City Data Centre — one platform, built once
Application layer
Base application — application, database, and cache & storage servers. The city can reuse its own standard hardware or cloud resource.
Recognition & intelligence layer
FP platform — face-recognition software and platform server for Smart Run.
LVLM platform — large-vision-model software for crowd intelligence, starting lean on a single Cell Master.
Per-channel compute
AI servers & per-channel licences — compute joins only as the camera network grows; one server carries ~120 channels.
Parks site — lightweight edge only
Every park
Cameras & pole mounts — running-track channels, plus the city's existing cameras for crowd coverage.
Outdoor digital signage — floor-standing citizen displays.
Optional modules
Digital Fence kit — four perimeter AI cameras and one on-site surveillance server.
Smart Exercise kit — AI outdoor screen with cycling, rowing, and fishing machines plus body testing.
AI Agent terminal — weatherproof all-in-one concierge with custom avatar and voice.