Fleet data is moving from visibility toward controlled action

SmartDrive is connecting vehicle, driver, and operational data across mixed fleets while linking those records to insurance, payments, parking, maintenance, and fleet-management services. CEO Koji Watanabe described the opportunity in the context of Japan’s fragmented mobility sector, where automakers, workshops, insurers, leasing firms, and operators often hold separate pieces of the operating picture.

The company’s approach collects operational data from vehicles and drivers, then turns it into algorithms and services for mobility partners. It is designed to work across brands and vehicle types rather than forcing a corporate fleet to run a separate system for each manufacturer.

The immediate implication is architectural rather than promotional: fleet efficiency is limited when driving behavior, maintenance condition, insurance events, contracts, and daily operations cannot be correlated. SmartDrive’s proposition is an interoperability layer, but customers will still need governance for cross-party data rights, identity, and use of derived scores.

Webfleet will present Fleet Insights and Asset Management 360 at IAA Transportation 2026 in Hannover. Fleet Insights compares key performance indicators and trends against more than 200 anonymized fleet profiles matched by fleet size, vehicle mix, industry, geography, and road use.

The service builds on Webfleet Fleet Advisor, which lets users ask questions of fleet data and move from a dashboard insight into deeper analysis. Asset Management 360 extends the same operating view to vehicles, trailers, powered equipment, and non-powered assets, including containers and small trailers tracked by the LINK 330 device.

Fleet Insights is available across Webfleet markets, while AI-powered recommendations in Fleet Advisor are planned for a later update. The operational distinction matters: benchmarking can identify a performance gap now, but root-cause recommendations still need to be tested against a fleet’s own routes, vehicle mix, and maintenance practices.

Einride launched Flip AI as an agent for electric fleet operations. The product is intended to help operators manage electric-truck deployment, charging, and operational decisions in one workflow rather than treating charging as a separate infrastructure project.

Flip AI sits within Einride’s broader software stack for electric freight, which uses fleet data to coordinate routes, battery condition, vehicle availability, and charging requirements. Einride presents the tool as a decision layer that can turn operational constraints into recommended actions for fleet teams.

The practical risk is that electric-fleet recommendations are only as reliable as the operating data behind them. A fleet still has to account for payload, weather, grade, charger availability, dwell time, battery degradation, and customer time windows before allowing an agent to influence dispatch.

Motive announced Motive Maintenance to connect fault codes, inspection defects, work orders, repair spend, telematics, and fuel-card data. The launch comes as Motive and FreightWaves Research report that rising maintenance and repair costs are the leading operational challenge for 80% of surveyed fleets.

The system translates a vehicle alert into plain-language diagnostic context and a severity ranking, then turns the alert into a work order that a shop can prioritize. Motive also uses fuel and maintenance records together to calculate a more complete cost-per-mile view for each asset.

The research found that only 13% of respondents described their fleet systems as well integrated, while 67% struggled to predict vehicles at risk of failure or unplanned downtime. Motive cited 8.7 days of unplanned downtime per vehicle annually and $448 to $760 in daily lost productivity, while noting that these are research and benchmark figures rather than a guarantee for every fleet.

TFI International plans to introduce autonomous Class 8 trucks in its less-than-truckload linehaul operations in 2027, working with an undisclosed autonomous-technology developer. The Montreal-based carrier ranks No. 6 among North America’s largest for-hire carriers, and its LTL unit ranks No. 8 in the segment.

Analysts quoted by Transport Topics describe terminal-to-terminal linehaul as a logical starting point because routes are predictable, highway-oriented, and involve relatively few touch points. TFI’s finance chief also pointed to the possibility of longer operating hours and improved fuel efficiency, while one industry executive questioned whether the economics would be attractive.

The announcement is a planned deployment, not evidence of driverless scale today. The operating question is whether TFI can keep autonomous lanes full, manage terminal handoffs, support exceptions, and achieve enough utilization to offset technology, supervision, maintenance, and insurance costs.

Automotive Fleet describes five fleet professionals using AI-assisted “vibe coding” to build internal tools without traditional programming skills. Gothic Landscape’s Ernie Garcia created a vehicle-specification program that combines spreadsheets and automaker order guides and produces customizable, printable outputs.

The same approach is being used for total-cost-of-ownership calculators, policy reviews, agreement comparisons, replacement prioritization, vehicle assignment, and return-condition documentation. Garcia reported that a task once taking as much as 80 hours could take about 30 minutes after the workflow was redesigned with AI assistance.

