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As modern applications continue to permeate and bring more value to businesses of all sizes, business leaders increasingly want to see more value extracted from the exponential growth of their data. Commonly, however, the leverage of data for business value falls woefully short of its potential to bring sustainable business value. Data is often stuck in silos with a wide variety of incoherent access tools and inadequate governance processes. Rather than treating data as a byproduct of applications, it is important to see data for business leverage as a strategic asset requiring a comprehensive thoughtfully planned structure often referred to as the “data estate”. Organizations are increasingly looking for tools and methodologies to support this effort.