Judgement Labs

Judgment Labs provides a continuous-improvement stack for AI agents, enabling organizations to detect, diagnose, and resolve agent misbehavior efficiently. It addresses the challenges of identifying subtle agent failures in production environments, which often go unnoticed or require extensive manual investigation. The platform helps teams understand the impact of agent issues, pinpoint root causes, and validate fixes. The core functionality involves triaging issues by deploying agent swarms to analyze failure cases, identify impacted use cases, and narrow down root causes. It allows for testing proposed fixes against production data to ensure improvements before deployment. Judgment Labs also automatically tracks agent and user behaviors, surfacing recurrences to protect against model drift and regressions, making it ideal for teams managing complex AI agent systems in customer support, sales, and other operational roles.