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| Criterion | ![]() Growth Funnel Analysis | ![]() Decision Making Red Teaming | ![]() Decision Making Cynefin Workshop |
|---|---|---|---|
Purposedifferent | When many visitors or users drop off along the way, the reason behind the number often stays hidden. Funnel Analysis exposes these transitions and makes visible exactly where the path collapses. | For strategic decisions with high reach, agreement and gut feeling are often not enough. Red teaming brings deliberate opposition into the situation and tests where a plan breaks under real counterarguments. | 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 | High | Medium |
Timedifferent | 1-3 h | 1-4 h | 60-180 min |
Participantsdifferent | 1-5 | 3-8 | 4-20 |
Formatdifferent | Async | Workshop | Workshop |
Outputdifferent | Funnel report, Drop-off analysis, Optimization hypotheses | Challenge Findings, Risk Register, Mitigation Plan | Cynefin Map, Domain-specific Actions, Sensemaking Notes |
Tagsno overlap | AnalyticsConversionGrowth | RiskDecisionSensemaking | ComplexitySensemakingDecision |
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