Predictive data analytics maintenance eliminates downtime and reduces operating costs. The Big Data engine collects data during the normal operation of machine tools: temperature, vibration, acoustic, forces, deflections and similar inputs.

The Machine Learning algorithms analyze the trends of machines which did not fail and compare them with machines that failed to predict how they are going to evolve. The analytical model is enriched by including external data such as weather, bank holidays, city events or economic activity.

Hardware failure prediction