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| Criterion |  Decision Making Red Teaming |  Knowledge Modeling IBIS |  UX Design Customer Journey Canvas |  UX Research Customer Journey Mapping |
|---|---|---|---|---|
Purposedifferent | 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. | IBIS structures thinking about complex questions as a sequence of issues, ideas, and arguments. The method keeps discussions open without forcing them into premature consensus. | When a journey needs to be understood across several phases, it arranges experience, touchpoints, and opportunities into one picture. It makes gaps and friction along the user path clear. | When a user journey falls apart across many touchpoints, customer journey mapping makes the experience visible as a coherent arc. Phases, emotions, and breaks become legible enough to prioritize critical moments deliberately. |
Complexitydifferent | High | Medium | Medium | Medium |
Timedifferent | 1-4 h | 1-3 h | 1-3 h | 2-4 h |
Participantsdifferent | 3-8 | 2-8 | 3-10 | 4-10 |
Formatdifferent | Workshop | Workshop + async | Workshop | Workshop |
Outputdifferent | Challenge Findings, Risk Register, Mitigation Plan | Issue Map, Positions, Argument Notes | Customer Journey Canvas, Pain Points, Experience Opportunities | Journey Map, Pain-point List, Opportunity Backlog |
Tagsno overlap | RiskDecisionSensemaking | RationaleKnowledgeDecision | JourneyCustomerService designCanvas | JourneyServiceService design |