This document discusses using neuro-fuzzy techniques to study the role of flexibility in improving the performance of flexible manufacturing systems (FMS). It outlines the objectives, motivation, and literature review on FMS, artificial intelligence, and neuro-fuzzy systems. The methodology involves collecting data, implementing an adaptive neuro-fuzzy inference system (ANFIS) for training, analyzing the results, and reporting findings to determine if neuro-fuzzy techniques can help design more cost-effective FMS for Indian industries. An implementation plan with timeline is also provided.