Quick Answer
A practical evidence map for retail leaders to identify where holiday peak friction emerges across inventory, fulfillment, store operations, technology, staff workload, and customer experience, and respond with clearer evidence and recovery paths.
Finding 1: Peak experience is a cross-functional operating outcome. Visible customer friction can originate in inventory, workload, fulfillment, technology, decision rights, or exception recovery.
Finding 2: Staff experience is an operating variable. Repeated searches, approvals, interventions, and low-value alerts consume capacity that would otherwise support customers or fulfillment.
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