The Retail Guide to AI at the Edge provides insights into how retailers can leverage AI to address their top challenges. AI at the edge can support organizations' goals by enabling critical transformation at the speed of business. This guide outlines the benefits of AI in retail, including improved business intelligence and decision-making, enhanced customer experience, scalable solutions, increased resilience, competitive differentiation, operational efficiency, and foundation building. Retailers can take advantage of existing infrastructure, data, and knowledge assets, such as security cameras and customer foot traffic, to gain insights. To maximize outcomes and realize lasting success, understanding the technology and how to apply it strategically is critical. Only 36% of IT leaders say their organization has optimized company-wide use of AI.