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| Criterion |  Knowledge Modeling Knowledge Mapping |  Knowledge Modeling Concept Mapping |  Growth North Star Metric |
|---|---|---|---|
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. | 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 product teams track many metrics, the view of the actual customer outcome easily gets lost. A North Star Metric bundles growth, usage, and value contribution into one signal that makes the system's direction visible. |
Complexitysame | Medium | Medium | Medium |
Timedifferent | 1-3 h | 1-2 h | 1-2 h |
Participantsdifferent | 3-12 | 1-8 | 3-8 |
Formatdifferent | Workshop | Workshop + async | Workshop + async |
Outputdifferent | Knowledge Map, Critical Knowledge Areas, Transfer Plan | Concept Map, Relationship Labels, Knowledge Gaps | North Star metric, Input metric tree, Measurement cadence |
Tagsno overlap | KnowledgeMappingRisk | KnowledgeConceptsMappingSensemaking | GrowthMetricsAlignmentRetention |
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