Score an AI data initiative with RICE
Calculate a rough RICE score for an AI data initiative and interpret the result.
Choose between hardening support triage data and building a board-summary data mart for AI-generated executive updates. RICE score = Reach x Impact x Confidence / Effort Letting executive visibility override reach and confidence. A highly visible AI demo can score poorly if it affects few decisions and rests on weak evidence. Reach Support triage affects 8,000 weekly decisions. Board summary affects 12 executives monthly. Reach counts the population or decision volume touched within a defined period. Impact Support triage impact is medium at 1. Board summary impact is high at 2 if it changes executive action. Impact should be tied…
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