Shrinkage in high-value categories was only discovered at stocktake, weeks after the loss.
Cold-chain warehouses cut shrinkage with missing-item detection
High-value store zones on XCORE-16 boxes alert in real time when protected items leave a designated area, with automatic clips for investigation.
Logistics5 warehouses · high-value stores · sub-zero rooms
At a glance
Project snapshot
The essentials at a glance.
| Industry | Logistics |
| Scale | 5 warehouses · high-value stores · sub-zero rooms |
| Hardware | XCORE-16 |
| Key algorithms | Missing / Lost Item Detection, Restricted Zone Intrusion, Vehicle Detection & Counting, Fire / Smoke Detection |
Challenge
The challenge
What the site was dealing with before deployment.
Loading docks had constant vehicle and pedestrian conflict with no record of who was where.
Solution
What we deployed
The configuration and how it was rolled out.
- Missing-item detection configured over pallet positions and cage stores in five warehouses.
- Restricted-zone alarms protect the cage and high-value areas outside picking hours.
- Vehicle counting and LPR record dock arrivals and departures for schedule reconciliation.
- Cold-rated cameras installed in sub-zero rooms; the edge box housed in a normal-temperature cabinet.
Outcome
Results
Measured outcomes after go-live.
- Shrinkage in monitored categories fell 46% within two quarters.
- Every alert now produces a clip, so internal investigations conclude quickly.
- Dock scheduling disputes dropped once arrival and departure times were recorded automatically.
Solutions
Solutions used in this project
Transport & Logistics
Smart Logistics & Warehouse
Secure high-value goods, verify loading operations and monitor safety across warehouses and distribution centres.
View solutionTransport & Logistics
Smart Parking Management
Touch-free entry, real-time space availability and automatic enforcement for surface and multi-level car parks.
View solutionCase studies
More case studies
Automotive Manufacturing
PPE and zone protection across a 45-camera auto-parts plant
A tier-1 automotive supplier deployed XCORE-16 boxes to enforce helmet and vest rules and keep workers out of robot cells, replacing manual patrols.
-72%safety violations / month
45cameras covered
Construction
Eight metro construction sites unified under one safety dashboard
A metro contractor rolled out 260 cameras on XCORE-32 appliances, combining PPE detection, danger-zone alarms and face-based labour attendance.
8sites unified
260cameras
Energy
34 unmanned substations protected without adding guards
Intrusion, fire-smoke and loitering detection on XCORE-16 appliances turned remote substations into monitored, self-reporting sites.
34substations
0guards added
Running a site like this one?
Tell us the environment, the camera count and the risk you want to control. We will design the algorithm plan and the hardware configuration for free.