# IBM watsonx.data intelligence Reviews **Vendor:** IBM **Category:** [Data Governance Tools](https://www.g2.com/categories/data-governance-tools) **Average Rating:** 4.2/5.0 **Total Reviews:** 29 ## About IBM watsonx.data intelligence 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 ## IBM watsonx.data intelligence Pros & Cons **What users like:** - Users value the **automation features** of Watsonx.data, which simplify data lineage and enhance governance insights. (3 reviews) - Users value the **automated data lineage visualization** in IBM Manta, enhancing data governance and understanding seamlessly. (3 reviews) - Users appreciate the **easy visualization of data flows** in IBM watsonx.data intelligence for enhanced data understanding. (2 reviews) - Users appreciate the **ease of use** of IBM Watsonx.data intelligence, simplifying data flow understanding and governance. (2 reviews) - Users value the **efficiency** of IBM watsonx.data intelligence, significantly reducing manual efforts and enhancing data management. (2 reviews) - Visualization (2 reviews) - Accuracy (1 reviews) - Customizability (1 reviews) - Features (1 reviews) - Flexibility (1 reviews) **What users dislike:** - Users face **complex implementation** challenges with IBM watsonx.data, requiring specialized expertise and significant effort for setup. (3 reviews) - Users find the **complexity of setup and integration** with IBM watsonx.data intelligence to be quite challenging. (2 reviews) - Users find the **cost of implementation** for IBM watsonx.data intelligence prohibitive, impacting accessibility for many businesses. (2 reviews) - Users highlight the **expertise required** for proper implementation, indicating a need for specialized skills and knowledge. (2 reviews) - Users are concerned about the **extra costs** associated with IBM watsonx.data, including licensing and ongoing expenses. (2 reviews) - Integration Issues (2 reviews) - Setup Difficulty (2 reviews) - Compatibility Issues (1 reviews) - Complex Animation (1 reviews) - Complex Hierarchy (1 reviews) ## IBM watsonx.data intelligence Reviews ### 1. Intuitive Data Lineage Solution **Rating:** 4.5/5.0 stars **Reviewed by:** srikanth c. | Data Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** December 16, 2024 **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. **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. **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. ### 2. Good Data Management Tool ! **Rating:** 4.0/5.0 stars **Reviewed by:** Rahul C. | Consultant, Small-Business (50 or fewer emp.) **Reviewed Date:** January 07, 2025 **What do you like best about IBM watsonx.data intelligence?** It gives clear view of data flow across the systems. Automation features are pretty good on this one. **What do you dislike about IBM watsonx.data intelligence?** Integration issues are there. And also, it's implementation is pretty complex for some users. **What problems is IBM watsonx.data intelligence solving and how is that benefiting you?** It helped us in managing our data flows well. It is a very good tool to manage and improve data flow across your systems. Customer support is good on this one. ### 3. Excellent **Rating:** 4.5/5.0 stars **Reviewed by:** Rinky Y. | Sales Marketing Head, Small-Business (50 or fewer emp.) **Reviewed Date:** November 11, 2024 **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. **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. **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. ### 4. Manta Software review **Rating:** 4.5/5.0 stars **Reviewed by:** Adhi K. | Account Executive, Mid-Market (51-1000 emp.) **Reviewed Date:** November 22, 2024 **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 **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 **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 ### 5. data analyst **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Banking | Mid-Market (51-1000 emp.) **Reviewed Date:** September 08, 2024 **What do you like best about IBM watsonx.data intelligence?** I am evaluating and discovering what IBM Watson can do. **What do you dislike about IBM watsonx.data intelligence?** Now I'm just reviewing the document, I don't have any dislikes yet. **What problems is IBM watsonx.data intelligence solving and how is that benefiting you?** Help me manage all the data that has been created. ### 6. Manta - Managing data flows for your data landscape **Rating:** 4.0/5.0 stars **Reviewed by:** Sumeet J. | Lead Assistant Vice President, Enterprise (> 1000 emp.) **Reviewed Date:** January 10, 2024 **What do you like best about IBM watsonx.data intelligence?