Deployed to prevent the breakdown of components in specialized grinding machines, the NSW AI and Machine Learning solution monitors the process, preventing damage and maintaining correct viscosity of the material on the plant. Benefits include lower maintenance costs, fewer unplanned stoppages, reduced production expenses, increased productivity, and less material wastage.