Cleanlab is a production AI reliability platform designed for enterprises deploying AI agents at scale. It provides real-time hallucination detection and AI guardrails that integrate with any existing AI system and Knowledge Base, requiring no lock-in to a specific model or stack. Deployment is flexible, supporting both VPC (self-hosted) and SaaS configurations to meet varying security and compliance requirements. The platform exposes a human-in-the-loop remediation workflow, enabling engineering and ops teams to intercept, review, and correct AI outputs before they reach end users.