Efficient spare part logistics are crucial for maintaining the operational readiness of marine vessels. To enhance this process, fleet managers must implement a robust system that guarantees timely access to necessary parts, minimizing downtime and repair costs. Such can include centralized inventory management, planned procurement, and efficient