Machine Learning - eBook (EN)

Transform retail experiences and operations with machine learning from AWS

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How the retail industry is evolving In today's retail space, customers demand that their expectations not only be met but also exceeded. A fast, frictionless, and engaging omnichannel experience at every step of the customer journey —before during, and after purchasing—is now the norm. All areas of the retail industry, including marketing, merchandising, and the supply chain, are evolving—retailers are adapting to gain the competitive advantage by incorporating ecommerce and digitalizing their brick-and-mortar environments. Successful engagement with customers requires insights and automation. These insights come from data and enable retailers to make critical business decisions that help their organizations grow and scale efficiently. However, legacy technology stacks are preventing retailers from accessing much-needed customer insights. Without digital transformation, retail businesses are being held back in an industry that is evolving rapidly. To move forward, stay relevant, and become more effective at getting consumers' attention and loyalty, retail businesses need to optimize customer journeys and experiences. Amazon Web Services (AWS) provides the deepest and broadest set of machine learning (ML) services to make that happen. To fully understand their customers, retailers are overcoming the limitations of legacy technology stacks and shifting toward ML. In fact, by 2026, the global artificial intelligence (AI) market opportunity in retail is expected to surpass $23B.¹ ¹ "Market Research Report," Fortune Business Insights, September 2021 2

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