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Agentic Ready 25/100

            

llms.txt Content

# 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