
Camera inspection running on the Edge: fill level read from frames and published as tags, with a drift forecast for the filler.
A food and beverage vision inspection cell: one device and 15 tags, with the inspection running on the Edge rather than in a cloud.
It uses two paths deliberately. Frames go to Litmus Edge DataHub over NATS, and the inspection readings go to DeviceHub over Modbus TCP, so the picture and the numbers each travel by the route suited to them and a dropped frame never costs a measurement.
It demonstrates a fill anomaly caught per bottle, a filler drift forecast taken from the trend rather than from an alarm threshold, and inference running on the Edge itself.


A six-machine bottling line, simulated end to end, that configures Litmus Edge itself and turns filler giveaway, CIP verification and downtime into money.

A seven-station automotive framing line speaking two protocols, where the tightening tool is a device in its own right.

The control panel for the whole set: start any solution, connect a Litmus Edge once, and provision or remove each one from its card.