Efficient spare part logistics are crucial for maintaining the operational readiness of marine vessels. To optimize this process, operators must implement a robust system that ensures timely access to necessary parts, reducing downtime and repair expenditures. Such can involve decentralized inventory management, strategic procurement, and efficie