Weaving Intelligence
Enterprise Data Governance
Governance as a scalable discipline — frameworks and operating models that grow with the organization.
This thread centers on the publication's core conviction: governance as a scalable discipline. We examine how to design governance frameworks, operating models, and accountability structures that grow with the organization rather than relying on ad-hoc intervention. That spans federated versus centralized models, scalable operating patterns, and how governance evolves as it meets modern MDM and AI. The through-line is architecture reinforced by accountability: clear ownership and enforceable, documented policy.
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What this thread covers
Designing Governance Frameworks
Building enterprise data governance frameworks that incorporate MDM and AI.
Federated vs. Centralized Governance
Frameworks, models, and operating patterns for federated and centralized governance.
Scalable Operating Models
Designing, implementing, and sustaining governance operating models that scale.
The Evolution of Governance
How governance models are evolving and what that means for modern MDM and AI.
New Enterprise Data Governance articles publish on Fridays, in the weeks Enterprise Data Strategy is not running. Themes fill with articles as the thread publishes — see the Roadmap for what’s coming, or subscribe to follow this thread. Meet the voice behind it.
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Enterprise Data Governance
Before It Had a Name: How Master Data Ended Up at the Bottom of Every Governance Framework
Published 28 August 2026
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