Good Question
Freddy Massimi is a Fraud Analytics Analyst at Live Oak Bank, a certified human trafficking investigator, and a fraud professional who has spent his career following financial patterns to their human consequences. In this conversation from Fraud Fight Club Round 3, Freddy traces his path from third-shift debit card fraud at BB&T to elder abuse investigations, human trafficking certification, and now AI-powered document fraud detection. He talks about what the link between financial crime and human exploitation actually looks like in the data — and why fraud teams that understand that connection are better equipped across the board. He also shares a case that changed how he thinks about the job: a pig butchering victim who told him she was planning to end her life. "Trust your gut. Treat every customer like your grandparent." On the technology side: Freddy uses Inscribe at Live Oak Bank to detect AI-generated documents. He's seen the forgery market firsthand — pay stubs available for $10, IDs that pass visual inspection, documents generated by AI tools that leave almost no trace for human reviewers. Topics covered: * AI-generated document fraud and detection * Pig butchering scams and investment fraud * Human trafficking and financial crime * Elder abuse and fraud victim support * Fraud analytics at community banks
26 episoder
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