Helm.ai develops AI-first software and simulation technology for advanced driver-assistance systems and autonomous vehicles, supporting development from Level 2 through Level 4. The company works with global automakers on production-bound projects and provides tools for both real-time vehicle deployment and large-scale offline training and validation.

Its on-vehicle products include Helm.ai Vision, production-ready perception software designed for vision-first systems. It processes multi-camera input to create full-scene and bird’s-eye views, without requiring lidar for Level 2+ applications. Helm.ai Driver is a vision-only autonomy stack offering human-like Level 2+ capability, with a roadmap toward Level 4.

For training and validation, Helm.ai offers GenSim-3, which transforms real-world driving data into re-stylized scenarios; VidGen-3, which generates synthetic driving video; and WorldGen-1, which simulates camera, lidar, and semantic segmentation data. These products are built on Deep Teaching™, the company’s proprietary unsupervised learning method, combined with generative AI. Helm.ai says its models can adapt to new regions and driving conditions and help address rare, complex scenarios.