To maximize ship efficiency and minimize expenditures, improving ocean sourcing processes is crucial . This requires a shift from traditional, reactive approaches to a strategic model. Utilizing analytics-based insights to pinpoint optimal providers and obtain favorable rates is critical . Furthe