Caswell served as the comptroller of North Carolina and as a member of the North Carolina Senate between his two gubernatorial terms. Caswell was also chosen to be one of North Carolina's delegates to the United States Constitutional Convention of 1787, but he did not attend. At the time of his death in 1789, he had returned once again to the North Carolina General Assembly, this time serving as Speaker of the Senate.