The article also stresses the control problem: generated code can look correct while being wrong, and users need enough technical understanding to test it. The strongest pattern is small-scope automation first, with human review before the tool touches vehicle, financial, or compliance decisions.

A Cyprus Shipping News report compiled assessments from maritime ICT, security, and technology executives about the growing cyber exposure of connected vessels and shore operations. The report describes vessels as data-rich nodes tied to corporate IT, cloud systems, remote maintenance portals, suppliers, and navigation infrastructure.

The risk picture includes GNSS jamming and spoofing, attacks on operational technology, vendor-account compromise, remote-access exploitation, and business-email fraud. Industry figures cited in the report include a 103% year-over-year increase in maritime cyber incidents, a 150% increase in attacks targeting maritime OT, and average ransomware losses above $10 million in direct and indirect damages.

The strategic implication is that fleet cyber resilience is also navigation, safety, continuity, and board governance. Maritime operators are being pushed toward joint ship-and-shore controls, threat-bulletin monitoring, supplier escalation paths, and continuous updates to their safety-management systems.

Ayvens India and Asia leader Suvajit Karmakar described fleet strategy as a business lever for resilience, sustainability, employee mobility, and productivity rather than a narrow fuel-and-mileage function. The interview emphasizes diversified powertrains, telematics, rightsizing, and flexible tenure decisions.

The proposed Total Mobility Cost formula includes depreciation from usage, fuel or energy, maintenance, downtime, insurance, driver productivity, and carbon cost. Karmakar also described an agrochemical customer that used telematics to optimize territory coverage and travel efficiency for field-sales and technical teams in dispersed rural markets.

This approach changes the planning unit from a vehicle purchase to an operating portfolio. The right decision may be a higher-cost vehicle with lower lifecycle exposure, a smaller fleet with better utilization, or a mixed-energy fleet that reduces dependence on one volatile fuel source.

California Senate Bill 1213 cleared both legislative chambers and was sent to Gov. Gavin Newsom. The bill would require manufacturers to disclose vehicle pricing as a condition of participating in state zero-emission incentive programs such as the Hybrid and Zero-Emission Truck and Bus Voucher Incentive Project.

The measure addresses the difficulty fleets and financing institutions face when comparing real commercial-vehicle prices and the effect of public incentives. TruckingInfo cites International Council on Clean Transportation analysis showing that the median U.S. battery-electric Class 8 tractor price rose 27% between model year 2020 and the study period.

For fleet planners, the possible outcome is better visibility into whether incentive dollars reduce acquisition cost or are absorbed by vehicle pricing. It would not remove the need to model charging, payload, duty cycle, maintenance, financing, and residual value.

Verra Mobility launched an AI-driven Title & Registration solution for fleets handling state-by-state vehicle paperwork. The company says the platform is designed to move vehicles from acquisition to road-ready status faster while reducing compliance risk from manual, fragmented processes.

Its document intelligence identifies document types, extracts required data, and applies jurisdiction-specific rules. Verra says it processes more than 1.7 million title-and-registration transactions annually with 99.8% accuracy, has electronic DMV connections in 15 states, and can process qualifying documents in under 90 seconds.

The company says qualifying transactions can reach same-day processing with an average turnaround of about half a day, up to 80% faster than a typical three-to-five-day process. These are company-reported figures, so fleet buyers should test exceptions, rejected documents, state coverage, and audit evidence before treating the result as a guaranteed deployment improvement.

Enterprise Flex-E-Rent is expanding a partnership with SureCam as part of a broader fleet-digitization strategy. The UK and Ireland mobile service operation includes 100 technician vehicles and supports maintenance services for 67,000 Enterprise and customer-owned vehicles.

SureCam’s front- and rear-facing cameras have been deployed across the mobile service van fleet since 2022, providing incident evidence and helping deter and record tool theft. Flex-E-Rent has added Peoplesafe lone-worker protection and is working with Optimize on AI-supported fleet efficiency and decision-making.

The operating design connects video, workforce safety, vehicle information, and internal systems rather than adding another isolated dashboard. It may improve incident response and field-service control, but the business case depends on integration quality, technician adoption, and evidence that the combined workflow reduces risk or improves productivity.

Boise School District is introducing eight electric school buses for the 2026-27 school year in partnership with Durham School Services and Highland Electric Fleets. The project received $2.76 million through the U.S. Environmental Protection Agency’s Clean School Bus Program.

