Inscribe, a document fraud detection vendor serving banks and fintechs since 2017, deployed an agentic AI system on Amazon Bedrock that analyzes financial documents in under 90 seconds, 20 times faster than manual review. The system coordinates multiple AI models to detect deepfakes, fabricated documents, and coordinated fraud while generating audit-ready reports—addressing a scale where fraud appears in 1 of every 16 documents and AI-generated forgeries grew 5x in late 2025.
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Sign up free →What happened
Inscribe built an AI system using Amazon Bedrock that detects tampered, fabricated, and AI-generated financial documents in under 90 seconds—a 20x improvement over traditional manual review, which takes 30 minutes per application.
Why it matters
Financial institutions processing thousands of loan and credit applications daily face fraud in 1 of every 16 documents, with AI-generated forgeries growing 5x from April to December 2025. Manual review cannot keep pace with volume or detect sophisticated deepfakes and coordinated fraud rings, leaving institutions exposed to millions in losses and regulatory risk.
What to watch
Inscribe uses multiple models from Amazon Bedrock matched to specific tasks—Claude Haiku 4.5 for routine document parsing (40% cost reduction vs. Claude Sonnet), Meta Llama models for transaction analysis, and Claude Sonnet 4 and 4.5 for cross-document fraud pattern detection and audit-ready reporting.
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