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