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Explore how artificial intelligence can revolutionize retail operations through cognitive modernization in this 23-minute conference talk from Conf42 ML 2025. Discover the critical importance of modernizing legacy retail systems and understand the unique challenges facing the retail sector in today's digital landscape. Learn about the limitations of traditional modernization approaches and how AI-powered solutions can overcome these obstacles. Examine a comprehensive cognitive retail modernization framework with detailed layers including data processing, machine learning integration, and decision automation. Follow the structured implementation phases from assessment to deployment, and analyze a real-world case study of a regional grocery chain transformation. Understand the financial and operational benefits achievable through cognitive modernization, including improved inventory management, enhanced customer experience, and optimized supply chain operations. Address key challenges and considerations when implementing AI-driven retail transformations, including data quality, system integration, and change management strategies.
