Fire Risk Intelligence for Vehicle Fleets

Fire risk detected before smoke.

Traditional fire detection starts at smoke. Underhood starts at risk assessment, hours to days earlier. Edge sensors, maintenance history, and a global incident database combine into a single score for every vehicle in your fleet.

Underhood acts in the blue zones, long before the red

Most operators only have visibility in stages four and five, when flame and smoke have already arrived. The blue zones, where risk is still addressable by inspection and repair, are the zones Underhood is built to operate in.

Hover or tap each stage to see the physical signals, the typical human response, and what Underhood does at that stage.

Why modern fleet fires are getting harder to catch in time

01

New propulsion, new ignition profiles

Electric, CNG, and hybrid drivetrains fail in ways diesel never did. High-voltage arcing, thermal runaway in battery packs, and gas leaks now appear across buses, rail, and marine fleets. Classical fire detection was not designed to see these early signals.

02

Smoke detection is too late

Smoke and heat alarms fire once flames are already present. From flaming combustion to full cabin involvement takes minutes, sometimes less. Evacuation and suppression start from behind.

03

Risk accumulates invisibly

Chafed wiring, oil mist on hot surfaces, brake grease residue, a missed inspection. Individually minor, collectively the root cause of most fleet fires. Nothing in a traditional workflow is watching the slow curve.

From signal to score to action

Three data sources in. One 0 to 100 risk score out. Per vehicle, continuously.

Inputs
Core
Outputs
Integrate

Maintenance system

Inspections and work orders from your ERP, CMMS, fleet management platform, or data warehouse.

Sense

Real-time sensors

Underhood sensor network or factory CAN reader. Temperature, gas, vibration, current.

Benchmark

Global incident database

Classified fleet fire events worldwide, matched to your vehicle type, propulsion, and age.

Risk scoring engine
Maintenance Checklist Incidents Vehicle Sensors
Per vehicle. Updated continuously.
Alert

Severity-tiered alerts

Triggered by risk score, sensor thresholds, or both. Admins configure escalation.

Warning Alarm Critical
Visualize

Dashboards and reports

Fleet view, risk heatmap, GPS positions, scheduled reports, audit exports for compliance.

Close the loop

Inspections and repairs

Completed inspections and work orders feed back into the score. The model learns.

Inspections and repairs feed back into the score

Works with what you already have

No rip and replace. Underhood reads from your existing systems and fills the gaps with optional hardware only where you need it.

Fleet & maintenance systems

Connect your ERP, CMMS, or fleet management platform. Inspections and work orders flow in as they happen.

Data warehouse & CSV

Have a data lake or nightly exports? We pull from it. CSV, JSON, Parquet, or SQL, your format.

Factory CAN & IoT

We read from your existing IoT/telemetry stack or the vehicle's own CAN bus via certified readers.

By Underhood

Underhood sensor network

Optional. When factory signals are not enough, our ESP32-based sensor kit adds targeted thermal, gas, and current signals for fire-specific accuracy.

See your fleet's risk, today.

Book a 30-minute demo. We will score a sample of your fleet live on the call, and show how the signals combine for a specific vehicle.