This document discusses predictive maintenance and quality solutions from IBM that can predict part and asset failures, improve quality processes, and drive real-time actions. It describes how predictive analytics of machine data can increase productivity and reduce energy costs by ensuring optimal equipment performance. Predictive models also help manufacturers meet tolerances, identify quality issues early, and optimize production to reduce costs and defects.