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Criterion
Paper illustration for Argument Mapping
Decision Making
Argument Mapping
Red Teaming method illustration showing its working structure
Decision Making
Red Teaming
A/B Testing workspace showing the question, observations, and next decision.
Growth
A/B Testing
Purposedifferent
When statements, evidence, and counterarguments get mixed up, a debate quickly loses its structure. Argument Mapping breaks a thesis down into its reasoning and makes visible what it really rests on.For strategic decisions with high reach, agreement and gut feeling are often not enough. Red teaming brings deliberate opposition into the situation and tests where a plan breaks under real counterarguments.When two variants compete, discussions quickly decide by taste rather than effect. A/B Testing checks behavior under controlled conditions and separates real improvement from chance or expectation effects.
Complexitydifferent
MediumHighHigh
Timedifferent
1-3 h1-4 h1-4 Wochen
Participantsdifferent
1-83-81-6
Formatdifferent
Workshop + asyncWorkshopAsync
Outputdifferent
Argument Map, Evidence Gaps, Decision RationaleChallenge Findings, Risk Register, Mitigation PlanExperiment results, Decision log, Learning summary
Tagsno overlap
SensemakingDecisionRationale
RiskDecisionSensemaking
ExperimentsGrowthAnalyticsValidation
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Methods with strong topical overlap with the current selection, not yet in the comparison.

Paper illustration of a calm four-quadrant Assumption Map with hypothesis cards and emphasis on important assumptions with little evidence.
Product Discovery
Assumption Mapping
Paper illustration for Smoke Test.
Product Discovery
Smoke Test
Paper illustration of an assumption matrix with prioritized test cards
Decision Making
Assumption Surfacing
Paper illustration for Cynefin Workshop.
Decision Making
Cynefin Workshop