Inscribe on Amazon Bedrock finds fake financial documents in 90 seconds

Fintech startup Inscribe has developed an agent AI system based on Amazon Bedrock that analyzes documents the way an experienced fraud expert would, and now detects fake, fabricated, and AI-generated financial documents in less than 90 seconds.

How Much Faster This Is Than Manual Verification

The new system shows a 20-fold acceleration compared to traditional manual document analysis, while, according to the company, maintaining the level of accuracy and explainability of decisions required to comply with financial regulatory requirements.

• Platform built on Amazon Bedrock
• System operates on the principle of agent AI — reasons through a document sequentially, like an expert analyst
• Detects altered, fabricated, and AI-generated documents
• Analysis time — less than 90 seconds per document
• Acceleration compared to manual verification — 20 times faster
• Accuracy and explainability of decisions comply with financial regulatory requirements

How Inscribe's Agent System Works

Unlike classical authentication tools that search for individual signs of forgery based on pre-set rules, Inscribe's agent system builds a chain of reasoning through the entire document — compares data between different parts of the file and draws conclusions about its authenticity the way a human analyst would, only in seconds rather than minutes or hours of manual verification.

Why Explainability of Decisions Is Important

For financial organizations, verification speed is meaningless without the ability to explain to a regulator why the system made a particular decision. This is precisely why Inscribe emphasizes that the new agent system maintains explainability of conclusions on par with accuracy — a condition mandatory for using such tools in the regulated financial sector.

Why Demand for Such Tools Is Growing

The availability of accessible generative models has made it easier to create convincingly-looking fake financial documents — statements, invoices, income statements — which are harder to detect using traditional manual verification methods. Financial organizations must verify a growing stream of applications and documents in tight timeframes without compromising regulatory requirements for justified decisions, and it is at the intersection of these two requirements — speed and explainability — that Inscribe positions its system on Amazon Bedrock.

What This Means

The emergence of AI systems that in less than 90 seconds with maintained explainability of decisions detect not only classical forgeries but also documents generated by neural networks shows that the fight against financial fraud is shifting from manual verification to agent AI tools capable of replacing part of analysts' work without loss of quality.

Frequently Asked Questions

How

Much Faster Does Inscribe Verify Documents Compared to Manual Analysis?

According to the company, the agent AI system on Amazon Bedrock verifies financial documents in less than 90 seconds — this is 20 times faster than traditional manual verification.

What Types of Fraud Does the System Detect?

The system detects altered, fabricated, and AI-generated financial documents while maintaining the accuracy and explainability needed to comply with financial regulatory requirements.