Efficient spare part logistics are crucial for maintaining the operational readiness of marine vessels. To enhance this process, operators must implement a robust strategy that provides timely access to necessary parts, reducing downtime and repair expenditures. It can involve centralized inventory management, proactive procurement, and efficient