DOCSEARCHbyAlgolia
Submit Docs

Cleanlab

website·Indexed 35 days ago

https://cleanlab.ai/blog/

A control layer for AI agents designed to ensure safe, accurate, and compliant performance at scale by detecting low-quality data.

Tokens
193
Snippets
0
Records
2
Agent score
23%

What's inside Cleanlab

  1. Overview of Cleanlab AI Agent Control Layer

    Cleanlab serves as a control layer for AI agents to ensure safe, accurate, and compliant performance. The platform provides real-time trust scoring and compliance checks for every AI-generated response and tool call. When low-confidence or non-compliant outputs are detected, the system triggers guardrails, fallback logic, expert-provided answers, or human escalation.

  2. Core capabilities of the Cleanlab platform

    Cleanlab provides the following features for managing AI agents at scale:

    • Real-time trust scoring and hallucination detection
    • Policy, PII (Personally Identifiable Information), and compliance enforcement
    • Orchestration workflows for rerouting, retries, or fallback responses
    • Human-in-the-loop workflows for applying expert answers
    • Audit logging, case management, and remediation analytics