Judgment Labs provides infrastructure for evaluating, monitoring, and reward modeling of AI agents. Its platform detects agent failures and hallucinations in production with real-time alerts. Custom scoring systems are built from frontier AI research to measure agent performance. The platform enables feedback loops that feed into reinforcement learning for continuous agent improvement.