The deployment includes the buses and associated charging infrastructure, with Highland providing long-term fleet-management support through its Electrification-as-a-Service model. The vehicles will replace diesel buses on selected services and are expected to have fewer moving parts than conventional buses.

The onboarding challenge is operational continuity, not simply delivery. Routes, charging schedules, driver training, maintenance responsibility, school calendars, cold-weather performance, and depot power all have to align before the buses become dependable daily assets.

Linxup surveyed 267 commercial fleet drivers in field-service industries about GPS tracking, dashcams, and structured safety programs. The survey found that 77.2% said the benefits of safety technology outweighed privacy or resistance concerns, while only 4.5% described the tools as invasive.

Nearly 44% said dashcam footage or GPS data had helped them or a coworker in an accident dispute, and more than 72% said their employer had explained how the tools affect insurance coverage. The survey also found that 82% said linking pay or bonuses to safety scores would motivate better performance, with cash bonuses the most popular motivator at 30.7%.

The result suggests that explanation and visible protection matter more than surveillance rhetoric. It also warns against simplistic incentive design: nearly one-fifth said nothing would motivate them because they were already as safe as possible, so coaching needs to account for driver context and trust.

Online Extra, a pest-control business, described its decision to use TRUCE Software for driver-safety support. The discussion features Kannon Cravey, technical manager at Romex Pest Control in Dallas, alongside TRUCE commercial-platforms leader David Coleman.

TRUCE’s ENFORCE control automatically restricts distracting apps, calls, texts, and notifications when a vehicle is moving, then restores device functionality when the vehicle stops. The company says the control works across iOS and Android devices, including company-issued and bring-your-own devices, and reported intercepting more than 97 million unauthorized app attempts in 2025.

TRUCE also cites customer-reported accident reductions of 40% to 47% in the first year and a commissioned Forrester study reporting 360% three-year ROI. Those figures are vendor or commissioned claims; the workforce implication is still concrete because prevention occurs at the moment of driving rather than depending only on later training or discipline.

Fife Public Schools in Washington adopted REI’s ARMOR software after an older camera system produced corrupt hard drives, unreliable cameras, and limited visibility between bus seats. Transportation specialist Michael Dofelmire said the district previously had only front and rear cameras on each bus.

ARMOR automatically downloads incident video before a driver returns, flags footage when a panic button is pressed, and sends text notifications to supervisors. Staff can also view live bus video, use GPS location, and send a video link to a principal quickly.

The system changes the driver-support workflow from waiting for a vehicle to return and manually retrieving media to reviewing evidence during the same shift. The reported benefit is faster event resolution and better driver access to their own video, although the deployment requires additional hardware and specific cellular plans.

Cambridge Mobile Telematics launched Freight Safety Intelligence for freight brokers and carriers. The platform uses recent driving behavior to provide a carrier-level safety signal during carrier selection, giving brokers an additional view beyond historical safety records.

Carriers voluntarily authorize existing telematics data, and CMT analyzes the previous 90 days to produce a safety score validated against actual accident risk. Carriers retain control over the information they share and can use the score to demonstrate safety performance to brokers.

The product could make route execution data part of the commercial decision about who receives freight. The control issue is material: a score used in tendering must have understandable inputs, an appeal path, protection against missing data, and a clear boundary between risk signal and final carrier decision.

Trimble Freight Visibility is positioned as an AI-powered solution for end-to-end supply-chain transparency for shippers and carriers. The product integrates with Trimble TMS and third-party tools to give operations teams a consolidated view of freight movement.

Its predictive-analytics layer produces real-time estimated arrival times from connected freight information. The design is intended to provide a “bird’s-eye view” while preserving connections to the systems already used for transportation management.

For fleet operations, ETA value depends on data timeliness, stop definitions, appointment changes, dwell events, and exception handling. A more accurate predicted arrival can improve customer communication and dispatch prioritization, but it cannot compensate for missing location or status data.

Oberman Logistics described building a custom transportation-management system for about $55 per month. The small fleet owner’s approach focuses on using inexpensive software and AI assistance to solve specific operating needs rather than buying a large all-in-one transportation platform.

The workflow combines dispatch information, customer and load records, and AI-assisted development or analysis in a tailored environment. The value proposition is control over the process and cost, but the system’s reliability depends on data discipline, backup, access control, and the owner’s ability to maintain it.

A low-cost custom TMS can be useful where a fleet has a distinctive workflow and limited budget, yet it can also create key-person risk and undocumented logic. The case is best read as a design pattern for bounded internal tools, not proof that every carrier should replace commercial TMS software.

