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| Criterion |  Engineering Goal Question Metric |  Business Strategy SWOT Analysis |  Growth North Star Metric |
|---|---|---|---|
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. | SWOT Analysis arranges strengths, weaknesses, opportunities, and threats into a compact picture of the situation. It keeps internal capabilities and external influences separate before strategic options emerge from them. | 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. |
Complexitydifferent | Medium | Low | Medium |
Timedifferent | 90-180 min | 30-60 min | 1-2 h |
Participantsdifferent | 3-6 | 3-12 | 3-8 |
Formatdifferent | Workshop | Workshop | Workshop + async |
Outputdifferent | GQM Table, Metric Profiles | SWOT matrix, Strategic options, Action list | North Star metric, Input metric tree, Measurement cadence |
Tagsno overlap | MetricsMeasurementEngineeringAlignment | StrategyAnalysisMarketPositioning | GrowthMetricsAlignmentRetention |
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