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Fleet reliability & maintenance operations

Know which truck needs
attention before it breaks.

Fleet AI watches sensor patterns across your entire fleet, spots developing faults early, and gives your maintenance team a prioritized list of what to fix and when.

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Command Center Risk Queue / Service Planning / Fleet Operations
Fleet Health
87
Fleet health score
Risk Exceptions
3
Vehicles needing review
Service Windows
12
Work ready to schedule
Signal Coverage
Live
Vehicles streaming live
Risk QueueVehicles sorted by urgency, drift, and service impact
UnitSystemRiskWindowAction
Truck 2701CoolingHigh36 hrsSchedule inspection
Van 044ChargingMedium2 daysBattery load test
Unit 118Fuel systemWatchMonitorReview route pattern
Sensor Drift30-day trend — red lines drifting outside baseline
Service PlanNext work windows from active risks
Cooling inspection
Unit 2701 · Shop bay 2
1d
Battery load test
Van 044 · Service queue
2d
PM service
Fleet-wide · Scheduled
5d

Validated across
6.7M test records

93% Maintenance precision
7–21 days Typical early warning window
99.8% Accuracy across vehicle types
31 Fleet workflows in one platform
Vehicle baselines

Every vehicle gets its own normal range.

A Class 8 Cascadia running long-haul does not behave like a Transit cargo van on city routes. Fleet AI builds an individual baseline for each unit based on how it actually operates — not industry averages.

When a vehicle starts drifting outside its own range — in coolant behavior, voltage, RPM, oil pressure, or fuel — it surfaces in the risk queue with the specific readings that triggered it.

Signal monitor — Unit 2701
Coolant temperature+4.1°C above 30-day baseline · 3rd consecutive cycle
Inspect
Battery voltage under loadSag pattern suggests charging system wear
Schedule
Fuel consumption rateWithin expected range for current route and load
Normal
Oil pressureStable — no deviation from duty-cycle baseline
Normal
Telemetry coverageDevice active · 15 signals streaming
Live
Risk queue

Your shop gets a list, not a wall of data.

Fleet AI doesn't send every alert — it ranks vehicles by urgency, available service window, and likely impact. Your team sees what to pull first and why, with the evidence behind each call.

Dispatchers, drivers, and the shop all work from the same queue. A vehicle flagged today becomes a scheduled work order before it becomes a road call.

Risk Queue

3 vehicles need attention
VehicleSystemWindowAction
Truck 2701Cooling system
High 36 hrs Schedule inspection
Van 044Charging / electrical
Medium 2 days Battery load test
Unit 118Fuel system
Watch Monitor Review route pattern
31 connected solutions

One platform for your entire operation.

Organized around how fleet operators actually work — not a feature wall. Every module connects back to keeping vehicles running and service teams informed.

Risk & Reliability

  • Early fault detection
  • Vehicle health scoring
  • Fault code analysis
  • Risk queue and service planner
  • Evidence summaries

Fleet Operations

  • Fleet registry
  • Live map and geofences
  • Dispatch board
  • Driver messaging
  • Route and asset context

Service Management

  • Work orders and service queue
  • Maintenance history
  • Parts room and reorder alerts
  • Recall watch
  • Preventive planner

Driver & Safety

  • Driver roster and scoring
  • Coaching queue
  • Camera review
  • DVIRs
  • HOS visibility

Compliance

  • Inspection center
  • DOT-ready workflows
  • Audit packages
  • Document readiness
  • Hours-status visibility

Cost & Integrations

  • Fuel activity
  • Spend analytics
  • Executive reporting
  • Alert routing
  • Webhooks
93%
Maintenance precision
Every flagged vehicle includes the specific readings that triggered it, the affected subsystem, and a recommended action — not just a score.
7–21d
Early warning window
Typical lead time before a developing fault reaches the point of failure — based on sensor drift patterns across duty cycles and vehicle types.
99.8%
Accuracy, all vehicle types
Tested across cargo van, light truck, medium duty, passenger, and Class 8 with a 0.12% false positive rate and 6.7 million validation records.

See what's hiding in your fleet.

Connect a few vehicles and we'll walk through the risk queue together — what got flagged, what triggered it, and what that means for your next service window.

Book a live demo Pilot program