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Selected:Competency QuestionsATAM (Architecture Tradeoff Analysis Method)Shape-First ModelingArchitecture Communication Canvas
| Criterion |  Knowledge Modeling Competency Questions |  Architecture ATAM (Architecture Tradeoff Analysis Method) |  Knowledge Modeling Shape-First Modeling |  Architecture Architecture Communication Canvas |
|---|---|---|---|---|
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. | ATAM helps teams weigh architecture decisions when quality goals compete. The team considers business goals, stakeholder expectations, and technical decisions together. The evaluation shows which risks need further investigation. | Shape-First Modeling defines data quality through shapes before implementation or integration frays at the edges. The approach fits when validation and data contracts should be part of the design from the start. | The Architecture Communication Canvas plans architecture communication so the right people receive the right message. The method turns technical complexity into deliberate communication design. |
Complexitydifferent | Medium | High | Medium | Medium |
Timedifferent | 2-4 h | Several meetings plus preparation and analysis; total effort depends on scope | Halber Tag pro Domain Slice | 60-120 min |
Participantsdifferent | 2-8 | Evaluation team, architects, and relevant stakeholders | 1-4 | 2-8 |
Formatsame | Workshop + async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Competency Question Set, Required Concepts, Test Queries, Coverage Matrix | Prioritized quality scenarios in a utility tree, Architecture risks with reasoning and assumptions, Sensitivity and trade-off points, Findings report with open investigations | SHACL or ShEx Shapes, Validation Reports, Data Contracts, Shape Documentation | Communication Canvas, Stakeholder Messages, Architecture Communication Plan |
Tagsno overlap | OntologyKnowledge graphScopeRequirementsSemantic | ArchitectureQualityRiskTradeoffsStakeholders | Knowledge graphValidationSemantic | ArchitectureCommunicationStakeholdersCanvas |