Chronicle Labs

Chronicle Labs provides an AI agent testing and validation platform designed to help organizations assess agents before launch. The company turns production data into staging environments that reflect real business workflows, policies, conversations, and edge cases. Teams can connect their tools, capture real interactions, and replay events through a dashboard to train and evaluate agents under varied conditions.

Chronicle Labs aims to help businesses identify failures before they affect users and deploy agents with greater confidence. Its platform converts observed production behavior into test scenarios, supporting pre-launch validation as conditions and workflows change. The company describes benefits including broader production-derived scenario coverage, faster workflow mapping, and the ability to catch more failure modes before deployment.

Chronicle Labs serves organizations across industries including telemedicine, utilities, telecommunications, and finance. Its offerings include agent testing and validation, production behavior mapping, event replay, and evaluation support. Prospective customers can book a demo, speak with the team, or request a personalized AI agent validation audit. The company is backed by Y Combinator.