That statement is usually given out in response to people who are implying that it’s not what it is, which is a much more ridiculous proposition isn’t it?
My builder kept saying “it is what it is” to me throughout my loft conversion. When I said the same to him when refusing to pay him the final balance he didn’t seem to have quite the same level of laid back stoicism.