It is impossible, to play all characters at the same time. You can play them one after another, but not at the same time.
Combat is turn-based anyway, isn't it? No one here has a mechanical problem playing multiple characters.
but out of combat you have to do everything sequentially.
sure, it might be possible from a mechanical point of view. but it seems rather awkward from a gameplays standpoint