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Sift Science catches fraud by using large-scale machine learning to identify those patterns automatically.

We use behavioral patterns to build an identity profile for each user. This provides your app with a second factor of authentication that doesn't add friction to the user experience, or even require the user to opt-in.

It is the next generation self-service digital identity and fraud prevention collaborative platform for individuals, businesses, and governments.