From promise to impact: How companies can measure— and realize—the full value of AI

2026

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AI-generated summary

1) This report provides a framework for companies to move beyond AI experimentation and achieve tangible business impact by rigorously measuring and scaling AI initiatives.
2) * Introduces a five-layer framework for measuring AI value, from technical performance to financial impact.
* Details how to operationalize this framework through management cadence and project phases.
* Explains the governance structures and decision gates necessary for successful AI scaling.
3) AI, measurement, impact, value, scaling

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