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| Criterion |  Knowledge Modeling Knowledge Mapping |  Operations Gemba Walk |  Product Discovery Assumption 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. | When there is uncertainty about the real course of a process, the method brings observation to the place where work happens. It combines perception, follow-up questions, and process knowledge so decisions rest on actual workflows instead of assumptions. | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. |
Complexitydifferent | Medium | Low | Medium |
Timedifferent | 1-3 h | 30-120 min | 45-60 min |
Participantsdifferent | 3-12 | 2-6 | 2-8 |
Formatdifferent | Workshop | Workshop | Workshop + async |
Outputdifferent | Knowledge Map, Critical Knowledge Areas, Transfer Plan | Observation Notes, Improvement Ideas | Assumption map, Test backlog, Risk ranking |
Tagsno overlap | KnowledgeMappingRisk | LeanObservationProcessOperations | AssumptionsRiskExperimentsValidation |
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