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| Criterion |  Knowledge Modeling Property Graph Schema Design |  Facilitation Stakeholder Mapping |  Facilitation Alignment Mapping |  Business Strategy McKinsey 7S |
|---|---|---|---|---|
Purposedifferent | Property Graph Schema Design turns business and technical requirements into a robust graph schema. It fits when query patterns, constraints, and migrations need to be thought about together. | When an initiative depends on many people, interests, and power dynamics, Stakeholder Mapping systematically orders the environment. It shows who influences, who is affected, and where relationship management or safeguarding matters first. | 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. |
Complexitydifferent | Medium | Low | Medium | Medium |
Timedifferent | 4-8 h initial, dann iterativ | 60–90 min | 1-2 h | 2-4 h |
Participantsdifferent | 1-6 | 2-8 | 4-12 | 3-12 |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Workshop |
Outputdifferent | Schema Diagram, Node and Relationship Catalog, Index Plan, Migration Scripts, Sample Queries | Stakeholder Map, Engagement Plan, Risk Notes | Alignment Map, Open Issues, Decision Questions | 7S Assessment, Alignment Gaps, Change Actions |
Tagsno overlap | Knowledge graphModelingSemantic | StakeholdersAlignmentFacilitationChange | AlignmentStakeholdersStrategyFacilitation | OrganizationStrategyAlignmentChange |