Sonata is a benchmarking service that creates ten realistic simulation scenarios to test AI agents before production deployment. Users describe their agent's capabilities, receive a custom test suite within a week with scoring rubrics, and can demonstrate agent behavior to stakeholders like banks and auditors without touching live systems.