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| Criterion |  Knowledge Modeling Knowledge Mapping |  Product Strategy ICE Scoring |  Product Discovery Assumption Mapping |  Decision Making Risk Matrix |
|---|---|---|---|---|
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. | 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. | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | When a project faces many possible disruptions, it quickly becomes unclear which risks deserve attention first. It separates options, evaluation criteria, and open risks. The result is captured as a Risk Matrix and a Top Risk List. |
Complexitydifferent | Medium | Low | Medium | Low |
Timedifferent | 1-3 h | 30-60 min | 45-60 min | 30-60 min |
Participantsdifferent | 3-12 | 2-8 | 2-8 | 3-10 |
Formatdifferent | Workshop | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Knowledge Map, Critical Knowledge Areas, Transfer Plan | ICE Table, Top Idea List | Assumption map, Test backlog, Risk ranking | Risk Matrix, Top Risk List |
Tagsno overlap | KnowledgeMappingRisk | PrioritizationScoringGrowthDecision | AssumptionsRiskExperimentsValidation | RiskDecisionPrioritizationAssessment |