Inscribe on Amazon Bedrock Spots Forged Financial Documents in 90 Seconds

Fintech startup Inscribe has built an agentic AI system on Amazon Bedrock that analyzes documents the way an experienced fraud expert would. It now detects forged, fabricated and neural-network-generated financial documents in under 90 seconds.

How much faster than manual review?

The new system is 20 times faster than traditional manual document analysis. According to the company, it also maintains the level of accuracy and decision explainability needed to meet financial regulators' requirements.

• The platform is built on Amazon Bedrock
• The system uses agentic AI: it reasons through a document step by step, like an expert analyst
• It detects altered, fabricated and AI-generated documents
• Analysis time is under 90 seconds per document
• Speedup over manual review: 20x
• Accuracy and explainability of decisions meet financial regulators' requirements

How Inscribe's agentic system works

Classic authenticity checkers look for individual signs of forgery using predefined rules. Inscribe's agentic system instead builds a chain of reasoning across the whole document. It cross-checks data between different parts of the file and judges authenticity as a human analyst would, but in seconds rather than the minutes or hours manual review takes.

Why explainability matters

For financial institutions, fast checks are pointless if they cannot explain to a regulator why the system made a given decision. That is why Inscribe stresses that its new agentic system preserves explainability alongside accuracy, a requirement for using such tools in the regulated financial industry.

Why demand for these tools is growing

Widely available generative models have made it easier to create convincing fake financial documents, such as statements, invoices and income certificates, that are harder to catch with traditional manual review. Financial institutions must check a growing stream of applications and documents on tight deadlines, without compromising regulators' demands that decisions be justified. Inscribe positions its Amazon Bedrock system at the intersection of those two demands: speed and explainability.

What this means

AI systems that detect not only classic forgeries but also neural-network-generated documents in under 90 seconds, while keeping decisions explainable, show that the fight against financial fraud is shifting from manual review to agentic AI tools. These tools can take over part of analysts' work without a loss in quality.

Frequently asked questions

How much faster does

Inscribe check documents than manual analysis?

According to the company, the agentic AI system on Amazon Bedrock checks financial documents in under 90 seconds, 20 times faster than traditional manual review.

What types of fraud does the system detect?

The system detects altered, fabricated and neural-network-generated financial documents, while maintaining the accuracy and explainability needed to meet financial regulators' requirements.