A CoE should prevent expensive AI projects with unclear outcomes from crowding out high-value work.
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Business value scoring
Value scoring ranks use cases by measurable outcome, adoption potential, strategic fit, delivery effort and risk-adjusted benefit.
A support summarizer has clear cycle-time savings; an undefined 'AI transformation bot' does not.
What metric changes if this AI system succeeds?
REMEMBEREvery AI use case needs a measurable non-AI outcome.
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