Abstract: In last few years industries are facing a major problem in field of testing their final finished produce especially in the field of automobiles. Efficiency of the vehicles is affected when the parts are not tested properly. Hence the selection and rejection of this automobile part for the further implementation of automotive is needed. We are presenting our research paper on developing intelligence in machine so as to make machine to do accurate analysis and on the basis of this analysis machine is able to take accurate and correct decision regarding sorting of defective and non defective washers. Neural network technique which is part of pattern recognition is used to implement artificial intelligence in the machine. These technique is synthesized using MATLAB. hence we are providing the most promising solution for fast and accurate sorting technique for washers.