Mechanical degradation in rotating equipment is often difficult to detect until vibration levels escalate into functional failures, unplanned downtime, or costly maintenance events. MSAI Connect now brings vibration condition intelligence alongside thermal monitoring, providing continuous visibility into the mechanical health of motors, bearings, gearboxes, pumps, fans, and other rotating assets. By correlating vibration and thermal signals within a single platform, organizations can identify developing mechanical faults earlier, improve fault diagnosis, and intervene before degradation impacts reliability, productivity, or asset performance.