** It supports various data sources and platforms accomodating diverse IT environments It's impact analysis features is main USP where it allows users to assess potential impact of changes by understanding how alterations to data sources or processes affect downstream systems. Moreover it also has automated lineage discovery technique which is a plus point. **What do you dislike about IBM watsonx.data intelligence?** There are certain integration challenges- compatability with specific databases and technologies should be thoroughly evaluated **What problems is IBM watsonx.data intelligence solving and how is that benefiting you?** There various problems that are being solved through manta like : 1. Data lineage Visualization 2. Automated impact analysis 3. Documentation and Auditing 4. Collaboration across teams 5. Reduced manual efforts ### 7. A Platform to Improve Data Management and its Associated Processes **Rating:** 4.5/5.0 stars **Reviewed by:** Annet A. | Small-Business (50 or fewer emp.) **Reviewed Date:** June 09, 2023 **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. **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. **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. ### 8. Manta **Rating:** 5.0/5.0 stars **Reviewed by:** Panagiotis K. | Mid-Market (51-1000 emp.) **Reviewed Date:** June 05, 2023 **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. **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. **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. ### 9. Works like a charm for Machine Learning models **Rating:** 4.0/5.0 stars **Reviewed by:** Pranendu Bikash P. | Managed Network Expert, Small-Business (50 or fewer emp.) **Reviewed Date:** October 30, 2022 **What do you like best about IBM watsonx.data intelligence?** The automated stuffs of IBM Watson and its AI capabilities are great. **What do you dislike about IBM watsonx.data intelligence?** Some more Deep Learning possibilities are there. **What problems is IBM watsonx.data intelligence solving and how is that benefiting you?** IBM Watson is solving problems using AI and Machine Learning, which has helped me build models for my future startup. ### 10. Manta has provided visibility into how our data structures are connected to each other. **Rating:** 4.0/5.0 stars **Reviewed by:** Aaron W. | Business Intelligence Manager, Enterprise (> 1000 emp.) **Reviewed Date:** November 18, 2021 **What do you like best about IBM watsonx.data intelligence?** As we onboard new team members and have existing team members work on projects in new data areas, Manta allows us to see how a given data structure is used downstream and upstream in our data pipelines. This allows for appropriate impact analysis and testing whenever logic changes. **What do you dislike about IBM watsonx.data intelligence?** There is a bit of setup required to get it installed and implemented. Also, for complex environments with many tables, there's a bit of organization needed to understand and visualize our data structures. **Recommendations to others considering IBM watsonx.data intelligence:** Have a dedicated resource who will be responsible for understanding the tool's capabilities, installation, and troubleshooting with support. **What problems is IBM watsonx.data intelligence solving and how is that benefiting you?** We've used Manta to visualize lineage between data structures. We have quite a few legacy data pipelines that are not fully understood. Manta allows us to reduce the time it takes to understand how our pipelines function. ### 11. Fast and reliable! **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Small-Business (50 or fewer emp.) **Reviewed Date:** July 03, 2022 **What do you like best about IBM watsonx.data intelligence?** Fast and Easy access to assets. . **What do you dislike about IBM watsonx.data intelligence?** Nothing, so far I have found the catalog useful. **What problems is IBM watsonx.data intelligence solving and how is that benefiting you?** Access to organized resources and knowledge. ### 12. which is easy to understand the lineage between tables and shemas **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Online Media | Small-Business (50 or fewer emp.) **Reviewed Date:** November 18, 2021 **What do you like best about IBM watsonx.data intelligence?** Automatically import and analyze the relationship from the connected schema or databases, which is helpful for BI team to understand the data came from and its relationship to the next level. **What do you dislike about IBM watsonx.data intelligence?** Not much, only the experience when we need to connect or integrate with LDAP, which encountered some problems and fixed by our architect already. **What problems is IBM watsonx.data intelligence solving and how is that benefiting you?