I'm working with monitoring systems and the things I keep hearing is that people rely on having a 'number' but when pressed admit that the number isn't reliable

I'm working with monitoring systems and the things I keep hearing is that people rely on having a 'number' but when pressed admit that the number isn't reliable. Data doesn't always help! It can lead to assumptions, often really bad ones. And IBM isn't to be trusted with it.