Reuse what exists
We start from your camera inventory and cabling, which keeps cost and disruption to a minimum.
Case studies
Real deployments of XCAN AI Box in manufacturing, construction, food, retail, education, energy, city management and logistics.
8 featured cases400+ cameras6 industries
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
24/7unattended operation
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
+31%PPE compliance
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
<5sintrusion alert
Food Safety
A 12-kitchen central kitchen chain stops hygiene breaches at source
Uniform, mask, glove and pest detection runs on XCORE-8 boxes in every kitchen, pushing violations to the quality team and to public screens.
12kitchens
99.2%alert accuracy
-64%hygiene findings
Retail Chain
120-store convenience chain converts footfall into merchandising insight
Entrance counting and checkout analytics on XCORE-4 boxes gave head office comparable traffic and conversion data for the first time.
120stores
+18%conversion visibility
1dashboard
Shopping Mall
A regional mall turns tenant footfall data into a leasing asset
Counting lines at every entrance, escalator and tenant frontage on XCORE-32 boxes deliver per-tenant traffic reports the leasing team sells with.
9floors covered
210counting lines
+22%lease renewal rate
Education
A K-12 school group secures 6 campuses with stranger alerts
Face recognition at gates, perimeter intrusion detection and playground fall alerts run on XCORE-8 boxes with role-based access for staff.
6campuses
0.3salert latency
-80%unauthorised entries
Healthcare
A hospital group cuts violence against staff in emergency departments
Fight and violence detection plus restricted-area alarms on XCORE-16 boxes give security teams a head start in the busiest wards and waiting areas.
4hospitals
-58%staff incidents
<1salarm push
City Management
A city district automates illegal-dumping and waste-overflow detection
Over 400 existing cameras were connected to XCORE-32 boxes, generating evidence packages that cut enforcement response time dramatically.
400cameras
-60%dispatch time
+3xcases closed
Tourism
A scenic area manages peak-season crowding with real-time visitor data
Gate and path counting on XCORE-16 boxes feeds a live capacity dashboard, triggering one-way routing before paths and viewpoints become unsafe.
1.2Mvisitors / year
-45%crowding incidents
7monitored zones
Logistics
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.
5warehouses
-46%shrinkage
100%event evidence
Port & Terminal
A container terminal automates its gate and separates people from machines
LPR plus truck recognition on XCORE-32 appliances cut gate processing time, while zone alarms keep pedestrians out of vehicle lanes.
-38%gate processing time
16lanes
0pedestrian collisions
Approach
Why these projects succeed
Three principles we apply to every deployment.
Detect, verify, act
Every alarm carries a snapshot and a short clip, so staff trust the system and act immediately.
Measure the outcome
We agree the KPI before go-live - violations, response time, shrinkage or conversion - and report against it.
Want a reference in your industry?
Tell us your sector and we will share the closest comparable project, including the algorithms used and the configuration that worked.