How to make POS AI alerts useful again for small teams
Small teams often panic, silence, and then ignore alerts when an AI system starts flagging everything. A practical ownership ladder keeps action focused, so staff can handle real customer-impacting exceptions while background noise is documented and reviewed later.
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