--- 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 $$$$$ [ View More Pricing Information ](https://www.g2.com/products/ibm-watsonx-data-intelligence/pricing) ## Top-Rated Alternatives [ ![Meshy](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Meshy") Meshy 4.7/5(3,283) ](https://www.g2.com/products/meshy/reviews) [ ![Databricks](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Databricks") Databricks 4.6/5(1,364) ](https://www.g2.com/products/databricks/reviews) [ ![SketchUp](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "SketchUp") SketchUp 4.5/5(1,327) ](https://www.g2.com/products/sketchup/reviews) [ View All Alternatives ](https://www.g2.com/products/ibm-watsonx-data-intelligence/competitors/alternatives) ## User Insights Average based on 29 real user reviews. Perceived Cost $$$$$ [Log in to unlock pricing and user insights](/login) SC srikanth c. Data Engineer Small-Business (50 or fewer emp.) 12/16/2024 "Intuitive Data Lineage Solution" 4.5/5 What do you like best about IBM watsonx.data intelligence? IBM Manta Data Lineage provides a easy view of data flows across systems, making it easier to understand how data moves and transforms. Its ability to automatically discover and map lineage in large-scale data environments is a god sent in data governance. Interface is also good. Review collected by and hosted on G2.com. What do you dislike about IBM watsonx.data intelligence? IBM Manta Data Lineage can be challenging to set up as it requires adding configurations of multiple complex environments, requiring significant effort. Review collected by and hosted on G2.com. What problems is IBM watsonx.data intelligence solving and how is that benefiting you? Data in our position is made available in various different places due to involvement of teams from multiple nationalities. IBM Manta helps put all of it visually in same place and see how they relate. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Rinky Y.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Rinky Y.") RY Rinky Y. Sales Marketing Head Small-Business (50 or fewer emp.) 11/11/2024 Business partner of the seller or seller's competitor, not included in G2 scores. "Excellent" 4.5/5 What do you like best about IBM watsonx.data intelligence? Malta is the best source of data and it has improved the flow of data. Manta support remains speedy and accurate as your organization's data numbers grow scalability. Review collected by and hosted on G2.com. What do you dislike about IBM watsonx.data intelligence? I don't thing there is any type of dislike in this software and I'll recommend it to all they have to go with Manta and they have to include their daily life to use this. Review collected by and hosted on G2.com. What problems is IBM watsonx.data intelligence solving and how is that benefiting you? Manta allows us to see how the given data structure is used and also allows us to the how it impacts analysis and testing whenever changes. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Adhi K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Adhi K.") AK Adhi K. Account Executive Mid-Market (51-1000 emp.) 11/22/2024 "Manta Software review" 4.5/5 What do you like best about IBM watsonx.data intelligence? Automated data Lineage Visualization are detailed manual efforts are removed Makes users asses the potential effects of data environment which mitegates risk Review collected by and hosted on G2.com. What do you dislike about IBM watsonx.data intelligence? Difficulty with integration Implementation cost could be High Setup Complexity requires specilizaed expertise to proper implementation Review collected by and hosted on G2.com. What problems is IBM watsonx.data intelligence solving and how is that benefiting you? Automated data Lineage Visualization are detailed manual efforts are removed Makes users asses the potential effects of data environment which mitegates risk Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite AA Annet A. Small-Business (50 or fewer emp.) 6/9/2023 "A Platform to Improve Data Management and its Associated Processes" 4.5/5 What do you like best about IBM watsonx.data intelligence? Manta makes it easy to build data lineage which is a crucial data governance process indicator. You can easily construct lineage from custom SQL code, reports, work flows for data spanning the entire organization. Improves visulaization, control of data and improves its analysis resulting in the generation of core actionable insights capable of driving descisions based on accurate and complete data. Manta improves the flow of organizational data internally. Manta supports scalability, remains speedy and accurate as your organizational data volumes grow. Manta makes it possible to assign different views of the same data for different users helping to secure data. Review collected by and hosted on G2.com. What do you dislike about IBM watsonx.data intelligence? Manta is somewhat complex to set up and you may need to get some one experienced or with specialized expertise to do that. It may be out of reach for many because of the cost. You will have to pay for a license and incurr ongoing costs. Review collected by and hosted on G2.com. What problems is IBM watsonx.data intelligence solving and how is that benefiting you? Manta helps us to better manage our data which has shortened the time-to-market, cut costs, improved compliance and data governanc as well as turned our security and privacy regarding data up a notch. Manta has tremendously increased our efficiency. