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| Criterion |  Knowledge Modeling Competency Questions |  Product Discovery Context Canvas |  Facilitation Alignment Mapping |  Product Strategy Product Vision Board |
|---|---|---|---|---|
Purposedifferent | Competency Questions translate a domain model into concrete questions that it must be able to answer. The method keeps the model's scope clean and prevents pretty but useless structures. | 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. | When several people work toward one goal but hold different mental maps, Alignment Mapping makes the discrepancies visible. It arranges goals, assumptions, and priorities so shared direction becomes verifiable. | When a product needs a shared direction, it connects target audience, benefit, and business picture in a clear vision. It makes the envisioned future legible for the team. |
Complexitydifferent | Medium | Low | Medium | Low |
Timedifferent | 2-4 h | 45-90 min | 1-2 h | 1-2 h |
Participantsdifferent | 2-8 | 3-10 | 4-12 | 2-8 |
Formatdifferent | Workshop + async | Workshop | Workshop | Workshop + async |
Outputdifferent | Competency Question Set, Required Concepts, Test Queries, Coverage Matrix | Context canvas, Open questions, Shared context notes | Alignment Map, Open Issues, Decision Questions | Product Vision Board, Vision Statement, Assumptions and Validation Questions |
Tagsno overlap | OntologyKnowledge graphScopeRequirementsSemantic | ContextFramingRequirementsCanvas | AlignmentStakeholdersStrategyFacilitation | VisionCanvasStrategyAlignment |