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
To what regions can you deploy Watson Knowledge Catalog?
Regions
If you have regional data restrictions, you can deploy WKC On Cloud to the following cities: Dallas, London, Frankfurt, or Tokyo.
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Question on: IBM watsonx.data intelligence
What is IBM Watson Knowledge Catalog?
Overview
IBM Watson® Knowledge Catalog is a cloud-based enterprise metadata repository that lets you catalog your knowledge and analytics assets, including machine learning models and structured and unstructured data wherever they reside, so that they can be easily accessed and used to fuel data science and all forms of AI.
For selected source types, Watson Knowledge Catalog can automatically discover and register data assets at the provided connection. As assets are added to the catalog, they are automatically indexed and classified, making it easy for users such as data engineers, data scientists, data stewards and business analysts to find, understand, share and use the assets. AI-powered search and recommendations guide users to the most relevant assets in the catalog based on understanding of relationships between assets, how those assets are used, and social connections between users.
Watson Knowledge Catalog also provides an intelligent and robust governance framework that lets you define and enforce data and access policies to ensure that the right data go to the right people.
Through the Watson Knowledge Catalog Business Glossary, users can create a common business vocabulary and associate them to your assets, policies and rules, providing the bridge between the business domain and your technical assets.
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Question on: Triniti Master Data Management
If I have Product Lifecycle Management (PLM) would I still need TPM?
If I have Product Lifecycle Management (PLM) would I still need TPM?
PLM is predominantly for Engineering and Oracle ERP is for mass production. Hence the workflows and attributes are different. TPM has rich functionality to maintain supply chain related information which is lacking in PLM. One of our customers uses both Agile and TPM.
Yes, you would need it for the following reasons:
1 - PLM's usually do not have the notion of Inventory Organizations where the items need to be enabled and Bills of Materials and sourcing rules are maintained. TPM while integrating with the PLM (PDX) enables that additional capability.
2 - ERP users who maintain master data usually do not maintain data in PLM's which are used by product engineers
3 - PLM's do not have capability for Routings, resources, and costs
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




