A third-round pick by the Texans in 2017, Foreman spent last season playing under Atlanta head coach Arthur Smith while Smith was the offensive coordinator in Tennessee.
Foreman joins a group vying for carries behind starter Mike Davis, who signed from Carolina in the offseason. The depth chart also includes veteran Cordarrelle Patterson and third-year pro Qadree Ollison. The Falcons also have two undrafted rookies, Javian Hawkins and Caleb Huntley, who have seen time during training camp.
Foreman worked out for Atlanta last week.