Technology

Digital Twins for Mobility

Real-time virtual replicas of every vehicle, subsystem and driver — powering simulation, prediction and OTA validation.

Overview

Automata Mobility builds Digital Twins across the mobility lifecycle: vehicle, fleet, battery, motor, driver and rider. Each twin mirrors its physical counterpart in real time, enabling virtual testing, predictive maintenance and safe OTA validation before software ships to the road.

Technology Architecture

One twin per asset. One platform for the fleet.

Twins are composed from sensor telemetry, physics models and AI, then orchestrated across a unified fleet layer.

L01

Data Layer

Streaming telemetry from CAN, sensors and cloud.

L02

Model Layer

Physics + AI models per twin type.

L03

Simulation Layer

Scenario, HIL and closed-loop virtual testing.

L04

Fleet Twin

Aggregate insight and lifecycle optimisation.

Core Components

Building blocks of the stack.

Vehicle Twin

Digital replica of a single vehicle.

Fleet Twin

Cross-vehicle operational intelligence.

Battery Twin

State of health, charge and range.

Motor Twin

Torque, thermal and wear prediction.

Driver Twin

Behavioural model of the driver.

Rider Twin

Behavioural model of the two-wheeler rider.

Automotive Workflow

From signal to action.

01
Instrument
Vehicles stream telemetry to the twin platform.
02
Model
Physics and AI models mirror behaviour.
03
Simulate
Scenarios stress-test features virtually.
04
Validate & Deploy
Certified changes ship via OTA.
Real-world Applications

Where it drives value.

Simulation

Scenario, HIL and closed-loop testing.

Predictive Maintenance

Detect failures before they occur.

OTA Validation

Pre-flight software changes on a twin.

Virtual Testing

Miles-at-scale without touching a vehicle.

Benefits

Engineered outcomes.

Faster Iteration

Test in simulation, not on the road.

Lower Warranty Cost

Predict and prevent failures.

Safer OTA

Validate updates before deployment.

Build the next generation of mobility.

Partner with Automata Mobility to bring intelligent, safe and connected vehicles to the road.