** The problem always happened when we imported a new schema or table from CDC side the upper layer, which caused us to confuse the relationship with original tables. And no interface to share between members or users. That is why manta helped us alot. ### 13. Best of the Class Data Lineage Platform **Rating:** 5.0/5.0 stars **Reviewed by:** Isuru S. | Security Consultant, Mid-Market (51-1000 emp.) **Reviewed Date:** December 04, 2019 **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. **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. **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. **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. ### 14. Good JOB! **Rating:** 4.5/5.0 stars **Reviewed by:** Jay D. | Software Engineer , Enterprise (> 1000 emp.) **Reviewed Date:** October 15, 2019 **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! **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 **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 ### 15. Digitally Engaging Software **Rating:** 4.5/5.0 stars **Reviewed by:** M C. | Lecturer, Enterprise (> 1000 emp.) **Reviewed Date:** March 13, 2019 **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. **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. **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. **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. ### 16. good **Rating:** 3.5/5.0 stars **Reviewed by:** Anishka P. | Intern, Mid-Market (51-1000 emp.) **Reviewed Date:** June 26, 2019 **What do you like best about IBM watsonx.data intelligence?** Nice UI and fast. Could have been better and take less time than it usually does. **What do you dislike about IBM watsonx.data intelligence?** Links to some of the other software platforms. should be easier to use. **What problems is IBM watsonx.data intelligence solving and how is that benefiting you?** Building a chatbot. no great benefits greater than the other solutions. ### 17. Very user friendly **Rating:** 4.5/5.0 stars **Reviewed by:** Ruksana B. | Mrs., Enterprise (> 1000 emp.) **Reviewed Date:** March 13, 2019 **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 **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. **Recommendations to others considering IBM watsonx.data intelligence:** I would highly recommend considering IBM Watson Knowledge Catalog **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. ### 18. Great tool to use **Rating:** 4.5/5.0 stars **Reviewed by:** Ankit J. | Data science intern, Mid-Market (51-1000 emp.) **Reviewed Date:** June 21, 2019 **What do you like best about IBM watsonx.data intelligence?** It is easy to use and can great your own chatbot using it **What do you dislike about IBM watsonx.data intelligence?** Difficult for integrating. Couldn't integrate easily with slack **What problems is IBM watsonx.data intelligence solving and how is that benefiting you?** Making a chatbot ### 19. It was ok. **Rating:** 2.0/5.0 stars **Reviewed by:** Verified User in Education Management | Enterprise (> 1000 emp.) **Reviewed Date:** June 21, 2019 **What do you like best about IBM watsonx.data intelligence?** What I liked best was the fact that it exists, though not the implementation. **What do you dislike about IBM watsonx.data intelligence?** IBM Watson knowledge catalog was poorly designed by a group of underpaid developers and marketed by well-compensated demon-vipers. **What problems is IBM watsonx.data intelligence solving and how is that benefiting you?** I am still waiting to reap any benefits. The best feature of the knowledge catalog are the female text 2 speech voices. Very slick! ### 20. Absolutely Fascinating! **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Oil & Energy | Mid-Market (51-1000 emp.) **Reviewed Date:** March 12, 2019 **What do you like best about IBM watsonx.data intelligence?** The interactiveness is breathtaking! To think that I can do all these in real time is excellent! **What do you dislike about IBM watsonx.data intelligence?** Would love to see specific software solutions for the Oil and gas industry built into the platform **Recommendations to others considering IBM watsonx.data intelligence:** Build your team around it and ensure you get custom-fit solutions and software. It would go a long way in changing the nature of the conventional workplace **What problems is IBM watsonx.data intelligence solving and how is that benefiting you?** Communication, Integration, Enhanced flexibility ### 21. Your own repository for analytics assets **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** April 15, 2019 **What do you like best about IBM watsonx.data intelligence?** IBM Watson Knowledge Catalog automatically saves data assets. Best for data engineers, data scientists, business analysts as it lets you find, understand, share and use the assets. **What do you dislike about IBM watsonx.data intelligence?