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This post is co-written with Conor Burke, CTO and Co-Founder at Inscribe

Fraud now appears in 1 of every 16 documents, and AI-generated forgeries grew 5x from April to December 2025 ( Inscribe’s 2026 State of Document Fraud Report ). For financial institutions processing thousands of applications daily, this scale of deception creates an impossible challenge. Traditional manual review takes 30 minutes per application and cannot keep pace with rising volumes. More critically, manual processes struggle to detect the evolving tactics that modern fraud tools make possible. Speed alone is not enough. The solution must also catch sophisticated forgeries, deepfakes, and coordinated fraud rings that human reviewers and legacy rule-based systems were never designed to identify.…

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