Other poster summed it up nicely, as there's a range of remedies from fees to lowering the payment you get to investigation to prison, but by far the most significant impact is this key metric:

Past Performance.

You can probably get away with screwing over the government once, maybe even twice. But good luck once you're legally and nationally blacklisted.