Predictive maintenance is a proactive approach to equipment maintenance that uses data analysis tools and techniques to detect potential issues before they become critical. By leveraging IoT sensors, machine learning, and advanced analytics, businesses can predict equipment failures and schedule maintenance activities at the most opportune times to minimize disruptions.