Software for data quality has, for a few decades, been used to cleanse address lists, typically running as a batch process that targets pre-existing records in a database. Perhaps this is why many IT professionals think of data quality only in terms of this capacity. The truth, however, is that data quality software today supports a long list of technologies and capabilities.

THE HURWITZ TAKE: Here follows a list of leading- edge data-quality capabilities. IT organizations can use the list to recognize data quality software that is positioned for the future. Vendors should ensure that their data-quality tools satisfy these requirements.

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