The role of artificial intelligence in predictive maintenance is to analyze data from machines and equipment to forecast potential failures before they occur. AI algorithms process vast amounts of sensor data and historical performance metrics to identify patterns and predictive indicators of issues. This proactive approach allows organizations to schedule maintenance more effectively, minimize downtime, and reduce repair costs. By utilizing AI-powered predictive maintenance, businesses can improve operational efficiency and extend the lifespan of their assets.