If you don't have sysadmins with the right experience, there is a vast number of companies that can do this for you on a fractional basis on retainer. I was one of them.

The crossover point where cloud is more expensive is really low even if you have zero in-house experience. Exactly where it is depends on your amount of egress, as that is where AWS in particular really takes advantage of you.