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Artificial Intelligence: The Customer Experience Imperative

Customer Experience Management (CXM) is the process of understanding and managing customers' interactions with and perceptions about the company/brand. In our Big Data world, improving the customer experience is increasingly becoming data-intensive endeavor. Consider CRM systems, surveys, social media sources, telemetry systems, and publicly available data sources; using the combined power of statistics and today’s […]

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Customer Loyalty Measurement Framework

Selecting the Right Customer Loyalty Measures for your CX Efforts

Customer loyalty plays a key role in any customer experience management program. Customer loyalty reflects the degree to which customers engage in positive behaviors toward and experience positive feelings about a company or brand. Your customer loyalty metrics plays large part in your customer experience analytics efforts; the goal of analytics is to uncover ways […]

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Loyalty Driver Matrix

Understanding Customer Survey Data: Descriptive, Predictive and Prescriptive Analytics to Improve Customer Loyalty

Customer relationship surveys play a major role in helping improve the customer experience and increase customer loyalty. By gathering customer perceptions of their experience as well as their likelihood of engaging in different types of customer loyalty behaviors, companies are able to use these data to get insight about how to improve the quality of the […]

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Getting More Insights from Data: Nine Facts about the Practice of Data Science

The value of data is measured by what you do with it, and organizations are relying on data scientists to extract that value. I recently conducted a survey of data professionals to better understand what it means to be a data scientist. I discovered a few things that can help organizations optimize the value of their data. While […]

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