I'm not sure about Google, but at MS we absolutely use our own cloud heavily. sometimes there's big legacy stuff, but nowadays most of that has gone onto Azure under the hood. I've heard Amazon is much the same way.
the only exception I can really think of is infrastructure that you need to recover from disasters, which isn't on Azure for obvious bootstrapping reasons.
