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| Criterion |  Decision Making Assumption Surfacing |  Agile Affinity Estimation |  Decision Making Cynefin Workshop |
|---|---|---|---|
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. | When problems are unclear, chaotic, or only seemingly familiar, standard recipes fall short. A Cynefin Workshop sorts situations by the nature of their problem and connects them with matching action logic. |
Complexitydifferent | Low | Medium | Medium |
Timedifferent | 45-90 min | 30-90 min | 60-180 min |
Participantsdifferent | 2-8 | 3-12 | 4-20 |
Formatdifferent | Workshop + async | Workshop | Workshop |
Outputdifferent | Assumption List, Critical Assumptions, Learning Plan | Affinity Size Map, Grouped Estimates, Unclear Items | Cynefin Map, Domain-specific Actions, Sensemaking Notes |
Tagsno overlap | AssumptionsRiskDecisionDiscovery | EstimationBacklogRelative sizing | ComplexitySensemakingDecision |
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