Geotab launched Geotab Investigations for safety, compliance, and operations teams. The system centralizes telematics and supporting evidence for collisions, complaints, property damage, and safety violations.

It uses time- and location-based filters, event-timeline reconstruction, and evidence integration to create structured case records. The workflow is intended to support internal reviews, insurance claims, compliance needs, and operational decisions while reducing manual investigation work.

The key change is from reconciling disconnected clips and logs to maintaining a defensible case with linked evidence. Fleet managers still need retention rules, access controls, review standards, and a process for correcting context when sensor data or witness accounts conflict.

Kodiak AI received a California Department of Motor Vehicles permit to test heavy-duty autonomous trucks on public roads with a safety driver aboard. The permit is part of California’s phased framework for autonomous commercial vehicles and places Kodiak among the first companies allowed to test trucks weighing up to Class 8 scale on public roads under the expanded rules.

The testing phase requires a human safety operator and does not authorize unrestricted driver-out operation. California’s framework moves from drivered testing toward driver-out testing and eventual deployment, with mileage, route, safety, and regulatory requirements that must be satisfied before later phases.

For fleet planners, the permit is a route-access and evidence milestone rather than an immediate labor or equipment replacement event. The operating model will have to show safe interactions on California freight corridors, intervention handling, maintenance readiness, and a defensible path from supervised tests to commercial service.

Commercial Vehicle Safety Alliance’s 2026 International Roadcheck covered nearly 55,000 driver and vehicle inspections in the United States, Canada, and Mexico. Inspectors placed 10,350 commercial motor vehicles and 3,184 drivers out of service, while medical-card violations became the leading driver out-of-service category.

Medical-card violations represented 28% of driver out-of-service violations, up from 18% in 2025. English-language proficiency appeared among the leading violations for the first time and accounted for 9% of U.S. driver out-of-service violations, while the inspection environment also emphasized ELD tampering, cargo securement, and brakes.

The data points to a compliance workflow that must connect driver credentials, medical certification, language requirements, inspection records, ELD integrity, and vehicle condition. FMCSA’s electronic medical-certification transition and temporary paper-certificate exemption add timing and jurisdiction details that staff must track accurately.

Oracle demonstrated a Data Science Agent workflow for predicting electric-vehicle maintenance risk. The example uses a synthetic view named OMLUSER.EV_FLEET_HEALTH_V containing 100,000 vehicle records with battery capacity retention, internal resistance, peak temperature, thermal stress, charging stress, diagnostic warnings, and days since last service.

The agent helps a user profile data, prepare features, train a model, evaluate results, and generate SQL for operational scoring through a conversational interface. In the walkthrough, it proposed low-, medium-, and high-risk tiers using cutoffs at 0.50 and 0.75 aligned with the distribution’s quartiles.

The operational value is the bridge from a model experiment to repeatable scoring in a database. Because the example is synthetic and the thresholds are illustrative, a real fleet would need to validate sensor quality, failure labels, battery chemistry, climate, duty cycle, and the cost of false alarms before scheduling work from the score.

Fleet Equipment Magazine describes a growing need to treat advanced driver-assistance systems as a service checkpoint on commercial vehicles. Alignment, tire replacement, windshield work, collision repair, ride-height changes, and sensor adjustments can affect cameras or radar even when the original job is not labeled an ADAS repair.

Technology and Maintenance Council RP 548 directs maintainers to identify the installed system, research current OEM or supplier procedures, and complete a pre-diagnostic scan. ZF OnGuardMAX and Bendix Wingman Fusion service information provide examples where alignment or sensor work can require a follow-up procedure.

Commercial-vehicle ADAS architectures vary, so one universal calibration rule cannot be assumed. The operational control is documentation: the shop needs to know which sensors are installed, what work was performed, which procedure applies, and whether the truck is safe to return to service.

FleetOwner recommends a seasonal review of lubrication performance, oil-analysis history, equipment condition, service schedules, lubricant specifications, and inventory as fleets move from summer toward fall. Used-oil analysis can reveal contamination, lubricant degradation, and abnormal wear when results are evaluated as trends rather than isolated samples.

The maintenance workflow is to identify equipment whose condition is changing, check whether the lubricant fits the application and temperature range, and align inventory with the assets that actually require each specification. The guidance also points fleets toward the next generation of heavy-duty engine-oil categories expected to enter the market beginning in January 2027.

For outdoor and cold-weather equipment, grease behavior and lubrication intervals matter alongside engine oil. A proactive review can reduce emergency work and stockouts, but it requires linking lab results, asset configuration, operating conditions, and the service calendar.

