Prior to the 2016 season, the Brewers decided to use Thornburg as a full-time reliever rather than preparing him as a starter during spring training and in Triple-A. Thornburg became the Brewers' setup-man and displayed career-best fastball velocity, reaching as high as 96 mph with his heater.