Predictive Maintenance is a proactive approach to maintenance that uses data, analytics, and machine learning to predict when equipment will fail and to identify potential equipment issues before they occur. By monitoring the performance of equipment, predictive maintenance aims to identify problems early and to prevent them from escalating into major issues. This approach allows for corrective action to be taken before a breakdown or failure occurs, resulting in improved operational efficiency, reduced downtime, and ultimately lower costs.