Helm.ai develops AI-first software and simulation platforms for autonomous driving systems spanning Level 2 through Level 4. Founded in 2016 and headquartered in Redwood City, California, the company applies unsupervised learning, deep learning, and applied mathematics to the perception and planning stack. Its technical approach centers on foundation models for both on-vehicle deployment and offline training/validation pipelines.
The company's on-vehicle products include Helm.ai Vision for perception and Helm.ai Driver for full-stack autonomy. For the training and validation side, Helm.ai builds offline foundation models including GenSim-2, VidGen-2, and WorldGen-1, which support synthetic data generation and simulation-based evaluation workflows common in safety-critical autonomous systems development.
Helm.ai has raised over $102 million in funding and was recognized on the 2025 Deloitte Technology Fast 500™. The company operates in the automotive and robotics verticals, targeting the hardware-software boundary where perception models must run under the compute, latency, and reliability constraints typical of embedded vehicle platforms.
