bersin.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1d4370ace11a21a5dbc_The%20Josh%20Bersin%20Company.svg) Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI. Josh Bersin Founder and CEO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/685442e0824b969882cd537a_Sam%20Fletcher.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6854e1eee5150f174a16f230_Paypal.svg) Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days. Sam Fletcher Former Head of Talent Intelligence ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/6865045d240bd40ef5201d77_Vincenzo%20Cozzolino.avif) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68650201ab4269a44f0afa5e_Leonardo_logo.svg) Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends. Vincenzo Cozzolino Head of People Strategy & Governance ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f393c/68788de8e5f83e62ca4dda62_Talet-Edge-Weekly-Logo-New.avif) Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results. Brian Heger Founder of Talent Edge Weekly ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/) ## FMCG Workforce Transformation [![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683065604692de3e7ea8e45e_Size%3DSmall%2C%20Color%3DRegular.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) [![Draup Logo White](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/683fc69a4490ee1554e0272a_bc83f357165b6136b8e341bacd1fe668_Draup%20Logo%20White.svg)](https://draup.com/) Solutions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Agents ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Data & APIs ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) Resources ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686f412bad3f5754f5a265d6_Chevron-down.svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd56bf3500bc805a07197_BannerGrid.svg) # Driving skills transformation for a $91.7 B New York based global soft-drink giant Explore How Draup AI Reshaped Skills, Strategy, And Leadership for an FMCG Leader ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440582100a3a09ce165d_Icon-user.svg) 319,000+ Employee Count ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406b7cd9129596beac3_Icon-doller.svg) $91.75 Bn Revenue ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d24406c7057d6b23b7f211_Icon-factory.svg) FMCG Industry ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d2440592f0256f7d6a6e69_Icon-pin.svg) New York, U.S. Headquarters ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## About the Company Valued at $91.75 billion, this global FMCG leader offers a diverse portfolio of iconic food and beverage brands. Guided by innovation, sustainability, and evolving consumer preferences, it continues to shape the industry through high-quality products and bold strategic growth. ## Before Draup ##### 1 ### Evolving Skill Landscape Limited visibility into emerging and core role-based skills ##### 2 ### Leadership Gaps Effectiveness assessments lagged behind industry benchmarks ##### 3 ### Capability Misalignment Workforce skills not fully aligned with digital and market shifts ## The Core Challenges ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db5934c0ec2d8d65f8832f_Icon-Globe-Blue.svg) Identify core, emerging, and future skills to meet global demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d388c013f192377ebbff36_Icon-Mobility.svg) Evaluate leadership effectiveness against peers and succession needs. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d388c040fd5a4dc99e18df_Icon-Path-Pink.svg) Align workforce strategy with business priorities and digital growth. ## The Solution Food Safety & Quality Director ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db5d3341843b1e0c029555_send-icon.svg) PROFILE ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e49dbdd3f2f36a52cb731f_ProfileCard%20FoodSafety.svg) LOCATION ANALYSIS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db673f4382bb971c6a561a_e7698e0916612e5541b65c9bd418b4ca_Location.svg) TALENT MARKET INSIGHTS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e49dcb41fbc1d37d1bf1b0_Insights%20FoodSafety.svg) CAREER PATHS ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e49eeef0ef33db23cc889c_e880f1b1453aaad9e626528c1bd3b548_Path%20Foodsafety.svg) DATA INTEGRATION ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68df574763d2428a226659b1_c6d5b4ae5b4f54bfa47e4cf515e785fa_cs-integrations.svg) TECH STACK ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e49ddcf9524a87f416fe18_Stack%20%20FoodSafety.svg) 01 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68e4d39d288afa67f9db1b0d_User-group%20Green.svg) Skills Trends & Workforce Planning Mapped core, emerging, and future skills to align with evolving industry needs. 02 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a407e5d6b2911b292c_Icon%2018.svg) Skills Classification & Clustering Structured skills into job families, enabling targeted learning and career growth. 03 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68da80048637912748172772_cs-search.svg) Leadership Benchmarking & Insights Benchmarked leadership effectiveness against peers to refine succession planning. 04 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68652b5b86738b1269ec12bb_Techstack.svg) Integrated Data Delivery Provided a robust data asset with seamless API-enabled workforce integration. ## Outcome ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68652ba9e67fb982a0815b1b_Frame%20427319478.svg) #### Strategic Workforce Transformation Built a centralized skill repository, enabling identification of gaps and targeted reskilling/upskilling. