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AI document fraud detection for banks and fintechs

What is Inscribe?

Inscribe is an AI document fraud detection platform for financial services teams. It is built to help banks, fintechs, lenders, and credit unions detect fake, altered, manipulated, and AI-generated documents in workflows such as underwriting, onboarding, KYC/KYB, and bank account verification.

The product combines layered document analysis with external verification and agentic reasoning. According to the site, Inscribe can pre-screen incoming files, analyze them with multiple detection methods, enrich investigations with live research, and explain what it found in plain language so analysts can make faster, more defensible decisions.

What can Inscribe do?

Multi-signal document analysis

Analyzes documents using forensic, network, semantic, perceptual, public data, and custom signals so teams can catch different fraud patterns with one system.

Forensic and perceptual detection

Checks document structure, fonts, metadata, file history, and pixel-level details to identify tampering, synthetic files, and visual edits.

Semantic validation

Cross-checks names, addresses, employment, income, and other claims against one another to surface contradictions in an application.

Application-level reasoning

Connects findings across an entire application instead of evaluating each document in isolation, which helps reviewers spot linked fraud patterns.

Explainable findings

Returns a risk level, plain-language explanation, and supporting evidence so analysts can review cases faster and document their decisions.

Workflow automation and configurable checks

Supports parsing, classification, document collection, external verification, and configuration of checks based on a team’s SOPs.

Use Cases

“Underwriting fraud review”

Review bank statements, paystubs, tax forms, and financial statements for signs of alteration or fabrication before a loan decision.

“Account opening checks”

Check applicant documents during account opening to help verify identity and business legitimacy in KYC/KYB workflows.

“Bank account verification”

Confirm account details before disbursement by spotting modified account numbers or fabricated statements that could lead to misdirected funds.

“Cross-document investigation”

Investigate document-heavy applications faster by combining document findings with employer, address, and business verification.

“Analyst review support”

Route suspicious files for human review with evidence and risk summaries that help analysts document decisions.

Frequently Asked Questions

How does Inscribe detect document fraud?

Inscribe is designed to analyze documents submitted in financial services workflows and surface signs of falsification, alteration, or AI-generated manipulation. It returns a risk level, a plain-language explanation, and supporting evidence so reviewers can understand why a document was flagged.

How do teams use Inscribe in their workflow?

The source describes Inscribe as working through an API, a web app, and the Collect portal. It also says the product can be connected through partner integrations and used inside existing workflow platforms, but it does not list a full implementation sequence.

What kinds of documents and workflows does it support?

The website says Inscribe is used for underwriting, account opening for KYC/KYB, bank account verification, and other document-heavy trust and decision workflows. It also mentions documents such as bank statements, paystubs, tax forms, invoices, and financial statements.

Is Inscribe pricing public?

The pricing page returned a 404 in the collected sources, so the site does not provide a public pricing model in the evidence here. Buyers are directed to book a demo and request a document fraud audit.

What does Inscribe show to reviewers after it analyzes a document?

Inscribe emphasizes explainable outputs rather than a single black-box score. The source says each finding includes a risk level, a clear description, and supporting evidence, and the Assistant can explain findings and answer follow-up questions.

Quick Facts

Category
AI document fraud detection
Primary users
Banks, fintechs, lenders, and credit unions
Core workflows
Underwriting, onboarding, KYC/KYB, bank account verification
Source domain
inscribe.ai
Delivery
Web app, API, and Collect portal
Pricing
Not publicly shown in the collected sources

Inscribe Traffic Analysis

Traffic data is for reference only.

Domain Rating
64

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