Cleanlab

# Cleanlab

> Cleanlab is the control layer for AI agents, ensuring safe, accurate, and compliant performance at scale. Our platform detects low-quality or unsafe outputs, identifies root causes, and improves response quality with trust scoring, policy enforcement, and automated remediation.

Each AI-generated response and tool call is scored for trustworthiness and compliance in real time. Low-confidence or non-compliant outputs trigger guardrails, fallback logic, expert-provided answers, or escalation to humans.

Used by enterprises and startups in industries such as finance, insurance, healthcare, legal, and technology, Cleanlab offers:

- Real-time trust scoring and hallucination detection
- Policy, PII, and compliance enforcement
- Orchestration workflows for rerouting, retries, or fallback responses
- Human-in-the-loop workflows with expert answer application
- Audit logging, case management, and remediation analytics

With Cleanlab, organizations can deploy AI agents at scale with confidence—maintaining safety, accuracy, and brand trust.

## Platform Overview

- [Home & Platform Overview](https://cleanlab.ai/): Main website with comprehensive platform information and features
- [Trust Scoring & Detection](https://cleanlab.ai/detect/): Real-time trust scoring and hallucination detection capabilities
- [Expert Response Workflows](https://cleanlab.ai/remediate/): Human-in-the-loop workflows and escalation processes

## Customer & Partner Information

- [Customer Success Stories](https://cleanlab.ai/customers/): Customer stories and success metrics across industries
- [Technology Partners](https://cleanlab.ai/partners/): Technology and go-to-market partnerships

## Company Information

- [About Cleanlab](https://cleanlab.ai/company/): Mission, team, and company values