Efficient spare part logistics are crucial for maintaining the operational readiness of marine vessels. To enhance this process, operators must implement a robust system that ensures timely access to necessary parts, reducing downtime and repair costs. Such can include decentralized inventory management, planned procurement, and efficient deliver