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Importance of Data in Predictive Maintenance Data is the lifeblood of predictive maintenance. The more data you have, the more accurately you can predict potential failures. Azure IoT ensures seamless data collection from various sources, making this possible. Azure Digital Twins What are Digital Twins? Digital Twins are virtual replicas of physical objects or systems. They use real-time data to mirror the state of an actual object, enabling detailed analysis and monitoring.