From 1911 he served with the German General Staff in Berlin. During World War I, Kaupisch served on the General Staff and rose gradually in the ranks and in 1917 promoted to Major. He also received the Iron Cross 2nd Class and the Knight's Cross of House Order of Hohenzollern in the same period.