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In an increasingly complex and competitive logistics scenario, where strategic decisions directly impact the efficiency and sustainability of supply chains, this book presents an innovative methodological proposal: the integration of Multivariate Analysis (SEM) and the AHP Multicriteria Method in choosing the ideal location for Distribution Centers. More than a theoretical exercise, the book offers practical applications validated in the context of the Port of Vitória, revealing how economic, environmental and social criteria can be analyzed in an integrated manner. It is essential reading for professionals and researchers seeking to understand and transform logistics through smarter, evidence-based decisions that are sensitive to regional development. An analytical and strategic journey that challenges the reader to rethink how data can shape the future of distribution.