VAARHAFT
Fraud Scanner
Fraud Detection

Three Technologies.
One Application.

The Fraud Scanner combines the Image Trust Layer, Document Trust Layer, and Information Trust Layer — analysing images, documents, and content simultaneously in seconds.

Image Trust LayerDocument Trust LayerInformation Trust Layer

Multi-layer fusion architecture

fraud-scanner.vaarhaft.com
Web Tool interface — available as SaaS or on-premise

95%+

Detection accuracy

< 200 ms

Analysis time per scan

20+

Analysis features

~ 4 PT

Integration effort

Technology

Three trust layers become one product

Image Trust Layer, Document Trust Layer, and Information Trust Layer — each layer brings its specialisation. Together they form the Fraud Scanner: an end-to-end solution that misses no fraud.

Image Trust Layer

AI detection · Manipulation · Heatmaps · Metadata · Content moderation · Damage classification

Document Trust Layer

AI generation · Document forgery · PDF structure · OCR extraction · Classification

Information Trust Layer

OSINT plausibility checks · Image-in-image detection · Contextual validation

Fraud Scanner

Unified product

Analysis Features

All analyses — simultaneously in seconds

The Fraud Scanner checks images, documents, and content in parallel in a single scan.

Detection of AI-generated images

Images

Detection of (AI-)manipulated images

Images

Heatmap for explainability

Images

Duplicate check (internal/external)

Images

Reverse image search

Images

Metadata analysis

Images

Image-by-image detection

Images

Image quality analysis

Images

Detection of AI-generated documents

Documents

Detection of (AI-)manipulated documents

Documents

Duplicate check (internal/external)

Documents

Metadata analysis

Documents
PDF

PDF structural analysis

Documents

Document classification

Documents

Prediction of capture location from pixels

Content

Agentic plausibility checks (OSINT)

Content

OCR data extraction

Content

Detection of minors

Content

Detection of nudity

Content

Detection of QR codes & links

Content

Detection of phone numbers

Content

Processed in parallel. Completed in seconds.

A single API call or upload triggers all available analyses simultaneously — across all three trust layers. Results arrive within seconds, not minutes.

Performance

Detection rates that convince

Benchmarks based on internal tests with over 50M processed media files.

AI-generated images96%
Manipulated photos94%
Document forgeries92%
Screenshot fraud89%

Basierend auf internen Benchmarks mit über 50 Mio. verarbeiteten Medien.

Integration

API or Web Tool — whatever you need

The Fraud Scanner integrates in approx. 4 person-days — as a flexible REST API or as a ready-to-use web interface for manual reviews.

REST API

REST · JSON · Webhook

// Analyse in seconds
const result = await vaarhaft.scan({
  file: imageFile,
  modes: ["image", "document", "content"],
});

// Response
{
  fraudScore: 0.97,
  detectedType: "ai_manipulated",
  heatmapUrl: "https://...",
  layers: LayerResults
}

Seamless integration into your existing systems. Comprehensive documentation, SDKs and direct developer support.

Integration typically completed in approx. 4 person-days.

Web Tool

SaaS · No code required

Fraud Scanner Web Tool Interface

Ready to use immediately after login — no integration required. With heatmap visualisation, PDF reporting, and direct result export.

On-premise available

Deployment in your own infrastructure possible — for maximum data control and compliance. Regular model updates are delivered, and independent fine-tuning of the models is supported.

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Security & Compliance

Built for enterprise use

GDPR compliant

Fully GDPR compliant. All data is processed on German servers.

No data storage

Your data is used exclusively for the current analysis and deleted immediately afterwards. No third-party sharing.

No training on customer data

We never train our models on your customer data. Your data stays your data.

On-premise available

Deployment in your own infrastructure possible — for maximum data control and compliance. Regular model updates are delivered, and independent fine-tuning of the models is supported.

Always up to date

Our models are continuously updated to counter new AI methods and threat patterns.

~ 4 PT integration

Fast implementation thanks to clear API documentation and direct technical support.

Use Cases

Applicable across industries

From insurance to HR — the Fraud Scanner adapts to your workflow and processes.

Detect & Prevent

Fraud Detection

Fraud Scanner

The Fraud Scanner analyses and detects fraud — giving you certainty whether an image, document, or piece of content has been manipulated or forged.

Fraud Prevention

SafeCam

SafeCam acts even earlier: it prevents manipulated images from being submitted at all — directly at the point of capture.

Together, Fraud Scanner and SafeCam form a seamless anti-fraud chain: detect and prevent.

Learn more about SafeCam

Frequently asked questions

The commonly used image formats JPEG, PNG, TIFF, HEIC and PDF can be processed.

Yes, the service can also analyze several images in a row. Multiple images can be analyzed as a batch when received as a zip file, with individual assessments for each image.

Yes, the Fraud Scanner can analyze images out of PDF files. Furthermore, the Fraud Scanner is also able to analyze document PDF files like invoices, certificates or other text documents.

The images are briefly stored on our servers for analysis and are completely deleted following the analysis.

The results of the Fraud Scanner are not yet court-proof. Even if the detection rates are very high and reliable, the Fraud Scanner is a statistical model that can never guarantee 100% security.

We constantly develop our detection models and adapt them to the latest trends in AI development to ensure reliable detection of new manipulation techniques.

Yes, on-premise deployment is available for organizations with special data protection requirements. Contact us for a tailored setup.

Integration typically takes around 4 person-days. We provide comprehensive API documentation, SDKs, and direct developer support.

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Get a detailed insight into how you can protect yourself from image‑based fraud

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