In the critical infrastructure and operational technology security. predictive maintenance is transforming the way organizations handle maintenance activities in the operational technology landscape. With the ability to anticipate failures before they occur, organizations can optimize their operations, reduce costs, and improve overall efficiency. Predictive maintenance will ensure a streamlined and sustainable future as industries continue embracing technology and data-driven decision-making.