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Why Data Governance Fails at Scale: It’s Not Data, It’s Ownership

  • Writer: Madhukeshwar Bhat
    Madhukeshwar Bhat
  • 2 hours ago
  • 1 min read

YouTube Link for short talk : https://youtu.be/koNNzeSbV8s



Many organizations treat data problems as technology problems.

In reality, they are ownership and control problems.


In areas like Data Office and Anti-Financial Crime, data doesn’t fail because it doesn’t exist; it fails because it isn’t clearly owned, governed, or consistently controlled.


If we want data to scale, we need to move beyond tools and focus on the systems around data: ownership, decision rights, and control frameworks.


 
 
 

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