Insights
Notes on data governance & AI-ready data
Practical perspectives on data management, NDMO / NDI maturity, and getting enterprise data ready for trustworthy AI.
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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…
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Why trustworthy AI needs governed data
Every enterprise AI conversation I join eventually arrives at the same place: the model is the easy part. You can rent a capable model this week. What decides whether it earns trust — and survives contact with production — is the data…
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The importance of data management
Mastery of the Data Management discipline is an essential part of any organization’s digital transformation journey. It is part of being a data-driven organization and it is a pre-requisite for success in the exploitation and monetization of your data assets. Organizations with mature…