He was elected president of the Indiana constitutional convention, held in Corydon in June 1816, where he helped draft the state's first constitution. Jennings supported the effort to ban slavery in the state and favored a strong legislative branch of government.

In August 1816, Jennings was elected to serve as the first governor of Indiana at age 32, and re-elected for an additional term. He pressed