Efficient spare part logistics is crucial for maintaining the operational readiness of marine vessels. To optimize this process, shipyards must implement a robust framework that provides timely access to necessary parts, controlling downtime and repair expenditures. It can involve decentralized inventory management, proactive procurement, and eff