You might find you have problems with the companies you sub to as you are effectively competing against your employers for work. If you start undercutting your employers to get work through your own company you might find your employers stop using you.

Don't bite the hand that feeds you.

This all assumes you are setting up in the same area as the comapnies you work for are based.