Calculate RICE Without Losing Judgment
Compute a RICE score and interpret what the score does and does not prove.
Compare passwordless login against an onboarding checklist for the next roadmap slot. RICE = Reach x Impact x Confidence / Effort The common trap is treating a high score as truth when reach, impact, confidence, or effort were guessed without evidence. Reach Passwordless login affects 1,200 trial users per month who hit login or password reset. The checklist affects about 650 new admins per month. Reach needs a time window and a countable population. Without that, teams compare impressions instead of exposure. Impact Login impact is rated 2 because it removes a hard access blocker. Checklist impact is rated 1.5…
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