Efficient spare part logistics plays crucial for maintaining the operational readiness of marine vessels. To enhance this process, fleet managers must implement a robust framework that ensures here timely access to necessary parts, reducing downtime and repair costs. It can include decentralized inventory management, strategic procurement, and ef