Patronus AI is a frontier AI lab and simulation infrastructure company that builds tools to evaluate, benchmark, secure, and improve large language models and AI agents. Its platform helps enterprise and AI teams score model performance, generate adversarial test cases, detect hallucinations and other failure modes, monitor production behavior, and stress-test agents in simulated digital environments called Digital World Models.