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| Criterion |  DevOps ChatOps |  Innovation Design Thinking |  Innovation Design Sprint |  UX Research Surveys |
|---|---|---|---|---|
Purposedifferent | For operational work in a distributed team, the method links communication with direct system control. It records decisions right where the signal, the context, and the execution come together. | 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. | When the product question is unclear and time pressure is high, the method takes a team from an open idea to a testable solution. It connects problem understanding, decision, and learning in one compact format, lowering the risk of spending a lot of energy on a mere guess. | When a topic needs to be validated broadly and many people can answer the same question, surveys gather structured feedback in a scalable form. Answers become comparable and segmentable instead of remaining merely anecdotal. |
Complexitydifferent | Medium | High | High | Medium |
Timedifferent | Ongoing | 1 Tag bis mehrere Wochen | 4-5 Tage | 3-14 Tage |
Participantsdifferent | 2-20 | 4-10 | 5-8 | 50+ |
Formatdifferent | Workshop + async | Workshop | Workshop | Async |
Outputdifferent | Chat Transcript, Action Log, Automations | Problem Statement, Prototype, Test Learnings | Prototype, Test Findings, Decision Rationale | Survey Results, Charts, Segment Insights |
Tagsno overlap | CollaborationEngineeringIncident | InnovationPrototypeResearch | Design sprintPrototypeValidationInnovation | QuantitativeResearchValidation |