Platform to simulate real operational environments and to train, evaluate, and benchmark AI agents — automates iteration on prompts, tools, and decision policies, with live drift detection and model-agnostic retraining. Targets researchers and enterprises; supports bring-your-own-agent, deploy-anywhere infrastructure, composable benchmarks and industry solutions for healthcare telemetry and supply-chain risk.