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, controlling downtime and repair costs. It can comprise decentralized inventory management, strategic procurement, and efficient