Cleanlab

Cleanlab is a data quality and trustworthy AI company. It is known for open-source tooling that finds label errors and other problems in datasets, and it now sells a platform that checks AI agent outputs to keep incorrect answers from reaching users.

The commercial product is built around two steps: detect and remediate. Detection runs guardrails in real time for hallucinations, retrieval errors, documentation gaps, policy violations and malicious use. Remediation gives non-technical teams a human-in-the-loop workflow to fix AI responses and the underlying knowledge base. Customer support and employee-facing agents are the featured applications, including smooth escalation from AI to human staff.

Cleanlab is a proprietary commercial service with demo bookings on its website. The homepage states that Cleanlab has been acquired by Handshake AI, so the product's future packaging and pricing should be confirmed with the vendor.