In my experience, some people can be really oblivious. I've seen past situations where a company didn't have a formal PIP process, but it was blatantly obvious to everyone concerned--except apparently the person themselves--that they just couldn't do the job and were a massive time suck on others and weren't improving in spite of all sorts of attempts to help them. And they were totally shocked when they were fired "out of the blue."
