Insights
Category: Data Governance
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From Data Governance to AI Governance: The Same Foundation, a Much Longer Checklist
My work is in data management and governance, the discipline that translates business and data strategy into data policy and standards, fixes accountability through owners and stewards, and holds both in place through continuous oversight and measurement. That is the vantage point…
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Govern the meaning, not just the data
Most AI teams I meet are convinced they have a retrieval problem. Their assistants and agents give inconsistent answers, so they reach for more — more context in the prompt, then RAG, then another connected system, then more documents, more metadata, more…
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Data governance operating models that stick
I have set up data governance in many large organisations. I know where it usually fails — and it is almost never the framework. Organisations write a competent policy, convene a council, publish the standards, and then underinvest in the one thing…