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In every type of real-time transaction environment, fraud is getting more sophisticated, faster, and harder to spot. Whether it’s bot-driven testing, account takeovers, synthetic identities or coordinated fraud rings, bad actors are continuously evolving. With each new tactic, it becomes more difficult for traditional threshold-based engines and manual interventions to respond. When teams can’t act fast enough, fraud gets through. When they over-correct, false positives increase, approvals slow, call center volumes skyrocket, and customer trust takes a hit from false declines. In response, …
