Robit is building simulation and evaluation infrastructure for Physical AI. The platform helps robotics teams run policies across models, tasks, and environments, execute GPU-based evaluations, inspect rollouts, compare performance, diagnose failures, and use the resulting data to improve the next model. Robit is being built around one loop: Simulate → Evaluate → Benchmark → Diagnose → Post-train → Re-evaluate.