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A well-built Gold layer should be the first place we look for an answer. Agreed definitions, reliable data and business logic we can reuse. Lovely jubbly, let’s use it!


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I hate Norman doors. And I hate the people who design them.

What is a Norman door? It's pure evil is what it is. Look at this picture and answer me this — should you push, or should you pull this door?

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Public services do not have a data shortage, or an AI shortage. They have a data integration problem. Until good-quality, connected data sits on a shared foundation, AI will continue...


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Government doesn't have a data problem. It has a foundations problem. Until that's fixed, AI, analytics and better decision-making will keep stalling in the same places.


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