Autonomy engineered from first principles
Our full-stack autonomous driving platform — from custom silicon to real-time fleet intelligence — is built entirely in-house. No black boxes, no third-party dependencies.
Architecture
The full stack
Hardware, software, and infrastructure designed together for maximum reliability.
Hardware
Sensor suite
Every vehicle carries a full complement of sensors — cross-validated in real time to eliminate blind spots.
360° LiDAR
200m range20 rotations/sec, 128-beam array. Generates a 3D point cloud of the environment at 1.3 million points per second.
Long-Range Radar
300m rangePenetrates fog, rain, and darkness. Tracks velocity and distance of all objects simultaneously.
HD Cameras
12 cameras360° visual coverage at 8MP resolution. Reads lane markings, traffic signals, and signage.
Ultrasonic Array
8m rangeClose-range obstacle detection for low-speed maneuvering, parking, and pedestrian proximity.
GPS + IMU
2cm accuracyDual-antenna GPS fused with inertial measurement for centimeter-level positioning in all conditions.
V2X Communication
1km radiusVehicle-to-infrastructure communication for traffic signal timing, road hazard alerts, and fleet coordination.
Software
AI navigation core
Our proprietary neural network processes sensor fusion data to make real-time driving decisions — trained on 2.4M miles of real-world data.
Behavior Prediction
Predicts the actions of every nearby vehicle, cyclist, and pedestrian up to 8 seconds into the future.
Scene Understanding
Classifies and tracks hundreds of object types simultaneously — from construction cones to emergency vehicles.
Edge Case Handling
Trained on millions of rare and unusual scenarios. The system improves continuously as the fleet encounters new situations.
Fleet Learning
Every vehicle contributes anonymized driving data. Model updates are validated in simulation before fleet-wide deployment.
Infrastructure
Fleet infrastructure
The vehicles are only part of the system. Our cloud infrastructure keeps the entire fleet operating at peak performance.
Real-Time HD Mapping
Maps updated continuously from fleet sensor data. Every vehicle receives live road intelligence with under 50ms latency.
Simulation Platform
Over 10 billion simulated miles run annually to validate every software update before it reaches the fleet.
OTA Updates
Software updates deployed over-the-air to the entire fleet simultaneously — no downtime, no service centers.
Operations Center
24/7 monitoring of every active vehicle. Human operators can intervene on any vehicle within seconds.
Built to be trusted
Explore our safety record or learn how the technology translates into your ride experience.