Vehicle digital twins
High-fidelity models of powertrain, chassis, and sensor suites synced to real telemetry.
Solution · Digital Twin
Automotive digital twin.
Create digital replicas of vehicles, ECUs, sensors, and driving environments for validation, simulation, predictive maintenance, and virtual testing.
Vehicle SimulationCloud TwinVirtual ValidationPredictive Analytics
/automotive-digital-twinautomata
Capabilities
What we deliver.
Scenario simulation
Reproducible driving scenarios across weather, terrain, and traffic conditions.
Cloud-native twin
Scalable twin infrastructure on AWS/Azure with live fleet ingestion.
Predictive maintenance
Physics-informed models forecast component wear before failure.
Virtual validation
Run millions of edge cases in simulation before touching a test track.
Continuous learning
Feed real-world edge cases back into simulation to close the loop.
Use cases
Where it ships.
- Pre-production validation of ADAS/ARAS stacks
- Fleet-scale predictive maintenance for commercial EVs
- Virtual homologation and regulatory scenario coverage
- Continuous training data generation for AI models
Technology stack
Built on proven tools.
NVIDIA OmniverseCARLAUnreal EnginePythonROS2AWS IoTKafkaKubernetes
Ready to build with Digital Twin?
Book a technical consultation with our engineering team.