There was also a Chinese brothel madam named Ah Toy, who, unlike any of the other Chinese at this time, actually made use of the American court system to assert her rights.
And of course, many women who are referred to as madams are simply female pimps that sometimes have had a prostitution history and consider going into pimping as a promotion and far better than them having to do it themselves.