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| Criterion |  Engineering Goal Question Metric |  Growth North Star Metric |  Facilitation Stakeholder Mapping |
|---|---|---|---|
Purposedifferent | Helps clarify technical problems, hypotheses, and next steps in concrete terms. It breaks a technical problem into testable parts. The result is captured as a GQM table and metric briefs. | When product teams track many metrics, the view of the actual customer outcome easily gets lost. A North Star Metric bundles growth, usage, and value contribution into one signal that makes the system's direction visible. | 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. |
Complexitydifferent | Medium | Medium | Low |
Timedifferent | 90-180 min | 1-2 h | 60–90 min |
Participantsdifferent | 3-6 | 3-8 | 2-8 |
Formatdifferent | Workshop | Workshop + async | Workshop + async |
Outputdifferent | GQM Table, Metric Profiles | North Star metric, Input metric tree, Measurement cadence | Stakeholder Map, Engagement Plan, Risk Notes |
Tags1 shared | MetricsMeasurementEngineeringAlignment | GrowthMetricsAlignmentRetention | StakeholdersAlignmentFacilitationChange |
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