Inventory theft continues to have a large-scale cost impact throughout the supply chain. Core Scientific, Megh Computing and Xilinx have partnered to provide a compelling platform solution that will reduce such monetary losses. Core Scientific is a cloud hosting services provider that provides an inventory monitoring service for distribution centers. Megh Computing and Xilinx have jointly developed a video analytics/machine learning solution on the Alveo acceleration platform. Core Scientific will present a case study that explains a specific distribution center theft problem and the solution that is being deployed to quickly reduce this cost burden.