Free tool

RICE / ICE Scorer

This is a sensitivity tool: score the work, then stress-test the assumptions that make a ranking feel certain. It complements the Backlog Prioritizer → and Backlog Triage Board →

Framework and sensitivity

FrameworkConfidence haircut · 100%Effort inflation · 1.0×

NameReach / qtrImpactConfidence %Effort weeks

1. Improve onboarding40.00

2. Faster search40.00

3. Team invites40.00