** Since it is cloud-based, it gets slower at times. And it is not free, it is paid. **What problems is IBM watsonx.data intelligence solving and how is that benefiting you?** It bridges the gap between business and technical assets. As it lets you put the assets in the repository and provides business explanations for them. ### 22. Very helpful! **Rating:** 2.5/5.0 stars **Reviewed by:** Philipp Z. | Alliance Manager, Enterprise (> 1000 emp.) **Reviewed Date:** February 14, 2019 **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. **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. **What problems is IBM watsonx.data intelligence solving and how is that benefiting you?** Allocating and identifying unstructured data, e. g. contracts. ### 23. Intelligent recommendations **Rating:** 5.0/5.0 stars **Reviewed by:** Sandipan B. | Digital Marketing Specialist, Internet, Small-Business (50 or fewer emp.) **Reviewed Date:** September 11, 2018 **What do you like best about IBM watsonx.data intelligence?** Access relevant data and assets recommended by Watson and peers across your organization, quicker than ever before. **What do you dislike about IBM watsonx.data intelligence?** Interactively discover, cleanse, and transform your data for productive use in analytics and AI projects with Watson Studio. Understand the quality and distribution of your data with built-in charts and statistics. So, nothing I dislike about this product. **Recommendations to others considering IBM watsonx.data intelligence:** Automatic, dynamic masking of sensitive information protects data from misuse and unlocks the confident sharing of assets previously unavailable to AI application development. **What problems is IBM watsonx.data intelligence solving and how is that benefiting you?** Provides a common business language and vocabulary to enable a deeper understanding of all your data assets - structured, semi-structured and unstructured. ### 24. IBM watson feedback **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Telecommunications | Small-Business (50 or fewer emp.) **Reviewed Date:** March 14, 2019 **What do you like best about IBM watsonx.data intelligence?** It can be used in almost any technology such as in healthcare , teaching assistant, weather forecasting, Knowledge sharing, Technical survey, quiz etc. **What do you dislike about IBM watsonx.data intelligence?** This service too costly. i would like it to use if price is bit lesser. **What problems is IBM watsonx.data intelligence solving and how is that benefiting you?** I used it for its recommendation system. Actually we were optimizing a movie watching website and wanted to use IBM's Watson's recommendation features to recommend movies to users. After using the service our User base increased by around 20% within a month. ### 25. Ibm watson: Great tool for data analytics **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) **Reviewed Date:** March 17, 2019 **What do you like best about IBM watsonx.data intelligence?** Its compatible with any technology. From blood ailments,to cancer,aids to weather forecast,to teaching to engineering and industrial services it can outshine anywhere **What do you dislike about IBM watsonx.data intelligence?** We look for resonable services.Had the cost of the services little friendly it would be of great benefit to users. **What problems is IBM watsonx.data intelligence solving and how is that benefiting you?** I used IBM watson knowledge catalog for recommendation purpose. i am trying to optimise a website for watching old music videos.After using the service the user base has shown up a hike of 10 percent. ### 26. Worth a try if you haven't found one you like yet **Rating:** 2.5/5.0 stars **Reviewed by:** Verified User in Marketing and Advertising | Small-Business (50 or fewer emp.) **Reviewed Date:** March 13, 2019 **What do you like best about IBM watsonx.data intelligence?** I liked that our data was no longer dispersed among various silos. **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. **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. **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. ### 27. Using a Catalog of Knowledge **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** February 12, 2019 **What do you like best about IBM watsonx.data intelligence?** The way Watson is evolving by addressing the needs for its users, and the catalog product has been asked for. **What do you dislike about IBM watsonx.data intelligence?** Only that this would have been implemented earlier. **What problems is IBM watsonx.data intelligence solving and how is that benefiting you?** After the data has been properly standardized, the ability to "catalog" the sets for Watson Analytics was very useful. ### 28. Watson Driving Success **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Venture Capital & Private Equity | Small-Business (50 or fewer emp.) **Reviewed Date:** February 13, 2019 **What do you like best about IBM watsonx.data intelligence?