Helm.ai Driver achieves vision-only urban autonomy with real-world city driving demonstration
Helm.ai demonstrated Helm.ai Driver navigating complex urban roads in Redwood City using a mapless, vision-only stack under safety-driver supervision.

Evidence notes
- The physical road demonstration covered turns at intersections, traffic-light compliance and interactions with other road users.
- The system used surround-camera perception without lidar or high-definition maps.
- Helm.ai describes the same software architecture as production-ready for Level 2+ and intended to scale toward certified Level 3 and Level 4 operation.
Company context
Helm.ai develops AI software for autonomous systems, focusing on vision-based perception and decision-making for vehicles and robotics. Its approach emphasizes camera-based autonomy using deep neural networks trained on large-scale real-world data.