Inscribe detects document fraud in 90 seconds using AI on AWS

Key takeaway

• 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.

3 Key Points

FAQ

How much faster is Inscribe's system than manual review?

Inscribe detects fraud in under 90 seconds, compared with 30 minutes for traditional manual review—a 20x improvement.

Which AI models does Inscribe use and why?

Inscribe uses Claude Haiku 4.5 for routine document parsing and field extraction (achieving 40% cost reduction vs. Claude Sonnet), Meta Llama models for transaction analysis, and Claude Sonnet 4 and 4.5 for cross-document fraud analysis and report generation. The approach allows Inscribe to match each model to the task best suited to it.

How common is document fraud according to the data cited?

Fraud appears in 1 of every 16 documents, and AI-generated forgeries grew 5x from April to December 2025, according to Inscribe's 2026 State of Document Fraud Report.