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True-time data insights and alerts permit stakeholders to detect deviations from predefined thresholds, address problems proactively, and retain product high-quality and integrity.– Predictive Upkeep: IoT-enabled predictive upkeep answers can check the condition of apparatus, machinery, and infrastructure in manufacturing services and distributio