Artificial Intelligence is emerging as a critical tool in the digitalization of brick and mortar retail stores. The rise of machine learning has unlocked a wide array of new applications to enhance the customer experience, optimize costs, and drive automation, especially with respect to in-store visual monitoring & surveillance.  AI has both increased the pace of innovation in retail, and dramatically reduced the cost to implement these new and emerging solutions.