Overnight Fleet-Scale Shadow-Mode Regression
Kubernetes-orchestrated Ray clusters replaying mined corner cases against candidate neural weights, computing safety envelope delta metrics prior to OTA rollout.
Safety Envelope Ingress Delta Analysis
Automatic regression pipelines flag any candidate model exhibiting negative safety margin deltas on critical deceleration or minimum headway metrics.
- Billions of virtual test miles executed every 24-hour cycle.
- Shadow-mode verification running concurrently across 50,000+ road vehicles.
- Zero degradation in false-positive emergency braking metrics.
- Automated generation of UNECE safety justification dossiers.
Explore Domain Portfolio