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite PK Panagiotis K. Mid-Market (51-1000 emp.) 6/5/2023 "Manta" 5/5 What do you like best about IBM watsonx.data intelligence? The software automates the process of documenting data lineage and metadata, reducing the manual effort and time required for documentation tasks. This feature helps organizations maintain up-to-date documentation, which is crucial for compliance, auditing, and collaboration among teams. Review collected by and hosted on G2.com. What do you dislike about IBM watsonx.data intelligence? Enterprise-level software solutions like Manta Analytics Software typically involve licensing fees and ongoing maintenance costs. The pricing structure may be a consideration for smaller organizations or those with budget constraints. It's important to assess the cost versus the expected benefits and return on investment before committing to the software. Review collected by and hosted on G2.com. What problems is IBM watsonx.data intelligence solving and how is that benefiting you? Understanding data lineage and dependencies can help identify bottlenecks and optimize data processing and integration workflows. Manta Analytics Software assists in identifying areas for improvement, enabling organizations to enhance data processing efficiency and performance. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Hospital & Health Care](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Hospital & Health Care") UH Verified User in Hospital & Health Care Small-Business (50 or fewer emp.) 7/3/2022 "Fast and reliable!" 4.5/5 What do you like best about IBM watsonx.data intelligence? Fast and Easy access to assets. . Review collected by and hosted on G2.com. What do you dislike about IBM watsonx.data intelligence? Nothing, so far I have found the catalog useful. Review collected by and hosted on G2.com. What problems is IBM watsonx.data intelligence solving and how is that benefiting you? Access to organized resources and knowledge. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic IS Isuru S. Security Consultant Mid-Market (51-1000 emp.) 12/4/2019 "Best of the Class Data Lineage Platform" 5/5 What do you like best about IBM watsonx.data intelligence? Everything about it was helpful. It has a easy to use user interfaces without complicating the users. It offers a wide variety of features and functions to track out data lineage and the overall smoothness of the output is very much satisfying. It perfectly and beautifully helps us with visualization of the data flow through out our organization. It is compliant with ISO certifications 9001 and 27001 which proves how much big consideration it gives for the security of it all. Furthermore, it integrates and worked with our existing solutions smoothly. Review collected by and hosted on G2.com. What do you dislike about IBM watsonx.data intelligence? Honestly, it is a great application. Only little thing is that its community is small hence it took an amount of searching and work to get an idea when some problem occurs. But still, its technical support was eager to help us with any questions we had. Review collected by and hosted on G2.com. Recommendations to others considering IBM watsonx.data intelligence: If you are also looking for a software that can smoothly and flawlessly track your data flow through your small or massive organization, go with Manta Flow and nothing else. It is perfect in every way imaginable. Review collected by and hosted on G2.com. What problems is IBM watsonx.data intelligence solving and how is that benefiting you? For quite sometime, we were looking for a software which could automate the process of tracking data flow through our systems. And was in need of an immediate solution so that we could get some compliance regulations in check. And then we found Manta Flow. Now with this business intelligence software, which acts as a central hub for the data that flows in the organization, we are smoothly tracking our data. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic JD Jay D. Software Engineer Enterprise (\> 1000 emp.) 10/15/2019 "Good JOB!" 4.5/5 What do you like best about IBM watsonx.data intelligence? very easy and intuitive to navigate. Data recommended is very useful and classification algorithms work awesome! Review collected by and hosted on G2.com. What do you dislike about IBM watsonx.data intelligence? Very helpful and I was able to find relevant resources when I needed.. so, hard to find a thing that I disliked Review collected by and hosted on G2.com. What problems is IBM watsonx.data intelligence solving and how is that benefiting you? Provides business language to help unstructured, structured data well, easily able to share data with team Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite MC M C. Lecturer Enterprise (\> 1000 emp.) 3/13/2019 "Digitally Engaging Software" 4.5/5 What do you like best about IBM watsonx.data intelligence? There are so many great things about IBM Watson. The best part is the ability to do to the following things. One of