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ART: Daniels-Banister-inspired Decision Environment (Knowledge & Signal)

Illustration of a systems reasoning practitioner working with multidisciplinary stakeholders to interpret readiness variability, evaluate early signals, and strengthen shared understanding before performance drift emerges.

Modeling Readiness Variability Before Performance Drift SCENARIO (What’s happening): Operational environments rarely degrade all at once. More often, conditions begin shifting incrementally:  workload becomes uneven, recovery windows change, staffing depth fluctuates, coordination demands increase, and operating tempo becomes less predictable. Performance may continue – but, the conditions supporting that performance may be changing underneath it….