Equipment failures are a major cost driver in manufacturing. Without real-time monitoring, maintenance delays and efficiency losses are common. The APES system leverages real-time equipment data, fault prediction, and analytics to prevent downtime, enhance equipment utilization, and improve energy efficiency. It enables visualized maintenance and effective cost control. In one case, implementation reduced labor costs by 30% and saved millions in downtime losses—demonstrating its impact on productivity and operational cost reduction.