Can you mix different types of melt and pour soaps together?

I want to start making my own melt and pour soaps, I was wondering if I could mix the bases...Like cocoa butter and goats milk...Or cocoa butter and shea. I know that the cold process allows you to do this, because its from scratch. So can I mix the bases ? Thankyou