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| Criterion |  Knowledge Modeling Shape-First Modeling |  Business Strategy Ansoff Matrix |  Systems Thinking Future Reality Tree |
|---|---|---|---|
Purposedifferent | 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 Ansoff Matrix organizes growth options by market and product relation. It helps weigh expansion, diversification, and adaptation cleanly against each other. | A Future Reality Tree shows how desired actions are meant to lead to a better system state. The method checks whether a path of change holds together logically before time flows into implementation. |
Complexitydifferent | Medium | Low | High |
Timedifferent | Halber Tag pro Domain Slice | 45-90 min | 2-4 h |
Participantsdifferent | 1-4 | 2-8 | 3-8 |
Formatdifferent | Workshop + async | Workshop + async | Workshop |
Outputdifferent | SHACL or ShEx Shapes, Validation Reports, Data Contracts, Shape Documentation | Ansoff Matrix, Growth Options, Risk Notes | Future Reality Tree, Negative Branches, Assumption List, Improved Injections |
Tagsno overlap | Knowledge graphValidationSemantic | GrowthStrategyMarketPortfolio | Theory of ConstraintsSystems thinkingChange |
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