Quick Answer
Explore how staff friction during peak retail periods consumes operating capacity, increases decision time, and can become a customer-facing cost across service, fulfillment, and recovery workflows.
Staff friction is an operating-capacity variable. When employees spend additional time searching for information, switching systems, waiting for approval, handling avoidable interventions, or responding to low-value alerts, that time is unavailable for customers, fulfillment, replenishment, recovery, or protection work.
The evidence does not support a universal dollar value for this friction. The economic mechanism should therefore be analyzed in stages: observe the workflow, measure the capacity consumed, change the decision path, read back the operating result, and assign financial value only when verified evidence supports it.
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