We report the complete genome sequence of atypical porcine pestivirus (APPV) OKN/2021, which was sampled in the Okinawa Prefecture, Japan. The sequence bears the closest resemblance to another previously detected Japanese genotype 3 APPV sequence. This genome sequencing will help researchers in Japan learn more about the virus epidemiology and evolutionary characteristics.