On October 14, 2017, Williams was signed by the Indianapolis Colts off the Chiefs' practice squad. He was waived on November 25, 2017, and was re-signed to the practice squad. He signed a reserve/future contract on January 1, 2018. He was waived on May 9, 2018.
