Cleanlab helps teams build safer AI agents by detecting and remediating incorrect responses to ensure safety, compliance, and trust at scale. It provides real-time detection of errors such as hallucinations and retrieval gaps, and supports guardrails and human-in-the-loop workflows to improve AI outputs. The platform offers deployment options including private cloud (VPC) and SaaS, enabling production-ready AI agents for customer support and employee-facing applications across organizations. Cleanlab emphasizes safety, governance, and trust in AI-powered interactions for startups and enterprises worldwide.