Koo was a businessman at the time of the Treaty of Shimonoseki in which Qing dynasty China ceded Taiwan to Japan. When the Japanese forces arrived in Taiwan in 1895, Koo initiated contact with the Japanese forces in Keelung and urged them to enter Taipei to restore order.