Unify governance with an AI driven data catalog

Automate giving your data estate semantic meaning and context

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IBM named a Leader in the 2025 Gartner® Magic Quadrant™ for Metadata Management Solutions
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Intelligent catalog for unified governance

Data governance and catalog capabilities connect business context to your data—linking definitions, policies, and relationships to technical assets. With governance workflows and shared context in place, teams and agents can better understand, trust, and manage data across the organization. This alignment ensures the right data is used for the right purpose, improving compliance, consistency, and decision-making.

This capability connects business meaning, policies, and relationships to data, enabling AI and systems to interpret and use data with the correct context and control.

Why this matters for AI

So AI understands data in the right business context and applies policies correctly.
Governed catalogs

Using advanced data classification and masking functions, data protection rules support secure data handling through data lineage tracking and comprehensive audit trails.   

 Data protection rules
Knowledge accelerators

Facilitating the swift deployment of data governance and analytics frameworks, ready-to-use vocabularies help ensure a consistent approach to data quality and compliance, saving time and effort.

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LLM-powered metadata enrichment

Built on trusted IBM Research® models, automatically analyze and enhance technical metadata with more context, labels or descriptions, across thousands of assets concurrently.

 Read the blog
Intelligent search

Expands and enhances user queries by using AI to quickly surface crucial information and insightful answers that are directly relevant, and based on semantic meaning.

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Enhanced governance, quality and security

Manual processes, low data literacy and growing data volumes hinder data and AI initiatives. A DataOps practice with a data catalog tool can drive agility and speed by delivering high-quality, trusted enterprise data and enabling collaboration.
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Improve data quality

Interprets data in the business context that it is used. You can discover and assess data quality for millions of assets, wherever the data resides.

 Data quality (1:14)
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Manage data privacy and compliance

Enable data privacy and define data policies that describe how data can be used and handled.

 Watch video tutorial
Animated image of new data protection rule UI
Govern data lakehouses

Discover how it can be used as a central hub for sensitive data policies that can then be enforced within IBM® watsonx.data™.

 Watch the demo
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Enable self-service discovery and analysis

Empower data citizens with quick access to quality data. Share insights and awareness of trusted data to drive monetization. Deploy data for AI, reducing costs and speeding time to value.

 Take the tutorial on self-service capabilities
Animated image of grpr-analysis-workbook UI dashboard workflow
Improve data quality

Interprets data in the business context that it is used. You can discover and assess data quality for millions of assets, wherever the data resides.

 Data quality (1:14)
Screenshot showing redact social security number UI
Manage data privacy and compliance

Enable data privacy and define data policies that describe how data can be used and handled.

 Watch video tutorial
Animated image of new data protection rule UI
Govern data lakehouses

Discover how it can be used as a central hub for sensitive data policies that can then be enforced within IBM® watsonx.data™.

 Watch the demo
Screenshot showing visualizing data in a project
Enable self-service discovery and analysis

Empower data citizens with quick access to quality data. Share insights and awareness of trusted data to drive monetization. Deploy data for AI, reducing costs and speeding time to value.

 Take the tutorial on self-service capabilities
Benefits >70% Knowledge accelerators

More than 70% cost savings in manual labor for regulatory compliance.

 >90% LLM-based metadata enrichment

More than 90% reduction in time and effort for mapping business terms to data and generating asset names and descriptions.

 ~55% Intelligent search

Time spent searching for data decreased by approximately 55%.

 Webinars

On-demand webinar
How IBM brings OpenLineage to hybrid data landscapes
On-demand webinar
Data Intelligence made simple: natural language insights with MCP
On-demand webinar
Simplify data access with Text2SQL for your Data Product Marketplace.
On-demand webinar
Explore how IBM is reshaping data discovery, access and management with AI-powered Intelligent Search and the Data Intelligence Assistant.
On-demand webinar
Discover how IBM watsonx.data intelligence uses Gen AI to simplify data governance and improve data access.
On-demand webinar
Learn how IBM automates data quality and helps track lineage to ensure trusted, compliant data.

Resources

ebook
Read the ebook 'Data governance for data-driven organizations' to explore how trusted governance accelerates analytics success.
Blog
Discover how Data and AI governance work together to strengthen compliance and drive innovation.
Analyst report
Review the CODB Report 2025 to understand market insights shaping governance and catalog strategies.
Take the next step 

Try now and activate business-ready data for AI and analytics with intelligence backed by active metadata management.

  1. Try watsonx.data intelligence for free
  2. Book a live demo
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Disclaimer

* Examples presented are illustrative only. Actual results will vary based on client configurations and conditions and, therefore, generally expected results cannot be provided.