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68db5934c0ec2d8d65f8832f_Icon-Globe-Blue.svg) #### Future-Ready Talent Development Fostered continuous learning and adaptability to meet evolving global demands. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687de364b092ff417682e0e4_Feature%20Icon%201.svg) #### Stronger Alignment Integrated workforce planning with business priorities, digital capabilities, and future growth goals. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d388c013f192377ebbff36_Icon-Mobility.svg) #### Leadership Effectiveness Strengthened leadership pipeline with benchmark-driven insights. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd65fdde7dbf8797d40b7_CenterTopGrid.svg) ## Powered by unparalleled global labor & market data ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68667074faaf702cdfcc6b7d_White%20set%20(12).svg) 19K+ Skills ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc087a8e7387b42d02a0_user-group.svg) 1B+ Professionals ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fdc08587d2b689eb3034f_location-pin.svg) 5700+ Locations ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670717f507d2d41b47b43_White%20set%20(13).svg) 1.6M+ Peer Group Companies ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686230a2f33de14b89350a3c_Nav%20Icon%205.svg) 1B+ Job Descriptions ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/686670c18d05496fba1f1c18_56744b6a2080d8fa778cdae2a850c2d6_Swap%20products.svg) 4M+ Career Paths ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/687dd70fcbd473c15905506d_CenterTopGridDark.svg) ## Data Trust & Methodology at Draup Draup uses a structured methodology to reduce inaccuracies and prevent misleading information, with a focus on transparency and responsible data practices. ##### 1 ### Data Transparency and Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Draup sources data from diverse, vetted global inputs including public datasets, labor information, professional ecosystems, and industry research. Coverage varies by region and role, and we supplement limited areas with alternative sources and analyst-led modeling. ##### 2 ### Profiles Behind the Numbers ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) All aggregate insights related to buyers, roles, skills, and locations are grounded in structured, anonymized human and organizational profiles rather than pure extrapolation. This ensures context, reliability, and protection of personal identities. ##### 3 ### Data Hygiene and Integrity ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) We maintain a clean, accurate data environment by removing duplicates, outdated entities, and invalid records. Automated checks powered by ML models and analyst reviews work together to ensure clarity and accuracy for every entity, such as buyer, role, skill, technology, or company. [Learn more](https://draup.com/talent/blogs/technology-at-draup) ##### 4 ### AI Governance and Bias Mitigation ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Our governance framework combines automated evaluations with Human-in-the-Loop reviews. We use statistical checks, audits, and cross-source comparisons to reduce demographic and structural bias before insights reach the platform. ##### 5 ### Compensation Guardrails ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) Compensation insights use blended, directional inputs such as aggregated ranges, benchmarks, modeled distributions, and market signals. We distinguish clearly between modeled and reported data and apply guardrails to prevent over-interpretation. ##### 6 ### Hourly and Frontline Workforce Coverage ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68809931fd807f57b3523c1b_Chev%20Down.svg) For hourly, frontline, and blue-collar roles where digital visibility is limited, we incorporate government datasets, localized labor information, and specialized partners to build a more complete and balanced view of workforce supply and demand. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14504cb6c336898e5_SOC%202.svg) SOC 2 ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1ea3d440b3153305a_GDPR.svg) GDPR ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f1410e372a53228a7a_ISO.svg) ISO ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68d511f14d0fd855360a556c_EAIGG.svg) EAIGG ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/685cb9e5d0f8c3f8b9b466f9_0_Primary%20set%20(5).svg) ### Ethical AI, Backed by Global Standards Draup, an AI-first company, upholds global standards like SOC 2, GDPR, and ISO 27001. As an EAIGG member, we audit for bias and build trustworthy AI. ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684fa85ece6b9bae00c5cc74_CTA%20Section.svg) ## Ready to see results? #### **Drive better decisions with unmatched, real-time data & agentic intelligence** By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties Thank you! Your submission has been received! Oops! Something went wrong while submitting the form. [![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/68ad8346fa8c2b86a00bab77_g2.svg)](https://www.g2.com/products/draup-for-talent/reviews) ![](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/684faab93229bf45a393c2e6_Grid%20Pattern%20(1).svg) ![Draup Logo](https://cdn.prod.website-files.com/682f4a95a7b1269a067f38df/6833f7de253d2642e090d206_draup-logo-white.svg) [Ⓒ 2026 Draup. All Rights Reserved.](https://draup.com/) [Sitemap](https://draup.com/sitemap) [Llms.txt](https://draup.com/llms.txt) [Twitter](https://x.com/DraupPlatform) [LinkedIn](https://www.linkedin.com/company/draupplatform/)