31 Best Data Quality Tools in 2026

1 min read Original article ↗

First, consider that this list focuses on specialized data quality tools for data teams. I intend to cover separately data governance tools (Collibra...), MLOps/LLMOps tools (Evidently AI, langfuse...) and enterprise data platforms (Qlik...) that also offer data quality features or products. Other specialized data quality tools on my radar that I haven't had the time to research yet include: CluedIn, Qualdo, Qualytics, iceDQ, RightData, Kensu, FirstEigen, Rakuten SixthSense, Eagle EYE, BIG EVAL. Bigger companies with data quality products I inted to cover separately include: dbt, Qlik, Informatica, IBM, Actian, Irion, Ab Initio, SAP, Oracle, SAS. Specialized data quality tools for business users that I don't intent to cover include: Experian, Precisely, Melissa. That being said, if you think a tool belongs here or you want to suggest an edit, I would love to hear from you. You can fill up the

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