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, minimizing downtime and repair expenses. It can involve decentralized inventory management, strategic procurement, and efficien