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Decision-grade perspectives across AI, strategy, projects, operations, engineering, leadership, governance and transformation.

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A Better KPI Does Not Prove the Program Created Value

A metric can improve without proving program impact. Better benefits governance separates measurement, attribution, dependencies and double counting.

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