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| Criterion |  Operations Change Analysis |  Knowledge Modeling Shape-First Modeling |  Facilitation Alignment Mapping |  Business Strategy McKinsey 7S |
|---|---|---|---|---|
Purposedifferent | For a deviation after a change, the method isolates the influence of the altered condition. It narrows down which differences are relevant and which are just accompanying noise. | 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. | 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. | McKinsey 7S checks whether Strategy, Structure, Systems, Shared Values, Skills, Style, and Staff fit together. Organizational misalignments become visible across multiple levers as a result. |
Complexitysame | Medium | Medium | Medium | Medium |
Timedifferent | 45-120 min | Halber Tag pro Domain Slice | 1-2 h | 2-4 h |
Participantsdifferent | 2-6 | 1-4 | 4-12 | 3-12 |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Workshop |
Outputdifferent | Change Matrix, Cause Hypotheses, Validation Questions, Action List | SHACL or ShEx Shapes, Validation Reports, Data Contracts, Shape Documentation | Alignment Map, Open Issues, Decision Questions | 7S Assessment, Alignment Gaps, Change Actions |
Tagsno overlap | ChangeRoot causeTroubleshootingComparison | Knowledge graphValidationSemantic | AlignmentStakeholdersStrategyFacilitation | OrganizationStrategyAlignmentChange |