AI frameworks convert raw sensor data into meaningful scene representations, enabling perception, feature extraction, and model-based reasoning. Data fusion across multimodal streams supports robust state estimation and cross-modal consistency checks to manage uncertainty. Real-time perception, planning, and control aim for…

AI aggregates real-time signals—from searches, on-site activity, purchase history, and external data—to map shopper demand and intent. It enables precise segmentation, personalized recommendations, and timely next-best-action. Real-time dashboards translate streams into actionable alerts for store ops and merchandising. Governance and…