During the War of 1812, he formed them into the Glengarry Light Infantry Fencibles to defend Upper Canada. Gaulin saw service as a chaplain.
During the War of 1812, Gaulin established the Glengarry Light Infantry Fencibles for defense of Upper Canada.  He was also involved in religious duties as a chaplain.