Calculate a RICE score and document the assumptions behind each factor.
Choose between an onboarding checklist and a CSV export cleanup using RICE without hiding uncertainty. RICE = Reach x Impact x Confidence / Effort The common trap is to use total audience as reach, optimistic impact as fact, confidence as mood, and engineering-only time as effort. Reach Checklist reach: 1,200 trial users per quarter. Export cleanup reach: 140 enterprise accounts that use CSV exports per quarter. Reach is not total users. It is the population that will actually encounter the change in a defined period. Impact Checklist impact: 1.0 because it may improve activation. Export cleanup impact: 2.0 because failed…
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