Outlier Resilience

Your AI-based automated driving models are stuck in the deployment gap.

You are running millions of miles in simulation, but you still cannot guarantee the system is safe for unseen edge cases. Meaningful failures are discovered too late, causing massive simulation overhead, delayed launches, and costly rework.