1. [Home](https://www.g2.com/) 2. ... 3. [Data Quality Tools](https://www.g2.com/categories/data-quality) 4. [DQLabs Discussions](https://www.g2.com/products/dqlabs/discuss) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b90545b225150e37cd8fb4b45aedd31e/dqlabs.png "Product Avatar Image") ](/products/dqlabs/reviews) [ DQLabs ](/products/dqlabs/reviews) (45)4.6/5 DQLabs offers PRIZM, which is an AI-native platform that unifies context, data observability, and quality into a single control plane that continuously understands data, evaluates its trustworthiness, and operates across the enterprise. PRIZM is used by enterprises to detect, explain, and resolve data issues before they impact analytics or AI systems and orchestrate resolution with minimal human intervention, while keeping humans in control through AI stewardship. Show More * * * ### 81.0 Nps Score Already have DQLabs? ### All DQLabs Discussions Search Most CommentedMost HelpfulPinned by G2Newest All DiscussionsDiscussions with CommentsPinned by G2Discussions without Comments FilterFilter Filter byExpand/Collapse Sort by Most Commented Most Helpful Pinned by G2 Newest Filter by All Discussions Discussions with Comments Pinned by G2 Discussions without Comments ![Pinned by G2 as a common question](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pinned by G2 as a common question") G2 Pinned by G2 as a common question • over 3 years ago More Options - [ # How data quality is managed? ](/discussions/how-data-quality-is-managed) How data quality is managed? [ Data Quality Software ](https://www.g2.com/tags/data-quality-software)[ Master Data Management (MDM) Software ](https://www.g2.com/tags/master-data-management-mdm-software)[ Machine Learning Data Catalog Software ](https://www.g2.com/tags/machine-learning-data-catalog-software) * * * \<0\>0\>Upvotes * * * 0 Comments [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+DQLabs+questions+and+get+answers+from+expert+users+in+our+DQLabs+Discussions+section.&title=DQLabs+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdqlabs%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=DQLabs+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdqlabs%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdqlabs%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=DQLabs+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdqlabs%2Fdiscuss%0aAsk+DQLabs+questions+and+get+answers+from+expert+users+in+our+DQLabs+Discussions+section.) 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[ Data Quality Software ](https://www.g2.com/tags/data-quality-software)[ Master Data Management (MDM) Software ](https://www.g2.com/tags/master-data-management-mdm-software)[ Machine Learning Data Catalog Software ](https://www.g2.com/tags/machine-learning-data-catalog-software) * * * \<0\>0\>Upvotes * * * 0 Comments [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+DQLabs+questions+and+get+answers+from+expert+users+in+our+DQLabs+Discussions+section.&title=DQLabs+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdqlabs%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=DQLabs+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdqlabs%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdqlabs%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=DQLabs+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdqlabs%2Fdiscuss%0aAsk+DQLabs+questions+and+get+answers+from+expert+users+in+our+DQLabs+Discussions+section.) 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[ Machine Learning Data Catalog Software ](https://www.g2.com/tags/machine-learning-data-catalog-software)[ Master Data Management (MDM) Software ](https://www.g2.com/tags/master-data-management-mdm-software)[ Data Quality Software ](https://www.g2.com/tags/data-quality-software) * * * \<0\>0\>Upvotes * * * 0 Comments [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+DQLabs+questions+and+get+answers+from+expert+users+in+our+DQLabs+Discussions+section.&title=DQLabs+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdqlabs%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=DQLabs+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdqlabs%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdqlabs%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=DQLabs+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdqlabs%2Fdiscuss%0aAsk+DQLabs+questions+and+get+answers+from+expert+users+in+our+DQLabs+Discussions+section.) 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