Should I understand that they use the labor of prisoners - a large proportion of them black
men - to make profits?

It wouldn't surprise me, although I doubt there's any direct proof of that at the time being.

Since you're interested in the topic, though, here's an interesting article:

http://www.motherjones.com/politics/2016/09/10-things-cca-investigation