Seaports play a key role in global economic development, acting as connecting tissues between modes of transportation. Their ecosystems are dynamic and complex, and port activity has grown exponentially over recent decades. The use of data-driven intelligence (DI) to manage port operations has increased as the industry has become more integrated and complex. Ports can now leverage data from various sources, including satellites, vessels, and ocean environments. They can also gain insights into maritime biodiversity, environmental conditions, and fishing.