I have read numerous things on cold approaches and how to do them, and I will say that my success with them has been relatively fantastic. However, there is one thing I am confused on.

So suppose that the woman you were interested in already knows you and you know her. It isn't on a friend basis, but you both have met and have chatted a bit, but there has been no real socializing. I can say that there is a woman I'm interested in who we both already know each other, but we never chat or hang out.

So my question to the community is how would you go about with this? Would you treat this as if it was still a cold approach, or would you change things up a bit in order to approach someone you are already familiar with?