As industries strive to improve productivity and operational efficiency, IoT-based machine monitoring systems have emerged as a key solution. These systems enable remote monitoring, predictive maintenance, and real-time data collection, leading to increased efficiency, cost savings, and enhanced worker safety. With the number of IoT devices expected to reach 75.44 billion by 2025, businesses are poised to reap significant benefits from these innovative technologies.