Data Governance Tools Resources
Articles, Glossary Terms, Discussions, and Reports to expand your knowledge on Data Governance Tools
Resource pages are designed to give you a cross-section of information we have on specific categories. You'll find articles from our experts, feature definitions, discussions from users like you, and reports from industry data.
Data Governance Tools Articles
Leveraging Data Governance Across Big Data Environments
Data is a critical asset to organizations today and the growing volume of diverse data generation is making data management and governance increasingly important and challenging. Managing the ever-increasing complexity in data sets has given rise to the concept of big data, but what exactly is big data, and why is it important for businesses?
by Isha Kaur
The Case for Multicloud Infrastructure Adoption
Putting all your eggs in one basket doesn’t always work out well. We’ve all done it, and when done in a business context (e.g., Cloudflare’s July outage that briefly tanked numerous web-based businesses), the consequences can be far-reaching and dire.
by Zack Busch
Data Governance Tools Glossary Terms
Data Governance Tools Discussions
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Question on: IBM watsonx.data intelligence
Does Watson Knowledge Catalog provide classification services?
Capabilities
Watson Knowledge Catalog can automatically classify columns in your data assets when they are added to the catalog. Built-in components provide over 160 attribute classifiers, including names, emails, postal addresses, credit card numbers, driver's license numbers, government identification numbers, dates of birth, demographic information, Data Universal Numbering System (DUNS) numbers and more. Catalogs also profile unstructured data assets and extract metadata from content, such as categories, concepts, sentiment and emotion.
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Question on: IBM watsonx.data intelligence
Can you delete or change the original source of data with a data policy that masks data?
Data Sources
No. When a data-protection policy anonymizes sensitive data in the catalog, only the preview data which is managed by the application is transformed. The original source data is not modified.
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Question on: IBM watsonx.data intelligence
Does Watson Knowledge Catalog provide governance services?
Capabilities
Watson Knowledge Catalog includes an automated policy-enforcement engine that will determine outcomes based upon the policies and the action that has taken place. Watson Knowledge Catalog provides the ability to set up your governance policies within the system, so that you can restrict access to data or transform the data by masking sensitive content.
Data Governance Tools Reports
Mid-Market Grid® Report for Data Governance
Fall 2026
G2 Report: Grid® Report
Grid® Report for Data Governance
Fall 2026
G2 Report: Grid® Report
Enterprise Grid® Report for Data Governance
Fall 2026
G2 Report: Grid® Report
Momentum Grid® Report for Data Governance
Fall 2026
G2 Report: Momentum Grid® Report
Small-Business Grid® Report for Data Governance
Fall 2026
G2 Report: Grid® Report
Enterprise Grid® Report for Data Governance
Summer 2026
G2 Report: Grid® Report
Small-Business Grid® Report for Data Governance
Summer 2026
G2 Report: Grid® Report
Mid-Market Grid® Report for Data Governance
Summer 2026
G2 Report: Grid® Report
Grid® Report for Data Governance
Summer 2026
G2 Report: Grid® Report
Momentum Grid® Report for Data Governance
Summer 2026
G2 Report: Momentum Grid® Report




