연합군 최고사령부
In November 1946, Harrison was reverted to his permanent rank of colonel and ordered to Japan, where he was attached to the General Headquarters of Supreme Commander for the Allied Powers under General Douglas MacArthur as Executive for Administrative Affairs and Reparations. While in this capacity, he collaborated closely with General MacArthur and was responsible for the restoration of Japanese economy as rapidly as possible.