Efficient spare part logistics plays crucial for maintaining the operational readiness of marine vessels. To enhance this process, shipyards must implement a robust strategy that ensures timely access to necessary parts, minimizing downtime and repair expenses. Such can involve decentralized inventory management, proactive procurement, and effici