In today’s highly competitive landscape, the efficiency and reliability of equipment is key for maintaining productivity and profitability. To achieve these goals, organizations rely on key performance indicators (KPIs) such as Overall Equipment Effectiveness (OEE), Mean Time Between Failures (MTBF), and Mean Time to Repair (MTTR). These metrics provide essential insights into the operational health and efficiency of manufacturing processes, enabling businesses to identify weaknesses, optimize performance, and reduce costs. However, simply tracking these KPIs is not enough. The integration of advanced condition monitoring techniques transforms the approach to maintenance and reliability, shifting from reactive to proactive strategies. By leveraging condition monitoring, organizations can achieve substantial improvements in KPIs by reducing unplanned downtime and extending the lifespan of critical assets, ultimately leading to greater operational efficiency and competitive advantage.