Efficient spare part logistics plays 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 costs. Such can involve centralized inventory management, proactive procurement, and efficient tr