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What Is Predictive Maintenance? Predictive maintenance uses real-time data, sensors, and intelligent algorithms to monitor equipment performance and detect early signs of failure. Instead of reacting to problems, operators can anticipate them. Why Traditional Maintenance Falls Short Scheduled maintenance assumes all machines wear out at the same rate. In reality, operating conditions vary, and unexpected