Context: Retailers are turning to computer vision deployments to boost productivity and protect margins, which are under pressure. The technology is being used to automate physical shelf tracking, addressing long-standing in-store execution failures that are costing the industry billions. This trend is driven by the need for retailers to optimize operations and stay competitive.