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Analytics · VisionNxt Agent
Shelf Out-of-Stock
Detects empty facings and triggers replenishment.
Retail
Analyticsvisionnxt-agent
Shelf Out-of-StockHow it works
Per-shelf occupancy heuristic flags empty facings, gaps, and low-stock thresholds; integrates with replenishment workflow.
Camera placement
Aisle-facing fixed camera, even lighting.
Alert latency
Median <3s from detection to your team via email, Slack, WhatsApp or SMS.
Sample event payload
One JSON event per detection.
{
"id": "evt_01HX9...",
"module": "shelf-out-of-stock",
"severity": "warning",
"ts": "2026-06-17T14:22:11.082Z",
"site_id": "site_42",
"camera_id": "cam_17",
"payload": {
"shelf": "B14",
"empty_pct": 32,
"sku": "MILK-1L"
}
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