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