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| Criterion |  Product Discovery Context Canvas |  Knowledge Modeling Knowledge Mapping |  Knowledge Modeling Concept Mapping |  Agile Acceptance Criteria Workshop |
|---|---|---|---|---|
Purposedifferent | When an environment of users, systems, and constraints is hard to grasp, it puts the context compactly on the table. It creates a clear reading of influence, boundary, and dependency. | 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 a story needs clear checkpoints before implementation, it sharpens expectation and scope together. It sorts work by value, risk, and delivery ability. The result is captured as Acceptance Criteria and a Story Update. |
Complexitydifferent | Low | Medium | Medium | Low |
Timedifferent | 45-90 min | 1-3 h | 1-2 h | 20-40 min pro Story |
Participantsdifferent | 3-10 | 3-12 | 1-8 | 3-6 |
Formatdifferent | Workshop | Workshop | Workshop + async | Workshop |
Outputdifferent | Context canvas, Open questions, Shared context notes | Knowledge Map, Critical Knowledge Areas, Transfer Plan | Concept Map, Relationship Labels, Knowledge Gaps | Acceptance Criteria, Story Update |
Tagsno overlap | ContextFramingRequirementsCanvas | KnowledgeMappingRisk | KnowledgeConceptsMappingSensemaking | AgileRequirementsRefinementBehavior-Driven Development |