Artificial Neural Networks on decision support over quality control has become the niche field of Computer Applications. In this way the book informs about the improvised quality production of ceramic tiles on large scale. The system developed acts informative for the specific application and hence could be referred by manufacturers. Use of ANN is chosen as to train cases of existence for exact predictions and the system is suggestive for test cases.