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Credit and Identity Fraud AI Decision Playbooks

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Synthetic Identity Fraud in Personal Loans AI Decision Playbook

A fintech lender has experienced $1.8M in charge-offs in 6 months from personal loans to borrowers who appear to have no prior credit history, then built thin files rapidly before applying. The average time from first credit inquiry to loan application is 4.2 months—unusually short.

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