AI for Predictive Maintenance: Maximizing Uptime & Cutting Costs AI for Predictive Maintenance: Maximizing Uptime & Cutting Costs Discover how AI tools are transforming industrial operations, using data and machine learning to predict failure before it happens. The industrial world is undergoing a profound transformation, moving from reactive and routine processes to intelligent, proactive operations. At the heart of this shift is the application of AI tools and productivity technologies to maintenance strategies. The traditional model of equipment upkeep—where maintenance is either performed on a fixed schedule (**preventive maintenance**) or only after a failure occurs (**reactive maintenance**) —is fundamentally inefficient. Reactive maintenance is costly and leads to unexpected downtime, while scheduled maintenance often results in replacing perfectly good parts, wasting resources. Enter ...