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| Criterion |  Product Discovery Kano Model |  Systems Thinking VUCA Scan |  Decision Making Cynefin Workshop |
|---|---|---|---|
Purposedifferent | When features need to be distinguished by their effect on satisfaction, it makes expectations and surprises comparable. It separates basic needs, performance contribution, and delight. | The VUCA Scan helps read difficult situations more precisely. Instead of treating unclarity as generally complicated, the method separates fast change, missing knowledge, systemic entanglement, and ambiguous interpretation. | When problems are unclear, chaotic, or only seemingly familiar, standard recipes fall short. A Cynefin Workshop sorts situations by the nature of their problem and connects them with matching action logic. |
Complexitydifferent | Medium | Low | Medium |
Timedifferent | 1-2 Tage | 30-90 min | 60-180 min |
Participantsdifferent | 10-50 | 1-10 | 4-20 |
Formatdifferent | Workshop + async | Workshop + async | Workshop |
Outputdifferent | Kano Matrix, Feature Classes, Priority Themes | VUCA Map, Response Options, Signal and Learning Plan | Cynefin Map, Domain-specific Actions, Sensemaking Notes |
Tagsno overlap | SatisfactionPrioritizationCustomer | SensemakingUncertaintyComplexityStrategyForesight | ComplexitySensemakingDecision |
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