At that scale
You're already going to be getting most of the benefits of scale associated with being "cloudy" anyway, even if you run it in house.
What's the annual storage budget for that, I bet most of use could plan some hardware (including power costs and disk replacements) that would cope for 5 years and pay a healthy salary for a (small) team to look after it.
Biting the hand that feeds IT
