> Also, not really the best idea to apply secret proprietary algorithms to these kinds of decisions because you're eventually going to have to disprove improper bias

You only have to disprove that if the applicant can first show the existence of bias, which with a secret proprietary algo that they don't have access to either the inputs or outputs of or know exists, is pretty hard to do.