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PrototypeHardware · Edge intelligence

Pivion Edge AI Vision™

Intelligence, pushed to the edge.

A compact, screen-enabled AI camera that runs OCR and recognition on-device and turns what it sees into usable data instantly — with an iPad as its command center. Designed for robotics, automation and smart environments.

Client
Pivion AI
Year
2026
Disciplines
Industrial designEmbedded visionOn-device MLiPad command app
Pivion Edge AI Vision camera on a mount
On-device

OCR and recognition — no cloud round trip

iPad

Live feeds, triggers and control

Mount-ready

Drones, arms, lines and fixtures

01 The brief

Machine vision without the machine room.

Industrial vision usually means racks, cables and integrators. Pivion asked for the opposite: a single device you can bolt anywhere that reads, recognizes and reports — and a control surface anyone on the floor can use.

Pivion camera mounted to a drone detecting workers and an excavator
Aerial detection on an active construction site

02 Hardware

Designed from the enclosure in.

We engineered the enclosure, optics stack, thermal path and light-pipe status signature, along with a universal mount that drops onto drones, robot arms and production fixtures.

  • Compact, screen-enabled form factor
  • Integrated speaker and status light-pipe
  • Universal quick-release mount
Pivion performing OCR on chips in a factory
On-device OCR for component traceability

03 Intelligence

Models that live on the device.

OCR and recognition run on the camera itself, so live visual input becomes structured data in real time — even when the network doesn’t cooperate.

04 Control

The iPad is the command center.

A native iPad app lets operators view feeds, trigger actions and interact with the system in real time. No bulky displays, no complex setup.

Next project

VitalIQ × Mother Nature AI

Let’s build the impossible thing.

Hardware, software, AI or all three. Tell us what you want to exist — we’ll tell you how fast it can.

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