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| Criterion |  Engineering Failure Scenario Analysis |  Growth North Star Metric |  Growth Funnel Analysis |
|---|---|---|---|
Purposedifferent | In critical processes, it is not enough to plan only for the normal case. Failure Scenario Analysis looks at the path into failure and shows which failures, chains, and control gaps cause the most damage. | 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 many visitors or users drop off along the way, the reason behind the number often stays hidden. Funnel Analysis exposes these transitions and makes visible exactly where the path collapses. |
Complexitysame | Medium | Medium | Medium |
Timedifferent | 1-3 h | 1-2 h | 1-3 h |
Participantsdifferent | 3-8 | 3-8 | 1-5 |
Formatdifferent | Workshop | Workshop + async | Async |
Outputdifferent | Failure Scenarios, Risk Notes, Control Gaps, Test and Response Actions | North Star metric, Input metric tree, Measurement cadence | Funnel report, Drop-off analysis, Optimization hypotheses |
Tagsno overlap | FailureResilienceRisk | GrowthMetricsAlignmentRetention | AnalyticsConversionGrowth |
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