As healthcare organizations begin to apply analytics to care delivery, data has become one of a hospital's most valuable assets - and one of the most challenging to manage. Providers struggle with setting a strategic direction and collecting the right data from fragmented data sources with low interoperability. Analyzing poor-quality data, may result in conclusions that are ineffectual or incorrect.