AI retail optimization preliminary designs or layouts focus on creating frameworks for integrating AI solutions into retail operations. These designs typically map out key components such as data flow, AI models, user interfaces, and integration points within existing systems. The layout highlights how AI will be used in inventory management, pricing, customer personalization, and supply chain optimization.