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  1. Home
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  3. watsonx.data intelligence
Logo of watsonx.data intelligence

watsonx.data intelligence

byIBM
in
4.5
Market Presence: Metadata Management Solutions, Augmented Data Quality Solutions

Overview

Product Information on watsonx.data intelligence

Updated 13th November 2025

What is watsonx.data intelligence?

IBM watsonx.data intelligence helps 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. A Demo Library and a Free Trial are available on the product page showcasing product features and use cases.

watsonx.data intelligence Pricing

IBM watsonx.data intelligence offers value-aligned pricing that scales with usage, making it cost-effective for organizations of all sizes. IBM watsonx.data intelligence can be deployed in various environments such as cloud, hybrid, or on-premises. The on-premises offering is available via subscription or perpetual licenses, whereas SaaS offering allows customers to seamlessly upgrade across tiers, as needed, based on usage and functionality.

watsonx.data intelligence Product Images

Data Intelligence Agent
Data Intelligence Agent
Data Lineage
Data Lineage
Governance and Catalog
Governance and Catalog

Overall experience with watsonx.data intelligence

Data And Analytics Manager
3B - 10B USD, Manufacturing
FAVORABLE

“Data catalog with lineage and governance supports users, requires ample set up time and support. ”

4.0
Jan 8, 2026
WatsonX user for data governance and cataloging replacing an existing competitor project. Overall, the governance, lineage tracking, and data catalog work very well together.
There are no reviews in this category.
CRITICAL

About Company

Company Description

Updated 15th January 2024

IBM is a well-established entity focused on technology and development. The primary mission revolves around fostering technological growth and enhancing infrastructure, achieved through focused developments and consulting services. By encouraging inventiveness and innovation, it is geared towards facilitating the transition of theoretical ideas into practical realities, thus improving global functionalities. IBM brings about transformation by creating advanced solutions that reshape and redefine the world.

Company Details

Updated 15th January 2024
Company type
Public
Year Founded
1911
Head office location
Armonk, New York, United States
Number of employees
10001+
Annual Revenue
30B+ USD
Website
http://www.ibm.com

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Key Insights

A Snapshot of What Matters - Based on Validated User Reviews

Reviewer Insights for: watsonx.data intelligence
Performance of watsonx.data intelligence Across Market Features

watsonx.data intelligence Likes & Dislikes

Like

The centralized visibility has made it easier for shared data assets to be more readily usable across teams and locations. Users can easily tell where data comes from, how it is defined and where else it is used in the data landscape without relying on tribal knowledge of an individual or multiple tools.

Like

Clear visualization and automation features

Like

metadata, automation and AI readiness

Dislike

It was slow to build and configure, thus making it slow for users to trust and adopt. It took a hard decommission of other tools to truly gain usership.

Dislike

The complex setup and implementation

Dislike

complex setup , learning curve, cost and requires metadata management

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Peer Discussions

watsonx.data intelligence Reviews and Ratings

Showing data for 2 ratings and reviews for DataOps Tools market. View all 78 ratings and reviews across markets for a complete picture.

4.5

(2 Ratings)

Rating Distribution

5 Star
50%
4 Star
50%
3 Star
0%
2 Star
0%
1 Star
0%
Why ratings and reviews count differ?

Customer Experience

Evaluation & Contracting

5.0

Integration & Deployment

3.0

Service & Support

4.5

Product Capabilities

5.0

Filter Reviews
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  • Data And Analytics Manager
    1B-10B USD
    Manufacturing
    Review Source

    Data catalog with lineage and governance supports users, requires ample set up time and support.

    4.0
    Jan 8, 2026
    WatsonX user for data governance and cataloging replacing an existing competitor project. Overall, the governance, lineage tracking, and data catalog work very well together.
  • RESEARCH AND DEVELOPMENT ASSOCIATE
    1B-10B USD
    Healthcare and Biotech
    Review Source

    IBM watsonx.data Offers Strong Data Mapping but Faces Setup Difficulties

    5.0
    Jan 5, 2026
    IBM watsonx.data intelligence is a strong tool for data lineage. governance. It provides data mapping flows across systems and reduces manual overhead. However, the setup is relatively complex, and the cost is high.
  • Director Of Product Management
    10B+ USD
    Software
    Review Source

    Strong Data Lineage and Metadata Features With Developing Semantic AI Tools

    4.0
    Mar 9, 2026
    The platform unifies data cataloging, governance, and sharing in an AI-powered ecosystem, making it easier to manage hybrid/multi-cloud data estates. Deployment was smooth with good integration to our existing tools
  • IT Technology Principal Consultant
    10B+ USD
    Software
    Review Source

    Complex Setup and Learning Curve Challenge Data Asset Management Platform

    4.0
    Mar 10, 2026
    helps in discovery, catalog, manage,govern and share data assets in our org
  • Data Analyst
    50M-1B USD
    Software
    Review Source

    Centralized Data Catalog Enhances Data Visibility and Eases Metadata Management Tasks

    4.0
    Dec 29, 2025
    My personal overall experience has been really good. It really helped me with governance controls, metadata management and clear data visibility which really made my job easy while doing analysis.
Showing Result 1-5 of 5

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