Factories & plants
PPE and helmet compliance, restricted-zone intrusion, fall detection on production floors, unattended machinery posts, forklift/pedestrian conflict zones.
Applications
The same analytics library, tuned per site. Zones, schedules and thresholds turn detections into the events each industry actually acts on.
PPE and helmet compliance, restricted-zone intrusion, fall detection on production floors, unattended machinery posts, forklift/pedestrian conflict zones.
Perimeter protection after hours, loading-bay dwell time, abandoned pallets, vehicle parking enforcement and object-missing detection.
Footfall counting, queue and dwell heatmaps, loitering at high-value fixtures, loss-prevention tripwires, after-hours intrusion.
Fence-line double tripwire, unauthorized-person detection, camera tamper alerts, unattended object detection, thermal monitoring.
Crowd density thresholds, running and flight detection, abandoned luggage, wrong-direction movement, platform occupancy analytics.
Access-point face detection, visitor counting, out-of-hours movement, audio-anomaly detection, incident search across all cameras.
City-wide ANPR for stolen vehicles, crowd-surge monitoring at events, traffic violation capture, multi-camera forensic person-of-interest tracking.
Queue-length and wait-time analytics, tailgating at boarding gates, unattended baggage alerts, airside perimeter tamper alerting, face at immigration.
Operational impact
Lower five-year energy cost versus GPGPU inference
From event in the scene to alarm on the operator screen
Analytics functions available across the four tiers
Video frames required to leave the customer site

Comparison
| VisionX on edge NPU | Cloud AI service | On-prem GPGPU server | |
|---|---|---|---|
| Alert latency | < 1 second, on-site | Round-trip dependent | Sub-second, high power draw |
| Power per engine | 1–10 W | Off-site (billed) | 40 W+ per accelerator |
| Video leaving site | None — metadata only | Full streams uploaded | None |
| Internet dependency | None | Continuous uplink required | None |
| Cost as channels grow | Flat — capex per card | Per-stream recurring fees | Rack, cooling and energy scale |
| Data sovereignty | Full | Provider jurisdiction | Full |
Deployment enquiry
Book a live demo, request a dev kit or size a deployment with our engineering team.