Demonstrators

Process setup

Dynamics Measurement Kit for Chatter-Free Machining

A simple tap-test kit to optimize machining parameters and avoid chatter.

Process monitoring

Modular Sensor Box

A modular sensor box that collects live data from almost any sensor, on any machine, and brings it together in one central platform. With a built-in AI assistant, users can ask questions naturally and turn complex machine data into clear, actionable insights.
Remote Machine Monitoring with Live Video & Audio

Live camera and audio feeds from inside production machines, accessible from any networked device.
Smart Tool Wear Detection with AI Vision

A vision system that monitors tool wear and predicts remaining tool life.

Quality control

Machine health

Supporting Milling Process Monitoring with Automated Anomaly Detection

An intelligent system that monitors machine signals and alerts unusual observations in milling processes (possibly correlated with product quality data).

Operator assistance