I was just thinking that forgotten would be a good choice for a third faction. Maybe they would have the ability to use the ai forgotten as allies or to fight against them.
If not a third faction then allow bases to specialize in maybe offense, defence, production,.... It can cost resources and command points maybe even time like a relocate to switch between them at a penalty to other specializations.