Emerging Artificial Intelligence (AI) tools are revolutionising the shipping industry by enhancing predictive maintenance. These systems use real-time data from vessel equipment to anticipate and prevent failures, reducing downtime and operational costs. Incorporating AI-driven solutions allows ship operators to maximise efficiency while ensuring safety and reliability across global fleets.