GenAI that works reliably.
Cleanlab adds automation and trust to every data point going in and every prediction coming out of AI and RAG solutions.
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We solve the hardest AI problem for our customers: reliability
We automate detection and resolution of bad GenAI responses caused by retrieval failures, hallucinations, and knowledge gaps—improving AI accuracy from 50–80% to production-grade 95%+. Cleanlab ensures every input and output of your GenAI and RAG systems is reliable and trustworthy.
Explore TLMReason 1
AI Reliability becomes more important every year
We don’t chase the latest AI hype—we solve the problem that grows with every new AI tech: making it reliable for businesses to serve customers and drive revenue.
Reason 2
Poor reliability prevents the majority of AI use cases.
AI holds the promise to empower humanity beyond any technology to date, but only if it works as reliably as a competent human or traditional software.
Reason 3
Expertise in AI reliability is scarce
Founded by AI PhDs from MIT, we invented the foundations of AI reliability with new fields like confident learning and auto-ML.
Our solutions
Cleanlab is the management platform for Reliable AI, enabling businesses to detect, observe, and resolve AI failures in real time. Cleanlab ensures trust in RAG and Agentic AI systems by closing hallucinations, retrieval failures, and knowledge gaps. Cleanlab software permanently resolves “I don’t know” responses with expert-verified knowledge using TLM to provide trust scores for all AI outputs for reliable agentic decision making, automated data labeling, and document processing.
Real-time detection of unreliable LLM and RAG responses
Detect LLM hallucinations, bad retrieval, and unreliable RAG responses in real-time production GenAI systems with reliable trustworthiness scores for every LLM response.Get Started with TLM
Detect Unreliable RAG responses
Real-time detection of unreliable LLM and RAG responses
Detect LLM hallucinations, bad retrieval, and unreliable RAG responses in real-time production GenAI systems with reliable trustworthiness scores for every LLM response.Get Started with TLM
Reliable Data Labeling
AI-automated data labeling.
Cleanlab cut labeling costs for BBVA by 99%. Use the TLM trustworthiness score for the most accurate AI-powered auto-labeling available. Use TLM to auto-label the 99% of data where the label is trustworthy, and manually review the remaining 1%.Reliably Label Data with TLM
Document Processing and Extraction
Reliable document processing and data extraction.
TLM enables reliable document processing and extraction of data from unstructured text documents by providing both the extracted information and a trustworthiness score, ensuring confidence in the accuracy of the extracted data.Reliably Automate Work with TLM
Pioneered at MIT and trusted by hundreds of top organizations. Read our story.
Cleanlab helps our customers increase the business value of their data.
All customer stories200+ hrs saved
In ML project development time
Amazon has used Cleanlab to improve product recommendations and device response, increasing customer satisfaction and boosting sales.
Manually inspecting and fixing potential label errors can be time consuming. We can train a better model using Cleanlab to filter noisy data.
Cher Simon
Amazon AWS Principal Solutions Architect at Amazon
Recognized industry leaders in AI.
Cleanlab has been featured as an industry leader by Forbes and CB Insights.
2024
AI 50
Listed among the 50 most innovative firms driving advancements and commercial applications in AI.
2024
AI 100
Listed among the most promising private companies applying AI across industries and around the world.
2023
GenAI 50
Listed among the top 50 private companies leading advancements in generative AI technology.
Enterprise-ready
integration.
Cleanlab interfaces directly with your data, no matter how it is stored.
Local Data Files
Programmatically
Data Warehouse
Cloud Storage
Enhanced security for sensitive data.
Some GenAI systems require privacy beyond Cleanlab’s already top-tier security. Cleanlab is deployable within your Virtual Private Cloud (VPC) for you to manage regular, rigorous security testing and isolated network environments, minimize exposure and provide granular control over network configurations and access permissions.
Learn moreDiscover.
Deep dive into resources to learn more.
Featured by CB Insights as one of the 50 most innovative Generative AI companies
Research publications by Cleanlab team
Cleanlab and Confident Learning have been cited in hundreds of academic papers
See thousands of label errors found by Cleanlab in the top ten ML datasets
Learn how AI can now improve the data itself
Cleanlab Open Source: The most popular library for Data-Centric AI
Cleanlab featured in MIT Technology Review
Get started with Cleanlab Studio tutorials