Could have a few candidates, or solo.

Then see the work environment, and meet some potential colleagues (be it other bosses or people you are managing). It is still considered another stage of interview.

Actually it goes both ways, sometimes people get a shocked after previewing such environment too.

So when successful from that stage you will be offered a verbal offer subjected to clearance and medical.