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International Business Times
International Business Times
Business

Ralph Dangelmaier Explains Why AI Agents Are Compressing the Fraud Detection Window

(Credit: Unsplash)

In the history of electronic payments, we've been doing real-time automated fraud detection for years. And sometimes controls even relied on a quiet assumption: a human sits somewhere in the chain, and that human might introduce delay. In that case, someone reviews the invoice, notices the vendor name looks slightly wrong, and waits until Monday to resolve it. What has actually changed? AI agents don't merely accelerate the payment; they potentially accelerate the entire decision-making process that precedes the payment.

Autonomous agents won't necessarily eliminate human involvement. And many high-value financial transactions will still have approval policies, limits, dual controls, authentication, etc. But autonomous agents can eliminate pauses that were previously built into human workflows. Software that can authenticate, negotiate terms, and settle a transaction in a fraction of a second doesn't wait for anyone to feel uneasy. It doesn't slow down when the credentials were stolen twenty minutes earlier.

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