In today's fast-paced industrial environment, maintaining the health and efficiency of machinery is crucial. Downtime can lead to significant financial losses, and traditional maintenance strategies often fall short in predicting equipment failures. Enter Predictive Maintenance powered by Artificial Intelligence (AI) and Machine Learning (ML) - a game-changer in the realm of equipment monitoring and maintenance.