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| Criterion | ![]() Knowledge Modeling IBIS | ![]() Operations Accountability Ladder | ![]() Product Strategy ICE Scoring | ![]() Decision Making Decision Matrix |
|---|---|---|---|---|
Purposedifferent | 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. | With defensive reactions to problems, the method shifts the view from justification to ownership. It makes visible which reaction stage a person or team is currently stuck on. | When ideas need sorting quickly, it condenses impact, confidence, and effort into one compact score. It connects customer value, product logic, and decision priorities. The result is captured as an ICE table and top-ideas list. | When several options collide with several criteria, comparison quickly becomes subjective. A Decision Matrix makes the trade-off visible and brings weighting, criteria, and options into a shared logic. |
Complexitydifferent | Medium | Low | Low | Medium |
Timedifferent | 1-3 h | 20-45 min | 30-60 min | 45-90 min |
Participantsdifferent | 2-8 | 1-8 | 2-8 | 2-8 |
Formatsame | Workshop + async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Issue Map, Positions, Argument Notes | Ownership Reflection, Action Commitment, Coaching Notes | ICE Table, Top Idea List | Decision Matrix, Scoring Rationale, Selected Option |
Tagsno overlap | RationaleKnowledgeDecision | ResponsibilityLeadershipTeam | PrioritizationScoringGrowthDecision | DecisionCriteriaScoringTradeoffs |



