We observe the ocean in many different ways. Turning these diverse observations into a coherent picture of marine biodiversity, however, remains a major challenge. CEPHALOPOD provides a pathway from fragmented observations to reliable knowledge, helping researchers, decision-makers and society to better understand, protect and manage our ocean for a sustainable blue future.