Security testing can’t keep pace with AI-accelerated development and unpredictable agent behavior. Kairo models how people and AI agents interact with each customer’s application. It uses that model to predict attacks, generate mitigations, and run 24/7 simulations in a digital twin, continuously finding security vulnerabilities before changes reach production.