AI-ROI-MEASUREMENT5 MIN READ
Handle 'Show Me the Savings'
Explain AI savings in a way that separates measured impact, monetized value, and remaining assumptions.
Dana D CFO 1 Anchor evidence 2 Protect assumptions 3 Commit follow-up The ask 20 sec Finance review Dana says: 'Give me the savings number for the support assistant by Friday. I do not want a usage story.' The answer must show progress without converting weak assumptions into fake certainty. 38 sec eligible-ticket handle-time drop $42K annual tool and support cost
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