cleanlab
UNCLAIMEDcleanlab — Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels. Listed under Labelling and annotation in the Data / RAG layer. 2 of 6 comparison attributes are recorded, each with the page it was read from.
Cleanlab helps teams build safer AI agents by preventing incorrect responses from reaching users. Detect and remediate incorrect responses from any AI agent to ensure safety, compliance, and trust at scale.
4 OF 4 SIGNALS HELD
What it runs on, and what runs on it
0 cited edgesComputed from the stack graph, both directions. Every cited edge links the page it was read from; a vendor-added one links the vendor’s own source — this is the reason to be here rather than on the vendor’s own site.
No edges on record for cleanlab.
Nothing in the directory documents depending on it, and its own docs do not name what it runs on. An edge is only stored when a source states it.
Submit a documented integration →From cleanlab? No claim is needed for this: a link to your docs that names what cleanlab runs on is enough.
Open-source signals
A HOLLOW RING IS UNMEASURED, NOT ZERO · WE DO NOT SUBSTITUTE A PARENT COMPANY’S REPOSITORY FOR A PRODUCT THAT HAS NONE
Price
We hold no price for this product.
This is open-source software: you can run it yourself and the licence costs nothing. If the project also sells a hosted service, we do not yet hold the page it prices it on. If that changes — or if you publish /.well-known/pricing.json — it appears here with a capture date.
How we read prices →What its categories ask
2 answered · 4 unanswered6 questions declared by Labelling and annotation. Most rows across the directory read like these.
“Automatically identify and prevent poor responses from your AI with guardrails for hallucinations, retrieval errors, documentation gaps, policy violations, malicious use, and more.”2026-10-06
“Explore Docs Request Demo Platform Detect Remediate Resources Blog Docs Research Talks AI Agents Report Community Open-Source GitHub Public Datasets Slack Community Company About Customers Partners Team Careers News Security Terms and Conditions | Privacy Policy | © 2024 Cleanlab Inc.”2026-09-29
A ROW WITH NO ANSWER IS NOT A ROW WITH A “NO” · A VENDOR MAY ANSWER A BLANK ONE, MARKED VENDOR CLAIMED WITH ITS SOURCE · A DOCUMENTED VALUE IS DISPUTED, NOT OVERWRITTEN, AND STAYS VISIBLE WHILE WE RE-READ THE SOURCE
Practitioner reviews
Nobody has written one yet.
A review here is structured, not a star: hardware, scale band, what broke in production, and whether you would choose it again.
NO PERCENTAGE IS SHOWN UNDER FIVE REVIEWS · NO STAR RATINGS, EVER
Also in this category
38 products in Labelling and annotation. Comparison defaults to within the category — pairing this with a GPU cloud would produce a page that means nothing.
USED BY = LISTED PRODUCTS DEPENDING ON IT, IN THIS DIRECTORY
Frequently asked
Is cleanlab open source?
Does cleanlab offer open source?
What does a blank mean on the cleanlab page?
Where do the cleanlab figures come from?
Can cleanlab change what this page says?
Something here is wrong — how do I fix it?
Is this listing run by cleanlab?
Cite this page
A model that quotes us should quote us correctly. The reading and its date sit inside the citation rather than beside it, because a quotation carrying only a URL goes wrong the week the URL changes.
infratoapp, “cleanlab — Labelling and annotation”, read 6 October 2026. Annotation types: AI mistakes, hallucinations, retrieval errors, documentation gaps, policy violations, malicious use as published at cleanlab.ai. https://www.infratoapp.com/products/cleanlab
What cleanlab can and cannot change here
Claiming the organisation lets its admins and editors change the tagline, description, logo, docs link and deployment model of every product that org owns — live, labelled as theirs, and logged. Answers to blank questions and dependencies go live too, marked as the owner’s and sourced; a documented answer cannot be overwritten. Everything else on this page is a stated fact with a dispute route: price, licence and OSS figures. Those columns are ungranted at the database level, so they are not a feature we withheld — they are a write that cannot happen. Name, category, website, pricing page and package names can be changed by the owner only through our review. A dispute never deletes a value; it marks it and publishes the correction.