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AI ROI

How Should Enterprises Calculate AI ROI? Measure Cost per Accepted Business Outcome, Not Token Spend

October 12, 2026 by Peter
A glasses-wearing gorilla character sits beside a visual board showing an AX mission, a bounded PoC moving from Draft to Verified to Accepted, projected time savings marked not yet verified, sponsor accountability, and accepted work, total task cost, and realized value.

How a business-unit sponsor can prove enterprise AI value through bounded PoCs, accepted outcomes and full workflow unit economics.

Categories Enterprise AI Tags AI PoC, AI ROI

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