** The fact that non-technical individuals can understand and leverage the Watson powerhouse **What do you dislike about IBM watsonx.data intelligence?** I believe the documentation can be improved **What problems is IBM watsonx.data intelligence solving and how is that benefiting you?** Streamlined access to data science ### 29. Advanced my undersatnding + sparked several ideas / use cases **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Automotive | Mid-Market (51-1000 emp.) **Reviewed Date:** February 12, 2019 **What do you like best about IBM watsonx.data intelligence?** Advanced my undersatnding ot the catalog **What do you dislike about IBM watsonx.data intelligence?** there was nothng that was disliked. Nothing at all. Really. Nothing.. **What problems is IBM watsonx.data intelligence solving and how is that benefiting you?** latcha +assocaites specific use case development d ## IBM watsonx.data intelligence Discussions - [After purchase of a Standard or Professional plan, how much set up is required in order to take full advantage of the product?](https://www.g2.com/discussions/getting-started-757e0d40-0a22-4ff2-988a-190034addd11) - 1 comment, 1 upvote - [What are Capacity Unit-Hours?](https://www.g2.com/discussions/billing-2a290bf4-84f2-4c9f-9cc3-e91a67dc20c3) - 1 comment, 1 upvote - [Can you set up access groups for people in different lines of business?](https://www.g2.com/discussions/access-51c16586-f122-422a-b4df-2db754e90949) - 1 comment, 1 upvote - [Are there data-preparation capabilities in Watson Knowledge Catalog?](https://www.g2.com/discussions/capabilities-d52e8a57-4b4f-49c1-9970-b787ccc2c119) - 1 comment, 1 upvote - [Does Watson Knowledge Catalog provide classification services?](https://www.g2.com/discussions/capabilities-c277dcfe-a08e-49a4-8b8e-381d794c7e0b) - 1 comment, 1 upvote - [View IBM watsonx.data intelligence pricing details and edition comparison](https://www.g2.com/products/ibm-watsonx-data-intelligence/reviews?section=pricing&secure%5Bexpires_at%5D=2026-06-12+00%3A59%3A08+-0500&secure%5Bsession_id%5D=1d34a9db-d23a-496b-b008-d69135e1fe79&secure%5Btoken%5D=8c55054cfe7bf7f8d4336e88cf3309ce194d5e0dff626768a178e0b49fbb4fdc&format=llm_user) ## IBM watsonx.data intelligence Features **Design** - Sculpting - Topology - Drawing - Brush Variety - Effects **Data Governance** - User Access Management - Dynamic Data Masking - Data Lineage **Administration** - Database Management - Access Control - Data Security **Administration** - Data Modelling - Recommendations - Workflow Management - Dashboards and Visualizations **Management** - Business Glossary - Data Discovery - Data Profililng - Reporting and Visualization - Data Lineage **Data management** - Metadata Management - Automation Features - Collaboration - Data Lineage - Data Discovery **Agentic AI - SAP Store** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Move** - Animate - Render - Views **Data Preparation** - Search - Data Quality and Cleansing - Data Transformation - Data Modeling **Federation** - Architecture - Provisioning - Orchestration - API / Integrations **Compliance** - Sensitive Data Compliance - Training and Guidelines - Policy Enforcement - Compliance Monitoring **Security** - Access Control - Roles Management - Compliance Management **Reporting** - Intelligent Insights - Actionable Insights - Dashboards **Store & Manage** - Pipeline - Controls - Template library **Collaboration** - Commenting - Profiling and Classification - Business and Data Glossary - Metadata Management **Transformation** - Data Visualization - Application Performance - Data Modeling **Data Quality** - Data Preparation - Data Distribution - Data Unification **Maintainence** - Data Quality Management - Policy Management **Generative AI** - AI Text Generation - AI Text Summarization **Artificial Intelligence** - Machine Learning Recommendations - Natural Language Query - Automatic Data Cleansing **Generative AI** - AI Text-to-Image - AI Text-to-3D **Generative AI** - AI Text Generation - AI Text Summarization **Generative AI** - AI Text Generation - AI Text Summarization **Agentic AI - Data Governance** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Decision Making **Agentic AI - Machine Learning Data Catalog** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Decision Making ## Top IBM watsonx.data intelligence Alternatives - [Meshy](https://www.g2.com/products/meshy/reviews) - 4.7/5.0 (2,737 reviews) - [SketchUp](https://www.g2.com/products/sketchup/reviews) - 4.5/5.0 (1,296 reviews) - [Egnyte](https://www.g2.com/products/egnyte/reviews) - 4.4/5.0 (1,137 reviews)