MonkDB
Industry · 02

Automobiles

Connected, intelligent, and adaptive mobility systems.

Enable real-time intelligence across vehicles, fleets, and mobility ecosystems.

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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
1

Per-vehicle telemetry, in flight

CAN, OBU, and sensor streams ingest locally with no buffering layer.

DECIDE
2

Route, score, and adapt onboard

Inference runs on the vehicle. Cloud reconciles when connectivity returns.

OPTIMIZE
3

Fleet-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.
CTO, Connected Mobility Operator
Outcome in numbers
  • 12%Fewer fleet kilometres
  • <10 msOnboard decision
  • 38 KVehicles in production

Coordinate fleets at the speed of the road.

Ver cómo MonkDB puede unificar su infraestructura de datos, con cero compromisos en soberanía, rendimiento o escala.

Reserva una demostración