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 effectively measure and realize the full business value of their AI investments by linking technical performance to tangible financial outcomes.
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 structure and key gates necessary for successful AI scaling and value realization.
3) AI, Value Measurement, Business Impact, ROI, Governance

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