Use Cynefin domains to decide how to handle a sales-stage governance problem.
Stage ambiguity Two regions use Stage 3 differently, and the next forecast package depends on the rollup. A uniform rule may help, but only if the problem is actually rule clarity. Cynefin lens Match the response to the domain Clear problems need sense-categorize-respond. Complicated problems need expert analysis. Complex problems need safe-to-fail probes. Chaotic problems need immediate stabilization first. Shortcut Declare one universal fix today. The operating response fits the uncertainty level. Do not use a best-practice answer when the system is still revealing what works. 01 Clear 02 Complicated 03 Complex 04 Fresh case
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