After the war, Pillow was forced into bankruptcy, but embarked on a successful law practice in Memphis, Tennessee, as partner with former Governor Isham G. Harris.
Efter krigen gik Pillow fallit, men startede en ny succesfuld sagførerpraksis i Memphis i Tennessee som partner med den tidligere guvernør Isham G. Harris.