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| Criterion | ![]() Knowledge Modeling IBIS | ![]() Knowledge Modeling Concept Mapping | ![]() Product Discovery Assumption Mapping | ![]() Knowledge Modeling Knowledge Mapping |
|---|---|---|---|---|
Purposedifferent | 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. | Concept Mapping arranges terms and relationships in a network that makes subject-matter connections tangible. It fits when a topic needs to be understood structurally rather than linearly. | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | Knowledge Mapping makes knowledge, gaps, and transfer paths visible across a field. It fits when expertise should not just exist but also be findable and transferable. |
Complexitysame | Medium | Medium | Medium | Medium |
Timedifferent | 1-3 h | 1-2 h | 45-60 min | 1-3 h |
Participantsdifferent | 2-8 | 1-8 | 2-8 | 3-12 |
Formatdifferent | Workshop + async | Workshop + async | Workshop + async | Workshop |
Outputdifferent | Issue Map, Positions, Argument Notes | Concept Map, Relationship Labels, Knowledge Gaps | Assumption map, Test backlog, Risk ranking | Knowledge Map, Critical Knowledge Areas, Transfer Plan |
Tagsno overlap | RationaleKnowledgeDecision | KnowledgeConceptsMappingSensemaking | AssumptionsRiskExperimentsValidation | KnowledgeMappingRisk |



