Bolling was in sympathy with the objectives of the Preparedness Movement, a group of influential Americans advocating military preparedness for involvement in World War I and drawn primarily from wealthy lawyers, bankers, academics, and politicians of the Northeast.
In November 1915, Bolling was appointed as a first lieutenant in the New York National Guard and organized the "Aviation Detachment, First Battalion Signal Corps, National Guard, New York."