As AI is increasingly taking on our lives, we see around us a number of artificially intelligent computing systems. For the computing system to be useful for human beings, we need a complete processing methodology in which the computing system is in the middle and a human being can interact with the system through everyday spoken words as well as receive output in the same format. Computing with Words(CWW) enables a computing system to think, reason, make decisions and solve problems using a "concepts" driven analytical framework that resembles human symbolic cognition. CWW methodology is a principled approach to achieve CWW for any CWW system.