Back Down to One is the debut studio album by Jani Lane, former lead vocalist of the American hard rock band Warrant. Lane was still the lead singer of Warrant when this album was first released on August 22, 2003 featuring a band Lane assembled composed of guitarist Matt Cleary, ex-Defcon bass player Mark Mathews and drummer Adam Mercer. The bulk of the album material would be co-composed by his erstwhile Warrant colleague Keri Kelli.

Jani Lane was an American singer and the lead vocalist, frontman, lyricist and main songwriter for the glam metal band Warrant. From Hollywood, California, the band experienced success from 1989 to 1996 with five albums reaching international sales of over 10 million. Lane left Warrant in 2004 and again in 2008 after a brief reunion. Lane also released a solo album, Back Down to One, in 2003, and the album Love the Sin, Hate the Sinner with a new group, Saints of the Underground, in 2008. Lane contributed lead vocals and songwriting to various projects throughout his career.