A centralized data management system integrates diverse data streams from coating lines into a unified platform, enabling real-time monitoring, predictive maintenance, streamlined workflows, and enhanced quality control. This reduces unplanned downtime by facilitating faster fault detection, efficient maintenance, and collaborative decision-making, ultimately boosting productivity and operational resilience.