Bento Labs provides a closed-loop platform that enables teams to deploy self-improving AI agents. The platform focuses on monitoring and enhancing AI performance in production, addressing issues like regression signals and behavioral drift. It features capabilities such as real-time alerts, failure mode descriptions in plain English, and a living memory of learned experiences.