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| Criterion |  Decision Making Assumption Surfacing |  Engineering Failure Scenario Analysis |  Product Discovery Learning Card |
|---|---|---|---|
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. | In critical processes, it is not enough to plan only for the normal case. Failure Scenario Analysis looks at the path into failure and shows which failures, chains, and control gaps cause the most damage. | The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible. |
Complexitydifferent | Low | Medium | Low |
Timedifferent | 45-90 min | 1-3 h | 25-40 min |
Participantsdifferent | 2-8 | 3-8 | 1-5 |
Formatdifferent | Workshop + async | Workshop | Workshop + async |
Outputdifferent | Assumption List, Critical Assumptions, Learning Plan | Failure Scenarios, Risk Notes, Control Gaps, Test and Response Actions | Learning Card with evidence and next action |
Tagsno overlap | AssumptionsRiskDecisionDiscovery | FailureResilienceRisk | ExperimentsValidationDiscoveryLearning |
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