CASE STUDY · 06←→

Empty shelf to notification in minutes

National Retail ChainRETAIL · MULTI-STORE · LIVE SHELF MONITORING
PROBLEM

Shelf checks ran on hourly rounds. A facing that emptied between rounds stayed empty until the next one, and the fastest-selling products spent the longest missing.

APPROACH

We connected store cameras to a shelf availability model. An emptying facing appears on the stockroom screen within minutes, and the replenishment list orders itself by sales velocity.

RESULTS
Empty shelf to notification dropped to 5 minutes.
40+ stores monitored live from one screen.
Planogram compliance reached 92%.
SCOPE
Shelf Availability01
Priority Replenishment02
Multi-Store03
Planogram Compliance04

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