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Criterion
Design Thinking as a learning loop: an observation notebook, a focused problem statement, different idea sketches, a cardboard prototype and user-test notes. Feedback leads to new understanding.
Innovation
Design Thinking
Paper illustration of an assumption matrix with prioritized test cards
Decision Making
Assumption Surfacing
Paper illustration for DACI
Decision Making
DACI
Purposedifferent
For complex user problems with an uncertain cause, the method connects observation, interpretation, and experiment into a learning cycle. It keeps the focus on real needs and avoids premature solution language. This produces robust decisions for product and service.Plans often contain assumptions that were never openly stated and remain dangerous precisely because of that. Assumption Surfacing makes these silent premises visible and prioritizes which of them carry the initiative or could sink it.In cross-functional decisions, responsibilities quickly blur between approval, influence, and execution. DACI arranges these roles so decision pressure, contribution, and information stay cleanly separated.
Complexitydifferent
HighLowLow
Timedifferent
1 Tag bis mehrere Wochen45-90 min30-60 min
Participantsdifferent
4-102-82-10
Formatdifferent
WorkshopWorkshop + asyncWorkshop + async
Outputdifferent
Problem Statement, Prototype, Test LearningsAssumption List, Critical Assumptions, Learning PlanDACI Matrix, Decision Owner, Decision Log
Tagsno overlap
InnovationPrototypeResearch
AssumptionsRiskDecisionDiscovery
DecisionRolesGovernanceAlignment
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Often compared together

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

Paper illustration of Decision Rights Mapping with its method-specific working model.
Decision Making
Decision Rights Mapping
Paper illustration for RAPID
Decision Making
RAPID
Paper illustration of a calm four-quadrant Assumption Map with hypothesis cards and emphasis on important assumptions with little evidence.
Product Discovery
Assumption Mapping
A paper-based illustration representing Design Sprint with its core stages and visible working result.
Innovation
Design Sprint