Sponsored by Qlik ® Enhancing Agility, Reliability and Automation with Cloud Deployments Evolving Requirements for Embedded Analytics2 3 4 5 6 7 8 9 10 1 akeaway: Organizations need agile analytics and a well-informed workforce to operate efficiently. The migration to cloud and hybrid platforms is changing the way organizations handle analytics. Analytics are vital to an organization’s ability to communicate, operate efficiently and gain a competitive advantage. And yet, the analytics process can be cumbersome, inefficient and can require too many resources. More than two-thirds of organizations report spending more time on data preparation and quality than other analytics processes. It is unsurprising, then, that 77% of organizations report that just one-half or less of

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