the thing is the ability to use data policy activities that provide insight into the effectiveness and enforcement of active policy management. It also offers features where one can review policies and set rules if you want to make the data private which gives you the ability to classify data things such as sensitive data. Also while using the software you will be able to review information that links business definition with sensitive Information to the data assets that are classified. The last feature I like the best is the ability to set policies and rules that govern them. Review collected by and hosted on G2.com. What do you dislike about IBM watsonx.data intelligence? As with any software it takes awhile to learn all the features. I wish there were more tutorials available on how to do certain features. The nature of the business is that we need to have access to AI to better personalize the service for to our clients. Review collected by and hosted on G2.com. Recommendations to others considering IBM watsonx.data intelligence: One of the best AI softwares I have used. It meets the requirement of what my business needs and it is the leading edge for the next generation of software. It has great collaboration features and the artificial intelligence is cutting edge. Review collected by and hosted on G2.com. What problems is IBM watsonx.data intelligence solving and how is that benefiting you? The biggest problem we try to solve in our business is how to serve our clients better. This software is amazing when it comes to solving that problem. With the magnitude of clients we serve we wouldn't be able to do it without AI and IBM Watson. It is a very engaging software and I would highly recommend someone who is looking to solve business related problems to use it. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite RB Ruksana B. Mrs. Enterprise (\> 1000 emp.) 3/13/2019 "Very user friendly" 4.5/5 What do you like best about IBM watsonx.data intelligence? Easy to find data, categorize and share data, analytical models and their relationships with others. Automatically discover, cleanse and transform data for productive use Review collected by and hosted on G2.com. What do you dislike about IBM watsonx.data intelligence? This is so easy to operate, help users make the best utilization of their data in terms of processing, sharing. So there's nothing I dislike about it so far. Review collected by and hosted on G2.com. Recommendations to others considering IBM watsonx.data intelligence: I would highly recommend considering IBM Watson Knowledge Catalog Review collected by and hosted on G2.com. What problems is IBM watsonx.data intelligence solving and how is that benefiting you? It provides a common business language that is easy to understand. I can share data with my colleagues using IBM Watson Knowledge Catalog. 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. Visit the vendor’s website to learn more. [ View More Pricing Information ](https://www.g2.com/products/ibm-watsonx-data-intelligence/pricing) ##### Categories on G2 [SAP Store](https://www.g2.com/categories/sap-store)[Data Governance](https://www.g2.com/categories/data-governance-tools)[3D Modeling](https://www.g2.com/categories/3d-modeling) [SAP Store](https://www.g2.com/categories/sap-store)[Data Governance](https://www.g2.com/categories/data-governance-tools)[3D Modeling](https://www.g2.com/categories/3d-modeling)[Data Virtualization](https://www.g2.com/categories/data-virtualization)[Machine Learning Data Catalog](https://www.g2.com/categories/machine-learning-data-catalog)[Active Metadata Management](https://www.g2.com/categories/active-metadata-management) [Show MoreShow Less](javascript:void(0);) ##### Explore More [Which shopping cart platforms scale reliably as a growing ecommerce team expands its catalog, adds more traffic, and needs more advanced features without platform migration?](https://www.g2.com/discussions/which-shopping-cart-platforms-scale-reliably-as-a-growing-ecommerce-team-expands-its-catalog-adds-more-traffic-and-needs-more-advanced-features-without-platform-migration)[What NLP platforms are actually worth using for teams that need strong user adoption and minimal training requirements rather than a platform only data scientists can operate?](https://www.g2.com/discussions/what-nlp-platforms-are-actually-worth-using-for-teams-that-need-strong-user-adoption-and-minimal-training-requirements-rather-than-a-platform-that-only-data-scientists-can-operate)[What is the most affordable invoice management software for SMBs?](https://www.g2.com/discussions/what-is-the-most-affordable-invoice-management-software-for-smbs) [Top-rated QMS apps for service businesses](https://www.g2.com/discussions/top-rated-qms-apps-for-service-businesses-what-s-worth-using)[What asset leasing software do leasing companies actually like using day to day rather than just buying because it was the only option their ERP vendor offered?](https://www.g2.com/discussions/what-asset-leasing-software-do-leasing-companies-actually-like-using-day-to-day-rather-than-just-buying-because-it-was-the-only-option-their-erp-vendor-offered)[Pros and Cons Details](https://www.g2.com/products/ibm-watsonx-data-intelligence/reviews?qs=pros-and-cons) [Show MoreShow Less](javascript:void(0);)