Patronus Ai

Patronus AI is a testing and evaluation platform designed specifically for teams building AI and LLM-powered products. Its primary purpose is to help organizations systematically assess model behavior, reliability, and safety before and after deployment, so they can ship AI features with predictable quality and lower risk. By providing structured evaluation workflows, Patronus AI turns ad hoc prompt testing into a repeatable, data-driven process.

The platform enables users to create and run automated test suites against their models, covering areas such as hallucination detection, safety and policy compliance, prompt robustness, and regression testing across model versions. It supports both synthetic and real-world test data, allowing teams to simulate realistic user interactions and edge cases at scale. Patronus AI offers granular metrics, dashboards, and comparisons across models and prompts, helping teams quickly identify failure modes and track improvements over time. Integration with existing development workflows and CI/CD pipelines allows evaluations to run continuously as models or prompts change.