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| Criterion |  Decision Making Assumption Surfacing |  Product Discovery Dual-Track Agile |  Product Discovery Learning Card |  Product Discovery Fake Door Test |
|---|---|---|---|---|
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 uncertainty and delivery run in parallel, it separates learning work from implementation while keeping both connected. It prevents unvalidated ideas from falling directly into the delivery stream. | The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible. | When demand is still unclear, it measures interest in a feature before it is built. It separates real behavior from polite agreement and deliberately keeps build effort small. |
Complexitydifferent | Low | Medium | Low | Medium |
Timedifferent | 45-90 min | Laufend, Wochen bis Monate | 25-40 min | 1-5 Tage |
Participantsdifferent | 2-8 | 4-10 | 1-5 | Nutzertraffic |
Formatdifferent | Workshop + async | Workshop + async | Workshop + async | Async |
Outputdifferent | Assumption List, Critical Assumptions, Learning Plan | Discovery Backlog, Delivery Backlog, Experiment-Ergebnisse, Validierte Stories | Learning Card with evidence and next action | Click Data, Interest Signal, Learning Decision |
Tags1 shared | AssumptionsRiskDecisionDiscovery | AgileDiscoveryDelivery | ExperimentsValidationDiscoveryLearning | ValidationExperimentsDemandDiscovery |