How AI Is Rewriting Credit Decisioning in Real Time
By
PYMNTS
|
April 13, 2026
|
For decades, credit and payment decisions have relied on static scorecards and rigid “if-then” rules built for a ...
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How AI Is Rewriting Credit Decisioning in Real Time
By
PYMNTS
|
April 13, 2026
|
For decades, credit and payment decisions have relied on static scorecards and rigid “if-then” rules built for a slower payments environment. That model is now under strain. As transactions move across digital channels in real time, issuers must evaluate risk, intent and context instantly—not after the fact.
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This edition of a new series, “
The ABCs of AI Credit: A Playbook for Issuers
,” shows that AI agents are emerging as the operating layer for this shift. Rather than acting as gatekeepers, these agents function as a cognitive layer embedded directly into payment flows, evaluating transactions in milliseconds using behavioral signals and real-time data. This enables more adaptive, context-aware transaction intelligence.
The impact on issuer performance is immediate. Traditional fraud controls often block
来源：pymnts.com