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[Music] I want to talk for a minute about reducing the risk of unintended disclosure inside of your entity resolution system theres going to be a database of some form that keeps track of all of the person identifiable information names addresses date of births phones social drivers licenses and so on and while most systems lets hope are running database encryption that still leaves one at risk of database administrators credentials being compromised or worse a you know corrupt database administrator an Insider thread one of the things you can do with sensing which is pretty unique I think in the industry of energy resolution is application Level encryption on top of the disk level encryption and what that means is sensing has an encryption and a decryption key it means as the data is arriving that personally identifiable information names addresses phones Etc is encrypted when its written by the application and later during entity resolution processes as new records arrive its be