Patronus AI

Patronus AI provides automated evaluation and red-teaming for LLM applications. It detects hallucinations, toxicity, PII leaks, and other failure modes with enterprise-grade evaluation infrastructure.

Patronus AI is a platform that provides automated evaluation and red-teaming for large language model (LLM) applications. It offers enterprise-grade infrastructure to detect hallucinations, toxicity, PII leaks, and other failure modes in AI outputs. The platform is built on research-backed simulation technology, including Digital World Models that predict and simulate agent actions in digital workflows. These models enable the creation of high-quality training data for frontier AI systems, with applications across software development, customer service, finance, and product design. Patronus AI also develops specialized evaluation models such as Lynx for hallucination detection and GLIDER for explainable reasoning, as well as benchmarks like FinanceBench for financial LLM performance. The platform is designed for organizations that need to ensure the safety, reliability, and alignment of their AI systems.