Bottom line: An agent-based AI system from Amazon Bedrock reduces document review at financial institutions from 30 minutes to under 90 seconds while detecting sophisticated deepfakes and synthetic identity fraud.
Inscribe has developed an agent-based AI system based on Amazon Bedrock that detects forged, manipulated, and AI-generated financial documents in under 90 seconds — 20 times faster than manual review by fraud analysts.
According to Inscribe’s “2026 State of Document Fraud Report,” fraud appears in 1 out of 16 documents. AI-generated forgeries increased fivefold between April and December 2025. Financial institutions processing thousands of applications daily face massive operational burden: traditional manual review takes 30 minutes per application and cannot keep pace with rising volume.
Previous approaches fail on multiple levels. With growing application volume, banks must proportionally hire more analysts without improving detection accuracy. Static rule-based systems miss new fraud patterns such as deepfakes, AI-generated fake documents, and organized fraud rings. Additionally, different analysts reach different conclusions on similar cases, creating compliance risks and fairness issues.
Inscribe’s agent-based approach changes this dynamic. The system works like an experienced fraud analyst: it receives a task, breaks it down into steps, leverages multiple specialized tools in parallel, and completes the work. The agent-based system coordinates specialized models from Amazon Bedrock, calls external APIs when needed, and synthesizes everything into a final decision — automating routine cases and flagging complex ones for manual review.
In a typical loan application, an analyst must verify bank statements, pay stubs, tax returns, and identity documents, cross-validate information, track manipulations including deepfakes, research employers and addresses — all under pressure to move quickly. The financial stakes are high: a missed fraud case costs millions, creates regulatory risk, and damages reputation. Time-consuming reviews delay approvals by days and drive high customer abandonment rates.
Amazon Bedrock is a fully managed service that provides foundation models from providers such as Anthropic, Cohere, Meta, and Stability AI through a single API, enabling security, privacy, and explainable AI decisions for regulated industries.
Source: aws.amazon.com · Published July 1, 2026
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