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