Your business stakeholders, data scientists, and analysts want data to just work. Today, that simply isn’t the case. They are spending too much time taking on data management and governance tasks rather than getting and using insights. The backlash is that IT, specifically data engineers, needs to own the data and be more cognizant of instrumenting it for use rather than leaving it sitting in repositories. This report for enterprise architects provides the definitive guide to help data engineers bring semantics back into the fold and overcome the barriers of turning data into insight.