AI spend is fragmenting across shadow tools. Leadership should:

Question

Accepted Answer

Create a governed intake process, preferred platform standards, and portfolio view of AI investments tied to outcomes. — Shadow AI spend needs intake, platform standards, and a portfolio view tied to outcomes.

Answer

Ban all AI without strategy.

Answer

Allow unlimited personal API keys on production data.

Answer

Ignore cost until year-end surprise.

AI spend is fragmenting across shadow tools. Leadership should:

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