In the course of our discovery program of new metabolites from marine microorganisms, we isolated a novel anthranilamide derivative named NI15501A from Penicillium sp. NI15501. In this report, we describe fermentation, isolation, physico-chemical properties, structure elucidation, and biological activities of the substance.