The flexibly of imperfection free, top notch items is a significant achievement factor for the drawn out seriousness of assembling organizations. Regardless of the expanding difficulties of rising item assortment and multifaceted nature and the need of financial assembling, a thorough and solid Standard review is regularly irreplaceable. Inconsequence, high review volumes transform assessment measures into assembling bottle necks. In this commitment, we explore another coordinated arrangement of prescient model-based Standard review in modern assembling by using AI strategies and Edge Distributed computing innovation. Rather than best in class commitments, we propose an all-encompassing methodology including the objective arranged information obtaining and handling, demonstrating and model sending just as the mechanical execution in the current IT plant foundation. A genuine mechanical instance in SMT fabricating is introduced to highlight the technique and advantages of the offered strategy. The outcomes exhibit that by utilizing the offered technique, review capacity can be diminished altogether and in this way monetary preferences can be produced