Logistics · Manufacturing

Machines that warn

Problem

Costly maintenance

A precision engineering company builds machines for production lines. An unexpected machine failure can stop a client's whole line, making advance warning valuable.

What we built

Sensor data, predictive maintenance

We added a second control system combining AI, new sensors and better use of existing sensor data. It supports a predictive maintenance plan the company can sell with its machines, warning clients before a fault becomes a stoppage.

AI agent · Integration