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| Criterion |  Knowledge Modeling Knowledge Mapping |  Decision Making Assumption Surfacing |  Product Strategy ICE Scoring |  Knowledge Modeling Concept Mapping |
|---|---|---|---|---|
Purposedifferent | 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. | 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. | When ideas need sorting quickly, it condenses impact, confidence, and effort into one compact score. It connects customer value, product logic, and decision priorities. The result is captured as an ICE table and top-ideas list. | 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. |
Complexitydifferent | Medium | Low | Low | Medium |
Timedifferent | 1-3 h | 45-90 min | 30-60 min | 1-2 h |
Participantsdifferent | 3-12 | 2-8 | 2-8 | 1-8 |
Formatdifferent | Workshop | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Knowledge Map, Critical Knowledge Areas, Transfer Plan | Assumption List, Critical Assumptions, Learning Plan | ICE Table, Top Idea List | Concept Map, Relationship Labels, Knowledge Gaps |
Tagsno overlap | KnowledgeMappingRisk | AssumptionsRiskDecisionDiscovery | PrioritizationScoringGrowthDecision | KnowledgeConceptsMappingSensemaking |