Glenn Walker fired the hosts in front two minutes before the break, following an Ashley Timms gaffe, while Steve Diggin applied the killer blow four minutes from time.
Ben Milnes saw a second half free-kick rattle the post, but Brackley held the upper hand after the break and progressed to Monday's fourth qualifying round draw in the process.
Photograph courtesy of Brian Martin.