Who owns the Data?

Years ago, we centralized data.
IT got the golden mask.
Business got frustrated.

Here’s what we learned:

Centralized ownership:

• Strong governance, stronger bottlenecks
• Clear standards, lost context
• Perfect pipelines, unclear business impact

Federated ownership:

• More chaos, more relevance
• Varying quality, real accountability
• Innovation closer to the problem

The carnival of centralization looked beautiful.
One conductor. One rhythm.

But the business wasn’t dancing.

Federated governance isn’t about giving up control. It’s about sharing it.

Centralized standards + Local ownership = Data that actually gets used

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