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| Criterion |  Systems Thinking Polarity Mapping |  Agile Sprint Retrospective |  Operations Bottleneck Analysis |  Operations After-Action Review |
|---|---|---|---|---|
Purposedifferent | Polarity Mapping makes tensions between two opposing poles tangible, such as standardization and adaptation or control and autonomy. The method guards against making apparent either-or decisions prematurely. | When a sprint is over and friction shouldn't simply be carried forward, it opens the view onto collaboration and patterns. It creates space to see causes and changes together. | For a flow that backs up at one point, the method looks for the capacity limit with the greatest leverage. It explains why extra effort elsewhere barely improves throughput. | After missions or project phases with unclear outcomes, the method makes visible what actually happened and what can be learned from it. It separates course, effect, and causes so experience turns into solid improvement. |
Complexitydifferent | Medium | Low | Medium | Low |
Timedifferent | 1-2 h | Up to 3 hours for a one-month Sprint; shorter Sprints are usually shorter | 1-3 h | 20-45 min |
Participantsdifferent | 3-12 | Scrum Team | 3-8 | 3-12 |
Formatdifferent | Workshop | Workshop | Workshop + async | Workshop + async |
Outputdifferent | Polarity Map, Warning Signs, Balance Actions | Improvement actions, Team agreements | Bottleneck Map, Flow Metrics, Improvement Options, Follow-up Measures | Lessons learned, Action items, Event summary |
Tagsno overlap | Systems thinkingTradeoffsLeadership | RetrospectiveImprovementLearning | FlowMeasurementConstraints | LearningOperationsImprovement |