Software product line engineering has emerged as an approach to developing software which targets a given domain. However, the processes involved in developing a software product line can be time consuming and error prone without adequate lifecycle tool support. In this paper we describe our approach, NAPLES, which uses natural language processing and aspect-oriented techniques to facilitate requirements analysis, commonality and variability analysis, concern identification to derive suitable feature oriented models for implementation.