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Industrial AI
at the Edge.

One platform. Every process. Your data stays yours. Arkwright brings agentic AI and real-time intelligence to the plant floor — no cloud required.

You're on the list. We'll be in touch.

No commitment. Limited deployments available.

hub.arkwright.local
Core
Hub
Visualizer
Trends
AI
Assistant
Intelligence
Process Overview
Live · 14:32:07
98.4%
OEE Score
1,247
Tags Active
2
Alerts
Motor Temperature — Line 3 (°C)
AI Detection: Bearing wear pattern on Pump 4 — 87% confidence. Maintenance recommended within 72h.
Agentic AI One Source of Truth Edge-First Architecture Real-Time Data Analysis Zero Data Egress Predictive Maintenance PLC Integration ISO 9001 · 27001 · 8000 Computer Vision Semantic Search Process Intelligence Air-Gapped Deployment Agentic AI One Source of Truth Edge-First Architecture Real-Time Data Analysis Zero Data Egress Predictive Maintenance PLC Integration ISO 9001 · 27001 · 8000 Computer Vision Semantic Search Process Intelligence Air-Gapped Deployment
The Platform

Everything your
operation needs.

From raw PLC data to AI-generated insights — Arkwright unifies every layer of your industrial operation into a single, intelligent platform.

Agentic AI Analysis
AI agents that continuously monitor your process, surface anomalies, and recommend actions — without waiting to be asked.
PLC Data Collection
Native EtherNet/IP, OPC-UA, Modbus, and Siemens S7 support. Every tag, every millisecond, stored in your on-site historian.
One Source of Truth
All process data, documents, maintenance records, and AI insights unified in a single platform — no more siloed systems.
Predictive Maintenance
Computer vision damage assessment and ML failure scoring. Know what's going to break before it does.
Compliance Built-In
ISO 9001, 27001, and 8000 compliance across every service. Every action logged, every data point traceable.
Real-Time Dashboards
Grafana-powered visualizations with per-widget AI analysis. Build custom dashboards in minutes, not months.
Problems Solved

What changes
with Arkwright.

Without

Your shift logs are on paper. The incoming team spends the first 20 minutes figuring out what happened.

→
With Arkwright

Digital handovers are instant. The incoming team opens the logbook and knows exactly where things stand.

Without

A piece of equipment fails. Nobody saw it coming and the repair costs three times what maintenance would have.

→
With Arkwright

The maintenance inbox flagged it two days ago with a confidence score. The part was already ordered.

Without

You know something changed in the process last Tuesday but finding it means scrolling through spreadsheets for an hour.

→
With Arkwright

Ask Trends. It shows you exactly when it changed, how fast, and what else moved at the same time.

Without

Your SOPs, manuals, and engineering drawings are spread across shared drives, email threads, and someone's desktop.

→
With Arkwright

Everything is indexed and searchable. Ask a question in plain English and get the right document in seconds.

Without

Your production data lives in the cloud. Your IT team, your legal team, and your clients all have questions about that.

→
With Arkwright

Your data stays on your hardware, inside your facility. Nobody accesses it unless you say so.

Without

An anomaly happens at 2am. Nobody finds out until the morning shift walks in.

→
With Arkwright

A notification hits the on-call manager's phone the moment the threshold is crossed.

Software

12+ apps.
One platform.

Four core apps included with every deployment. Expand with intelligence, maintenance, analytics, and compliance modules — all from the integrated App Store inside the Hub.

View full documentation
Included
Hub
Central OS & App Store
Included
Collector
PLC data historian
Included
Drive
AI document management
Included
Visualizer
Real-time dashboards
Add-On
Analyst
Natural language analytics
Add-On
Trends
Anomaly detection
Add-On
Assistant
Agentic AI interface
Add-On
Intelligence
RAG & vector search
Suite
Maintenance
Predictive AI maintenance
Hardware

The Arkwright
Box.

A purpose-built industrial edge server that runs the entire Arkwright stack on your plant floor. No cloud dependency. No data egress. Full intelligence, entirely on-premise.

Hardware specifications
Your PLCs & Sensors
Allen-Bradley · Siemens · Modbus · BACnet · Legacy
EtherNet/IP · OPC-UA · Modbus
Arkwright Edge Server
Industrial-grade · Configurable to your environment
10GbE
Arkwright NAS
Hot-swap storage · RAID 1/5/6/10 · Up to 144TB
Data Sovereignty

Your data.
Your rules.

Three configurable sovereignty tiers. Choose the level of control that matches your security posture and regulatory requirements.

Tier 1 · Recommended
Pure Edge
100% on-premise. Air-gapped deployment. Your data never leaves the facility — not even for AI inference.
All compute on the Edge Server
Air-gapped or local network only
Zero cloud dependency
Full data sovereignty
Tier 2
Sovereign Cloud
Data stays on-site. AI inference optionally offloaded to a sovereign cloud partner via encrypted VPN or ZTNA.
Data stored on-premise
VPN / ZTNA connectivity
Sovereign AI compute partner
Enhanced AI capabilities
Tier 3
Hybrid
Chunked, anonymised data processing via cloud APIs. Maximum AI capability with configurable data controls.
Configurable data controls
Cloud API integration
Maximum AI capability
Full audit trail maintained
Built by Industry

Built by people
who've been there.

Arkwright is built by people with over 40 years of experience in industrial and manufacturing environments. Our team has worked across some of the most demanding and complex facilities in the world.

From mines to steel plants, foundries to construction sites for airports and railways, we've been on the ground floor optimizing processes for four decades. We understand the challenges you face because we've faced them ourselves.

Now, we're taking that deep industry knowledge and merging it with the power of artificial intelligence to create a product that identifies optimization opportunities across multiple industries, helping businesses improve production and make data-driven decisions.

Industries we've worked in.

Mining Operations Hydrometallurgical Mineral Processing Construction Projects Ferrous Industries Recycling Non-Ferrous Industries Heavy Manufacturing
Early Access

See your process
clearly.

We're working with a select group of industrial operators to deploy Arkwright. Request access and our team will reach out to discuss your operation.

You're on the list. We'll be in touch shortly.

No commitment required. Limited deployments available.