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| Criterion |  Decision Making Constraint Analysis |  Product Strategy Counter Metrics |  Product Discovery MVP Test Matrix |
|---|---|---|---|
Purposedifferent | When an initiative stalls, the limit often lies not in the idea but in hard or soft boundary conditions. Constraint Analysis separates these limits and shows which of them can actually be shaped. | When a headline metric could mask side effects, it adds guardrail signals against unwanted outcomes. It connects customer value, product logic, and decision priorities. The result is captured as a counter-metric list and guardrail definitions. | When several minimal variants compete to answer the same question, it makes comparing and choosing between them cleaner. It separates problem, assumption, solution, and evidence. The result is captured as a Test Matrix and a Test Plan. |
Complexitydifferent | Low | Low | Medium |
Timedifferent | 30-90 min | 30-60 min | 45-75 min |
Participantsdifferent | 2-8 | 2-6 | 2-8 |
Formatdifferent | Workshop + async | Workshop + async | Workshop |
Outputdifferent | Constraint List, Hard/Soft Classification, Option Impact Notes, Decision Boundaries | Counter Metric List, Guardrail Definitions | Test Matrix, Test Plan |
Tagsno overlap | ConstraintsDecisionPlanningOptions | MetricsMeasurementStrategyExperiments | ExperimentsValidationDiscoveryOptions |
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