Maritime Predictive Maintenance Systems: Maritime predictive maintenance systems use advanced analytics and IoT sensors to monitor vessel equipment, predicting potential failures before they occur. By analyzing data from machinery and systems, these solutions allow ship operators to perform maintenance activities proactively, reducing downtime, extending equipment life, and minimizing repair costs.