If a company gets most of its income from the government it is defacto a government agency. It differs from a normal agency in that there are more avenues for corruption. For example, it can put the money it gets from the government into the hands of shareholders / owners, or hire outgoing politicians / government officials into high ranking roles in exchange for shady deals.