institutions aremissing vital business opportunities simply because their customer data and their sales data
does not match up. Poor data quality, including duplicate entries or missing data such as
occupational codes, is hampering customer segmentation. Duplicate entries and incomplete
address fields cost businesses millions every year in terms of wasted direct marketing materials
and effort. High quality data is also essential for maximizing return from fraud prevention and loss
control measures.