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| Criterion |  Engineering Hypothesis-Driven Troubleshooting |  Business Strategy VRIO Framework |  Product Discovery Learning Card |  Product Discovery MVP Test Matrix |
|---|---|---|---|---|
Purposedifferent | When systems fail unexpectedly, spontaneous attempts often produce more noise than insight. Hypothesis-driven Troubleshooting translates symptoms into testable assumptions and makes troubleshooting learnable. | The VRIO Framework rates resources and capabilities on whether they are Valuable, Rare, Inimitable, and Organized. It compares strengths, risks, market logic, and courses of action. The result is captured as a VRIO table and strategic actions. | The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible. | 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 | Medium | Medium | Low | Medium |
Timedifferent | 30-240 min | 90-180 min | 25-40 min | 45-75 min |
Participantsdifferent | 1-6 | 3-6 | 1-5 | 2-8 |
Formatdifferent | Workshop + async | Workshop | Workshop + async | Workshop |
Outputdifferent | Hypothesis Log, Test Plan, Evidence Notes, Diagnosis Summary | VRIO Table, Strategic Actions | Learning Card with evidence and next action | Test Matrix, Test Plan |
Tagsno overlap | TroubleshootingProblem solvingDiagnosis | StrategyDiagnosisBusiness modelCapability | ExperimentsValidationDiscoveryLearning | ExperimentsValidationDiscoveryOptions |