Efficient spare part logistics are crucial for maintaining the operational readiness of marine vessels. To enhance this process, shipyards must implement a robust strategy that provides timely access to necessary parts, controlling downtime and repair costs. Such can comprise decentralized inventory management, strategic procurement, and efficien