In the long term, corporate data mining efforts are more of a privacy risk than government data mining efforts. And here's an off-the-shelf product from IBM:
IBM Entity Analytic Solutions (EAS) is unique identity disambiguation software that provides public sector organizations or commercial enterprises with the ability to recognize and mitigate the incidence of fraud, threat and risk. This IBM EAS offering provides insight on demand, and in context, on "who is who," "who knows who," and "anonymously."
Schneier on Security: Data Mining Software from IBM
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