The fact that it is faster and cheaper to unravel complete genomes of organisms, combined with AI-assisted tools for gene annotation, is enabling the discovery of new bioactive compounds, the development of innovative bioprocessing techniques and the use of marine organisms for various applications, such as food and feed production, pharmaceuticals, biofertilisers, cosmetics, new materials and the use of whole microorganisms for bioremediation.