AI Vision Prototypes

Working vision systems you can put on stage — not algorithm slides. We wire sensors, edge inference, and the surface your stakeholders open in the room.

• Vision POC development

  Turn a concept into a runnable path: what to detect, where it runs, and what the demo must prove.

• Camera & stream integration

  RTSP, USB, module, or installed CCTV — including paths we have run on Hanwha Vision WN9-class cameras.

• Edge AI deployment

  On-device or near-device inference on boxes you can ship to a booth, lab, or site.

• Demo surface & app shell

  Phone, tablet, or console UI so the room sees live results — not a hidden terminal.

• Stage-ready hardening

  Enough reliability for pitch, field test, and review — before you lock production tooling.