Efficient spare part logistics are crucial for maintaining the operational readiness of marine vessels. To optimize this process, operators must implement a robust framework that ensures timely access to necessary parts, minimizing downtime and repair costs. This can comprise decentralized inventory management, strategic procurement, and efficien