Industry · 02
Automobiles
Connected, intelligent, and adaptive mobility systems.
Enable real-time intelligence across vehicles, fleets, and mobility ecosystems.
CAR 01
CAR 02
CAR 03
CAR 04
CAR 05
CAR 06
FLEET
<10 ms
Onboard decision latency
OTA
Continuous model updates
CAN
Native vehicle bus
Fleet
Sync over intermittent links
Why this matters
Smarter, safer, more responsive mobility
Automotive systems require seamless integration of telemetry, user behaviour, and environmental data. MonkDB unifies them on one continuous plane.
Telemetry meets behaviour and environment
What you get
What MonkDB unlocks for automobiles
0101 / 04
Connected vehicle intelligence
Per-vehicle telemetry, OTA state, and policy in one engine.
0202 / 04
Fleet optimization and dynamic routing
Routes recomputed on the latest traffic, weather, and demand.
0303 / 04
Real-time diagnostics and predictive maintenance
Catch failures before they reach the road.
0404 / 04
Integration with smart city infrastructure
Vehicles share state with mobility networks for citywide coordination.
How it works
Three steps, one continuous loop
CAPTURE
1Per-vehicle telemetry, in flight
CAN, OBU, and sensor streams ingest locally with no buffering layer.
DECIDE
2Route, score, and adapt onboard
Inference runs on the vehicle. Cloud reconciles when connectivity returns.
OPTIMIZE
3Fleet-wide learning loop
Edge experience aggregates centrally. Better policy ships back as OTA updates.
We moved real-time routing on-vehicle. Fleet kilometers dropped 12%, customer ETAs got tighter, and our cloud bill came down with them.
Outcome in numbers
- 12%Fewer fleet kilometres
- <10 msOnboard decision
- 38 KVehicles in production