I have built what was underneath — and then threw it away, because the managed-services vendor built it better, and the OpEx of paying them to manage it was less than the OpEx of paying myself to maintain it.
It absolutely depends on scale. Smaller teams of better staff can sustain cloud infrastructure, especially if grabbing as many internal needs as possible so as to gather critical mass to make it pay for itself.
