Latest advancement in AI technology and deep learning algorithms are changing the retail industry. AI will help in recognizing product conditions on shelf such as availability, assortments, space, pricing, promotions and many more. It will empower companies to take immediate corrective. AI algorithms can definitely improve planogram compliance by providing accurate stock visibility insights. Companies will be able to monitor and benchmark duration of out of stock instances, which will lead to better in-store product placement. Not much will change in the daily routine of the field agents apart from the fact that they will have more flexibility in terms of quality of pictures that they have to share with the analysis team.