Williams signed a contract with the Saints on Thursday, Field Yates of ESPN reports.
The Saints waived/injured running back Matthew Dayes (undisclosed) on Thursday, so the team used the now-open roster spot to sign Williams. The Saints are fairly secure with their running back depth heading into the preseason, but Williams will still compete for a potential depth role with the team.