The increasing complexity and volume of marine data, coupled with the rise of AI-driven workflows, demand more powerful and flexible data management solutions than traditional data repos- itories. In this work, we present the design and implementation of an integrated data lake platform developed in the context of the Galician Marine Sciences Program. Built on top of open- source technologies, it enables both large-scale simulations and advanced AI-driven workflows.
Cacheiro et al. (2025) studied this question.