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| Criterion |  Decision Making Assumption Surfacing |  Agile Affinity Estimation |  Decision Making RAPID |
|---|---|---|---|
Purposedifferent | Plans often contain assumptions that were never openly stated and remain dangerous precisely because of that. Assumption Surfacing makes these silent premises visible and prioritizes which of them carry the initiative or could sink it. | When many tasks need to be classified quickly, it sorts them by perceived effort and similarity. It reduces the effort of fine-grained estimation for large volumes. | In complex management decisions, clarity is often missing about who recommends, who agrees, and who makes the decision. RAPID creates this assignment and stabilizes decisions across several levels. |
Complexitydifferent | Low | Medium | Medium |
Timedifferent | 45-90 min | 30-90 min | 45-90 min |
Participantsdifferent | 2-8 | 3-12 | 3-12 |
Formatdifferent | Workshop + async | Workshop | Workshop + async |
Outputdifferent | Assumption List, Critical Assumptions, Learning Plan | Affinity Size Map, Grouped Estimates, Unclear Items | RAPID Role Map, Recommendation, Decision Log |
Tagsno overlap | AssumptionsRiskDecisionDiscovery | EstimationBacklogRelative sizing | DecisionRolesGovernance |
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