This solution brief describes how retailers use AI to enhance customer experiences and operational efficiency across physical and digital channels. Computer vision and NLP enable visual search, product recommendations, inventory management, sentiment analysis, and automated catalog tagging. AI helps identify out-of-stock items, monitor shelf placement, and ensure brand compliance while improving product discovery and personalization. Retailers gain deeper insights into customer behavior and preferences by analyzing images, video, and text from reviews and social media. The brief highlights faster metadata generation and more accurate tagging, which improves search relevance and drives higher engagement. Overall, AI-powered retail solutions increase revenue, improve shopping journeys, and o

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