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Selected:Hypothesis-Driven TroubleshootingAssumption MappingVRIO FrameworkBusiness Model Stress Test
| Criterion |  Engineering Hypothesis-Driven Troubleshooting |  Product Discovery Assumption Mapping |  Business Strategy VRIO Framework |  Business Strategy Business Model Stress Test |
|---|---|---|---|---|
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. | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | 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. | A Business Model Stress Test checks how well a business model holds up under pressure and headwinds. It compares strengths, risks, market logic, and courses of action. The result is captured as a stress-test report and action plan per scenario. |
Complexitydifferent | Medium | Medium | Medium | High |
Timedifferent | 30-240 min | 45-60 min | 90-180 min | Half day |
Participantsdifferent | 1-6 | 2-8 | 3-6 | 3-8 |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Workshop |
Outputdifferent | Hypothesis Log, Test Plan, Evidence Notes, Diagnosis Summary | Assumption map, Test backlog, Risk ranking | VRIO Table, Strategic Actions | Stress Test Report, Action Plan per Scenario |
Tagsno overlap | TroubleshootingProblem solvingDiagnosis | AssumptionsRiskExperimentsValidation | StrategyDiagnosisBusiness modelCapability | StrategyBusiness modelRiskDiagnosis |