Use Cases
Use Cases
Scenes we build for — from idea to a system you can run and show. Proof of shipped work lives under Case Studies.
Venue Care
Playground & Family Venues
A family space where the guard desk sees the zones that matter.
Zone awareness and desk alerts for playgrounds and family venues — enough signal to act, without drowning staff in noise.
Workplace Ledger
Workplace Dining
Lunch that settles without another plastic card in the wallet.
Face meal ledger and settlement export for corporate cafeterias — less queue friction, cleaner handoff to finance.
Retail Insight
Smart Retail Vision
A floor that understands journey and dwell — without turning every shopper into a profile dump.
Visitor flow, zone time, and floor signals for teams who want operational insight. Aggregates stay privacy-minded so the store gets answers without shipping raw faces to the cloud by default.
Identity Gates
Access & Watchlists
A gate that knows who belongs — and who shouldn't walk through.
Face match for VIP and watchlists, passage rules, and optional plate read when the site needs it. Built for operators who need a clear grant or deny, not a research demo.
Outdoor Alerts
Wildlife Perimeter
When a bear or wild boar crosses the line, the right team hears it — not a silent recording after the fact.
Fauna intrusion paths for fields and perimeters. Alerts reach people who can act, so crop and safety risk don't wait for someone to scrub footage later.
Field Alerts
Jobsite Safety
A site that notices the missing helmet before the supervisor does.
PPE, zone entry, crowd pressure, and fire or smoke signals land on the phones people already carry. Operators see what matters without staring at every camera all day.
Edge On-device
Edge & On-Device
The model runs where the camera already is — box, board, phone, or the camera's own NPU.
We pick CPU, GPU, or NPU to match power, BOM, and latency — not every board the same. Reuse installed CCTV over RTSP or USB, or ship on-device apps on the camera when that is the right fit.
