Machine Learning - eBook (EN)

Drive business growth with personalization

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Providing better customer experiences and improving business outcomes with personalization Personalization offers your organization the ability to improve brand loyalty, grow sales, and increase efficiency by using data to create more sophisticated and individually tailored customer experiences. This allows you to delight and engage your customers by delivering the right experience at the right time and in the right place. According to a 2019 McKinsey study, 1 organizations that have implemented personalized recommendations and triggered communications have realized a 5–15 percent increase in revenue and a 10–30 percent increase in the efficiency of their marketing spend. As customers spend more time online, engaging with brands through new digital channels and across a growing range of devices, they are increasingly expecting real-time, highly personalized experiences. In fact, 63 percent of consumers see this type of experience as the standard level of service. 2 However, many organizations are struggling to realize the benefits of personalization in meaningful ways. Irrelevant communications and recommendations frustrate customers, resulting in disengagement and, ultimately, lost sales. In the next section, we'll review those challenges— and the reasons behind them—in greater detail. Then, throughout this eBook, we'll show how Amazon Web Services (AWS) machine learning (ML) is changing the game, powering solutions that can help you realize the full potential of personalization in the digital era. 2 https://www.business2community.com/marketing/30-amazing-personalization-statistics-02289044 1 https://www.mckinsey.com/business-functions/marketing-and-sales/our-insights/the-future-of-personalization-and-how-to-get-ready-for-it# 2

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