With the rapid development and easy accessibility to powerful artificial intelligence (AI) techniques today, a valid question to ask is if it is feasible to use such techniques to pave the way to reduce the cost and effort in the process of operating Product Line Engineering (PLE). In this post we explore some of the possibilities of such a combination.