Patronus AI builds evaluation and simulation infrastructure for testing and improving the reliability of AI models and agents, including hallucination detection, agentic trace debugging, and simulated training environments. It serves AI engineers, ML teams, and product managers across sectors such as financial services, customer service, and software development who need to validate model and agent behavior before and after production deployment.