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Selected:Concept Mapping ARID (Active Reviews for Intermediate Designs)Cynefin Workshop Knowledge Mapping

Criterion	Knowledge Modeling Concept Mapping	Architecture ARID (Active Reviews for Intermediate Designs)	Decision Making Cynefin Workshop	Knowledge Modeling Knowledge Mapping
Purposedifferent	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.	ARID examines how well developers can work with a technical design. It focuses on a part of the system that can still be revised, between the architecture overview and the detailed specification.	When problems are unclear, chaotic, or only seemingly familiar, standard recipes fall short. A Cynefin Workshop sorts situations by the nature of their problem and connects them with matching action logic.	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.
Complexitysame	Medium	Medium	Medium	Medium
Timedifferent	1-2 h	2–4 h review as a planning range; preparation and evaluation additional	60-180 min	1-3 h
Participantsdifferent	1-8	Designers, developers as users, and facilitation	4-20	3-12
Formatdifferent	Workshop + async	Workshop + async	Workshop	Workshop
Outputdifferent	Concept Map, Relationship Labels, Knowledge Gaps	Prioritized development tasks, Jointly produced code or pseudocode, Observed difficulties and open design questions, Proposed design revisions	Cynefin Map, Domain-specific Actions, Sensemaking Notes	Knowledge Map, Critical Knowledge Areas, Transfer Plan
Tagsno overlap	KnowledgeConceptsMappingSensemaking	ArchitectureEngineeringFeedbackValidationTasks	ComplexitySensemakingDecision	KnowledgeMappingRisk

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