30% of maintenance activities occur too infrequently
45% of all maintenance efforts are ineffective
ML Predictive Maintenance is now being used to detect defective products, recommend production optimization, monitor operations in real-time, predict the remaining usefulness of an asset, and identify the root causes of equipment failures that would otherwise lead to millions of dollars in losses.