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Your data infrastructure is your AI strategy

Quality, lineage, and access are not prerequisites to the strategy. They are the strategy.

By Daniel Timpane

This essay hasn't been written yet. Below is the working premise and the questions it will try to answer.

The premise

Every company now has an AI strategy deck. Far fewer have the data foundation that would let it run. A look at why the boring layers — quality, master data, governance, real-time access — decide who gets real value.

Questions I want to answer

  1. 1.What's the difference between having data and having usable data?
  2. 2.Where do the data foundation and the action layer meet?
  3. 3.How should leaders sequence the investment?
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