AI-driven monitoring fuses multi-parameter sensor data to reveal asset health in real time. It emphasizes governance, lineage, and transparent thresholding for auditable maintenance. Edge inference enables low-latency diagnostics, while model-based rules translate analytics into prescriptive actions. Roles map to data…