DataCaliper can help you create your Data Taxanomy with minimal impact to your current business processes. By identifying structured and unstructured data and their sources, one has to ensure that data is clean at the source. This takes several iterative steps. A good practice is to always create solid metadata about your data. It lays the foundation for clean data. In addition, Master Data Management (MDM) is key to defining the golden standard of data. Together data quality issues are addressed. An effective governing body, governance principles and data stewardship is necessary to keep these initiatives effective. After several iterations, visible results of data quality can be seen. DataCaliper can help your organization define these governing principles, help identify Data Stewards and establish processes in place that ensure data is taken seriously and quality checks are measured effectively.