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| Criterion |  Decision Making Assumption Surfacing |  Growth Hooked Model |  Business Strategy VRIO Framework |
|---|---|---|---|
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. | The Hooked Model helps clarify engagement loops, user behavior, and experiments. It makes repeat behavior measurable and captures the result as a hooked loop, trigger map, and reward design. | 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. |
Complexitydifferent | Low | Medium | Medium |
Timedifferent | 45-90 min | Multiple workshops over several weeks | 90-180 min |
Participantsdifferent | 2-8 | 2-8 | 3-6 |
Formatdifferent | Workshop + async | Workshop + async | Workshop |
Outputdifferent | Assumption List, Critical Assumptions, Learning Plan | Hooked loop, Trigger map, Reward design, Ethics check | VRIO Table, Strategic Actions |
Tagsno overlap | AssumptionsRiskDecisionDiscovery | GrowthBehaviorRetention | StrategyDiagnosisBusiness modelCapability |
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