Tenant Document Fraud Detection

The Problem

Rental fraud is on the rise. Agencies manually review dozens of documents per dossier : payslips, tax notices, employment contracts, bank statements, IDs. The volume makes thorough verification nearly impossible.

• Fabricated payslips pass visual inspection

• Edited PDFs are indistinguishable to the naked eye

• Fraudulent dossiers reach signature stage before anyone notices

Every missed fraud case costs agencies months of unpaid rent and costly legal proceedings.

The Solution

Luuzon's AI fraud detection engine analyzes every uploaded document automatically in seconds, not hours.

The agent:

• Runs metadata forensics on every PDF and image

• Detects pixel-level manipulation and inpainting artifacts

• Applies semantic analysis to identify inconsistencies across documents

• Cross-references declared income with document structure patterns

• Generates a fraud risk score per document and per dossier

No manual review required for clean files. Suspicious files are flagged with full explanations.

Key Capabilities

• PDF and image metadata forensics

• AI inpainting and manipulation detection

• Cross-document semantic consistency check

• Per-document fraud risk score

• Human-readable fraud alerts

• Full audit logs

Example Outcome

Before:

An agency manually reviews 12 documents per dossier across 30 applications per day. Fraudulent payslips reach the landlord approval stage.

After:

Luuzon flags high-risk dossiers automatically before the agent ever opens them.

Result:

Zero fraudulent tenants onboarded. Zero hours spent on manual document forensics.

How It Works

1. Document Upload Tenant uploads payslips, tax notices, ID, and contracts via a secure link.

   
   

2. Multi-Layer Analysis Luuzon runs four parallel detection layers: data forensics, pixel forensics, semantic AI, and inpainting detection .

   
   

3. Risk Scoring Each document receives a fraud risk score. The dossier receives an aggregated fraud signal.

   
   

4. Alert & Review High-risk documents are flagged with a detailed explanation. The agent recommends next steps.

   
   

5. Audit Trail Every analysis is logged and exportable for compliance or dispute purposes.

Best For

• Independent rental agencies (2–20 agents)

• Property managers handling 20+ applications/month

• Agencies in high-fraud urban markets (Paris, Lyon, Bordeaux)

• Any agency that has been burned by fraud before