Smart Uptime Monitoring is an intelligent AI-powered monitoring system designed for SCADA, RTUs, PIDS, Telecom Systems, and LDS systems. Seamlessly integrated with operations, it continually monitors the infrastructure backbone, providing insightful analytics, downtime notifications, reports, and predictive as well as periodic maintenance assistance. It extracts vital features from the data, using them to train machine learning models for distinguishing different fault types. This results in detailed analytics for asset health evaluations and prognostics. The system ensures an increased understanding of infrastructure, granting organizations the ability to avoid machine failures and unplanned downtimes, accentuating productivity and reducing maintenance costs.