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| Criterion |  Agile WSJF |  Knowledge Modeling Knowledge Mapping |  Product Strategy ICE Scoring |  Knowledge Modeling Concept Mapping |
|---|---|---|---|---|
Purposedifferent | When many tasks compete for the same capacity, it orders work by economic impact. It makes time lost, benefit, and effort comparable together. | 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. | 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 | High | Medium | Low | Medium |
Timedifferent | 45-90 min | 1-3 h | 30-60 min | 1-2 h |
Participantsdifferent | 3-10 | 3-12 | 2-8 | 1-8 |
Formatdifferent | Workshop | Workshop | Workshop + async | Workshop + async |
Outputdifferent | Ranked Backlog, Cost-of-Delay Assumptions | Knowledge Map, Critical Knowledge Areas, Transfer Plan | ICE Table, Top Idea List | Concept Map, Relationship Labels, Knowledge Gaps |
Tagsno overlap | LeanEconomicsSequencePrioritization | KnowledgeMappingRisk | PrioritizationScoringGrowthDecision | KnowledgeConceptsMappingSensemaking |