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