Efficient spare part logistics are crucial for maintaining the operational readiness of marine vessels. To enhance this process, fleet managers must implement a robust framework that ensures timely access to necessary parts, minimizing downtime and repair expenditures. This can involve decentralized inventory management, proactive procurement, an