With the United States entry into World War II, Sayler's old West Point classmate, now commanding general of the U.S. Forces in the European Theater of Operations, Dwight D. Eisenhower, appointed him as chief ordnance officer of ETO. In this capacity, Eisenhower tasked him to plan, assemble, and execute the ordnance support for the North African invasion.