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Criterion
Visual Management workspace showing the question, observations, and next decision.
Operations
Visual Management
Paper illustration of an IBIS map with issues, positions and arguments
Knowledge Modeling
IBIS
A/B Testing workspace showing the question, observations, and next decision.
Growth
A/B Testing
Purposedifferent
With high tempo and many parallel topics, the method makes status, deviations, and priorities visible at a glance. It reduces search effort and prevents what matters from getting lost in daily work.IBIS structures thinking about complex questions as a sequence of issues, ideas, and arguments. The method keeps discussions open without forcing them into premature consensus.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
LowMediumHigh
Timedifferent
Ongoing1-3 h1-4 Wochen
Participantsdifferent
1-202-81-6
Formatdifferent
Workshop + asyncWorkshop + asyncAsync
Outputdifferent
Visual Board, Status Indicators, Exception CuesIssue Map, Positions, Argument NotesExperiment results, Decision log, Learning summary
Tagsno overlap
SignalsOperationsVisual management
RationaleKnowledgeDecision
ExperimentsGrowthAnalyticsValidation
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Often compared together

Methods with strong topical overlap with the current selection, not yet in the comparison.

Paper illustration for Smoke Test.
Product Discovery
Smoke Test
Paper illustration for Argument Mapping
Decision Making
Argument Mapping
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 of Experiment Canvas with a method-specific labelled workspace.
Product Discovery
Experiment Canvas