Xcel Energy ordered three additional Xos Hub mobile energy-storage and charging systems for fleet vehicles at Colorado locations. Two units will support Xcel service centers, and one will support customers affected by special construction projects in the Denver area.

The order follows two Xos Hub units deployed in 2024, including a Colorado unit that Xos says has delivered roughly 33,000 kWh of charging. The mobile systems can be deployed in days rather than waiting six to 18 months for a conventional infrastructure project and can be redeployed during outages, severe weather, or grid upgrades.

The use case is not a replacement for permanent depot planning; it is a flexible bridge where interconnection, permitting, or construction timing blocks electrification. Fleet managers should compare mobile-asset utilization, energy cost, transport, and maintenance against the cost and delay of fixed charging.

Santa Monica Department of Transportation is advancing a $56 million plan to move the Big Blue Bus fleet toward zero emissions. ChargePoint and Eaton are providing the charging and power infrastructure, including 130 DC fast-charging ports and medium-voltage equipment.

The project begins with overhead gantry charging for up to 195 battery-electric buses, while 34 electric buses are already operating. ChargePoint software will monitor buses on routes and at the depot, support real-time adjustments, and report sustainability results.

The scale connects fleet performance to power management, scheduling, workforce readiness, and reliability. Santa Monica expects the program to support more than 10 million annual rides, so charging availability and depot power must be managed as service-critical infrastructure rather than as an environmental side project.

Denver Public Schools commissioned a 650 kW Kempower charging system at its Hilltop Bus Terminal for 28 electric school buses. The project was led by Winn-Marion, with Kempower supplying the charging hardware and PowerFlex involved in smart charging and energy management.

The site has 13 dual-port dispensers and 26 charging plugs, while the distributed architecture dynamically allocates the available 650 kW among connected vehicles. The district added 25 Blue Bird Vision electric buses, bringing its battery-electric fleet to 28 vehicles.

The system can connect many buses at once, but public details do not specify the maximum power per bus or the exact charging schedule. That makes operational measurement important: the district needs to verify that power allocation, route timing, winter conditions, and bus availability work together for daily school service.

An industry release describes vehicle-subscription providers investing in fleet intelligence and EV personalization as subscription models mature. The proposition is to use operational data and customer preferences to manage flexible vehicle access rather than relying only on fixed ownership cycles.

A subscription fleet needs to match vehicle availability, customer demand, mileage, condition, charging capability, and return timing. AI can help forecast demand, recommend vehicle assignments, personalize EV choices, and identify when an asset should be reconditioned, redeployed, or removed.

The model shifts lifecycle renewal from a simple age rule to a utilization and customer-fit decision. The cited industry commitments are forward-looking and do not prove universal profitability, so operators need to examine residual value, idle days, refurbishment cost, battery health, and customer churn.

Jetstar built Flow, an AI-driven fleet-optimization system that operates alongside Airbus Skywise predictive maintenance. Flow selects aircraft for flights across a network of about 3,000 weekly flights, while Skywise focuses on aircraft-health signals and potential failures.

Jetstar says Flow processes roughly 500,000 operating constraints and 1.5 million decisions per week, considering engine type, fuel burn, airport restrictions, maintenance windows, crew connections, and winglet configuration. The platform is built on Snowflake Snowpark Container Services with Gurobi providing the optimization logic.

Flow supports planners rather than replacing them: it produces ready-to-act recommendations, shows trade-offs, and can re-plan in minutes when conditions change. It currently optimizes up to 10 operating days ahead, and Jetstar is exploring the same foundation for demand forecasting, anomaly detection, and agentic applications.

APM Terminals Elizabeth ordered 96 Orange EV electric terminal tractors and 34 Konecranes electric rubber-tired gantry cranes as part of a modernization program at the Port of New York and New Jersey. The order follows APM Terminals Pier 400’s expansion from a 20-truck rental pilot to 60 electric terminal trucks.

The Orange EV HUSK-e XP tractors use 310 kWh lithium-iron-phosphate batteries and are designed to move up to 180,000 pounds of combined weight. APM’s procurement criteria include uptime, EV operating experience, spare-parts availability, service response, and total asset value rather than upfront price alone.

Orange EV reports more than 97% average uptime across its installed base and more than 14 million operating hours, though these are vendor figures. The lifecycle signal is that port operators are moving from pilots to standardized electric yard operations while also planning workforce training and service support.