SymphonyAI’s Store Intelligence solution revolutionizes in-store execution by providing real-time insights to ensure compliance with planograms, optimize labor, and enhance overall store performance, a crucial need in the face of fast-evolving shopper preferences and operational challenges. Despite advanced tools for clustering, assortment, and space planning, category managers traditionally struggle with ensuring accurate execution at the store level. Store Intelligence bridges this gap with the fastest and most accurate combination of AI and optical character recognition (OCR), delivering real-time alerts and prioritized worklists for optimal performance. By integrating seamlessly into SymphonyAI’s assortment and space platform, this solution provides end-to-end capabilities from initial category review through continuous planogram monitoring and rapid remediation. Retailers benefit from increased on-shelf availability by up to 11%, enhanced sales by up to 5%, optimized labor by up to 60%, and improved planogram compliance by up to 23%. This comprehensive approach allows both retailers and suppliers to manage demand influencers dynamically, monetize product data, and maintain compliance, thereby maximizing business outcomes and customer satisfaction.