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An inventory adjustment should explain a real event: damage, count correction, authorized disposal, receiving correction, or another documented reason
Discount leakage occurs when promotions reduce margin more than management intended. Causes include stacking, unnecessary overrides, broad employee permissions, incorrect eligibility, or offers applied to products that would have sold at full price
Pickup fulfillment should protect inventory from the moment an order is accepted until the customer receives it or the order is properly canceled
Profile merging can repair duplicate loyalty accounts, but a wrong merge can combine two customers' preferences, points, or consent history. The process should therefore be conservative and limited to trained roles
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Consent suppression means that an opt-out is honored everywhere the retailer sends marketing, not only in one CRM screen
Pickup orders should not hold inventory indefinitely
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