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Why Legacy Fraud Systems Break in Real-Time Commerce

calendar_today June 23, 2026 person Raj Jain domain sift-com

When’s the last time someone stress-tested the assumptions underneath your fraud stack? When we were building Kintana in the late nineties, one of the things that kept us honest was a simple engineering question: what assumptions are baked into this system, and are those assumptions still true? Every architecture makes bets.

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