Physics-informed models
Powertrain, thermal, and chassis models tuned per platform.
Solution · Vehicle Digital Twin
A live model of every vehicle.
Per-vehicle digital twins that mirror powertrain, battery, chassis, and software state using live telemetry.
Live TelemetryBattery TwinState EstimationCloud
/vehicle-digital-twinautomata
Capabilities
What we deliver.
Battery twin
State of charge, health, and degradation estimation.
Telemetry ingestion
Edge-to-cloud streaming with signal normalisation.
Anomaly detection
Deviation between model and measurement flagged early.
Lifecycle history
Per-VIN records for warranty and service insight.
Twin APIs
Typed interfaces for engineering and operations tools.
Use cases
Where it ships.
- EV battery health programmes
- Warranty cost reduction
- Fleet operations
- Service diagnostics
Technology stack
Built on proven tools.
PythonSimulinkKafkaTimescaleDBONNXGrafana
Ready to build with Vehicle Digital Twin?
Book a technical consultation with our engineering team.