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