I used to say "oh yeah just run qemu-kvm" until my girlfriend moved in with me and I realized you do legitimately need some kind of infrastructure for managing your "internal cloud" if anyone involved isn't 100% on the same page and then that starts to be its own thing you really do have to manage.

Suddenly I learned why my employer was willing to spend so much on OpenStack and Active directory.