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