Efficient spare part logistics are crucial for maintaining the operational readiness of marine vessels. To optimize this process, fleet managers must implement a robust framework that provides timely access to necessary parts, controlling downtime and repair expenditures. Such can involve centralized inventory management, proactive procurement, a