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