Use Cases

Scenes we can take to a working prototype — grounded in stacks we already run (RK3588 edge, wildlife and retail packs, Hanwha Vision camera paths). Not every card is a finished SKU; each is a stage-ready path we know how to open.

• Edge AI Devices

  On-device vision on Rockchip RK3588-class boxes (Orange Pi and peers) — NPU inference you can carry to a booth, lab, or site.

• Wildlife & field animals

  Find animals that put people or crops at risk — bears near settlements, wild boars raiding fields — alert paths for field teams, not hobby nature cams.

• Smart Retail Vision

  Floor and journey signals already modeled in our platform — dwell, zones, and ops views you can demo before a full rollout.

• Smart Home AI Devices & IoT

  We have not shipped a consumer home SKU — but the same edge + phone/dashboard path can prove a smart-home or IoT vision idea on stage in weeks.

• Camera platforms (Hanwha Vision WN9)

  We have hands-on experience with Hanwha Vision WN9-class cameras — wire existing CCTV into an edge prototype instead of starting from a blank sensor.

• Custom scene

  If your moment does not fit a label — start from the stage proof you need, and we map it onto edge, camera, and alert pieces we already know.