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| Criterion |  Product Discovery Learning Card |  Operations Barrier Analysis |  Product Discovery MVP Test Matrix |
|---|---|---|---|
Purposedifferent | The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible. | For a risk that can only be managed through multiple layers of protection, the method examines the effectiveness of each barrier. It shows where safeguards are missing, too weak, or fail under real conditions. | When several minimal variants compete to answer the same question, it makes comparing and choosing between them cleaner. It separates problem, assumption, solution, and evidence. The result is captured as a Test Matrix and a Test Plan. |
Complexitydifferent | Low | Medium | Medium |
Timedifferent | 25-40 min | 2-4 h | 45-75 min |
Participantsdifferent | 1-5 | 2-6 | 2-8 |
Formatdifferent | Workshop + async | Workshop + async | Workshop |
Outputdifferent | Learning Card with evidence and next action | Barrier Inventory, Failure Analysis per Barrier, Action Backlog | Test Matrix, Test Plan |
Tagsno overlap | ExperimentsValidationDiscoveryLearning | Root causeSafetyIncident | ExperimentsValidationDiscoveryOptions |
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