--- title: IBM watsonx.data intelligence Reviews meta\_title: 'IBM watsonx.data intelligence Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 29 reviews by the users' company size, role or industry to find out how IBM watsonx.data intelligence works for a business like yours. aggregate\_rating: rating\_value: 4.2 review\_count: 29 scale: '5' date\_modified: '2026-08-07' parent\_category: name: IT Management url: https://www.g2.com/categories/it-management --- # IBM watsonx.data intelligence Reviews & Product Details Claimed ###### Profile Status This profile is currently managed by IBM watsonx.data intelligence but has limited features. Are you part of the IBM watsonx.data intelligence team? [Upgrade your plan](https://sell.g2.com) to enhance your branding and engage with visitors to your profile! IBM watsonx.data intelligence revolutionizes the way organizations curate, manage, and utilize data by leveraging the power of AI to simplify data delivery across hybrid ecosystems. IBM watsonx.data intelligence is a comprehensive solution that integrates capabilities such as data governance (formerly IBM Knowledge Catalog), data lineage (formerly IBM Manta Data Lineage), data sharing, and data quality management. It empowers organizations to discover, trust, and access meaningful data, providing consumers with reliable data products. Explore Demo Library - https://www.ibm.com/products/watsonx-data-intelligence/demo-library Start your free trial - https://dataplatform.cloud.ibm.com/registration/stepone?context=df&apps=all&uucid=1227cc9e37cb9292&preselect\_region=true * * * Seller [IBM](https://www.g2.com/sellers/ibm) Discussions [IBM watsonx.data intelligence Community](https://www.g2.com/products/ibm-watsonx-data-intelligence/discuss) Overview by Ruxandra Anton Show More ## Value at a Glance Averages based on real user reviews. ### Perceived Cost $$$$$ [ View More Pricing Information ](https://www.g2.com/products/ibm-watsonx-data-intelligence/pricing) ## Top-Rated Alternatives [ ![Meshy](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Meshy") Meshy 4.7/5(3,281) ](https://www.g2.com/products/meshy/reviews) [ ![Databricks](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Databricks") Databricks 4.6/5(1,364) ](https://www.g2.com/products/databricks/reviews) [ ![SketchUp](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "SketchUp") SketchUp 4.5/5(1,327) ](https://www.g2.com/products/sketchup/reviews) [ View All Alternatives ](https://www.g2.com/products/ibm-watsonx-data-intelligence/competitors/alternatives) ## User Insights Average based on 29 real user reviews. Perceived Cost $$$$$ [Log in to unlock pricing and user insights](/login) PZ Philipp Z. Alliance Manager Enterprise (\> 1000 emp.) 2/14/2019 Business partner of the seller or seller's competitor, not included in G2 scores. "Very helpful!" 2.5/5 What do you like best about IBM watsonx.data intelligence? I am always on the search for convenient solutions and easy to deploy tools to share with our clients. The Watson Kowledge Catalog provides me with a great overview and ready to use selection of IBM"s offer. Review collected by and hosted on G2.com. What do you dislike about IBM watsonx.data intelligence? I sometimes do have difficulties in signing in when I am in geographies other than home. Review collected by and hosted on G2.com. What problems is IBM watsonx.data intelligence solving and how is that benefiting you? Allocating and identifying unstructured data, e. g. contracts. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 Gives Campaign ![Verified User in Marketing and Advertising](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Marketing and Advertising") UM Verified User in Marketing and Advertising Small-Business (50 or fewer emp.) 3/13/2019 "Worth a try if you haven't found one you like yet" 2.5/5 What do you like best about IBM watsonx.data intelligence? I liked that our data was no longer dispersed among various silos. Review collected by and hosted on G2.com. What do you dislike about IBM watsonx.data intelligence? I didn't like that it was such a long process to give authorization for other teams to see data they needed for any reason that there was a crossover. Review collected by and hosted on G2.com. Recommendations to others considering IBM watsonx.data intelligence: Set up a healthy level of control. You don't want too much data floating about, but it can get frustrating when collaborating cross-teams. Review collected by and hosted on G2.com. What problems is IBM watsonx.data intelligence solving and how is that benefiting you? It helped us to add assets in multiple ways, maximizing search filters. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ## Questions about IBM watsonx.data intelligence? Ask real users or explore answers from the community Get practical answers, real workflows, and honest pros and cons from the G2 community or share your insights. [ Ask about IBM watsonx.data intelligence ](https://www.g2.com/products/ibm-watsonx-data-intelligence/discussions/new) ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") G2 Verified User • Last activity over 6 years ago After purchase of a Standard or Professional plan, how much set up is required in order to take full advantage of the product? 1 Upvote 1 [ Join the conversation ](https://www.g2.com/discussions/getting-started-757e0d40-0a22-4ff2-988a-190034addd11) ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") G2 Verified User • Last activity over 6 years ago What are Capacity Unit-Hours? 1 Upvote 1 [ Join the conversation ](https://www.g2.com/discussions/billing-2a290bf4-84f2-4c9f-9cc3-e91a67dc20c3) [ View all Discussions ](https://www.g2.com/products/ibm-watsonx-data-intelligence/discuss) ##### Pricing Pricing details for this product isn’t currently available. 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