Efficient spare part logistics are crucial for maintaining the operational readiness of marine vessels. To maximize this process, operators must implement a robust framework that provides timely access to necessary parts, minimizing downtime and repair expenses. It can comprise distributed inventory management, proactive procurement, and efficien