AI based predictive maintenance represents a paradigm shift in how industries manage asset health and performance. By leveraging the power of artificial intelligence, businesses can move beyond traditional maintenance models to achieve unprecedented levels of efficiency, reliability, and foresight. The ability to predict and prevent failures before they occur not only reduces downtime but also enhances safety, optimizes resources, and drives sustainability.