Enterprise Fraud Detection Dashboard

AI-powered healthcare document verification with real-time tampering detection, forensic analysis, audit intelligence, reviewer decision workflows, and secure fraud prevention operations.

Live Detection Overview

Claims Processed

0

1M+ Claims processed across platform

Fraud Probability Alerts

0

Suspicious documents flagged

Critical Escalations

0

Manual review required

Trust Score Average

91%

System confidence benchmark

Upload Center

Upload Claim Documents

PDF • Scanned Reports • Medical Records • Lab Reports • Discharge Summaries • Prescription Files • Insurance Attachments

Drag & Drop Files Here

OR

Browse Files

Supported Types: PDF, JPG, PNG, TIFF

Multi-file upload enabled • Secure forensic scan active

Document DNA fingerprint generation enabled

AI Tampering Detection Panel

Copy-Paste Detection

Repeated content blocks and cloned medical entries identified.

Overwriting Detection

Modified values and digitally altered text layers detected.

Watermark Removal

Removed ownership marks and hidden source tampering flagged.

Fake Signature Detection

Signature mismatch with known provider signature registry.

Metadata Mismatch

PDF source mismatch with hospital system verification.

AI Generated Fake Reports

Fully synthetic and partially AI-edited reports detected.

Forensic Visual Analyzer

Suspicious Region Highlighted

Bounding boxes around signature tampering and overwritten diagnosis sections.

Zoom Inspection

Pixel-level inspection for document authenticity and layer validation.

Visual Confidence Engine

Fraud heatmap generated with risk severity mapping.

Document DNA Fingerprint Engine

Unique Fingerprint Generated

Every uploaded file receives a forensic identity signature.

Cross-Claim Matching

Duplicate reports reused across claims instantly identified.

Source Verification

Font consistency and layout authenticity validated across versions.

Explainable AI

Page Region Issue Confidence Action
Page 1 Bottom Right Fake Signature 97% Escalate
Page 2 Header Metadata Conflict 91% Review
Page 3 Diagnosis Copy-Paste Fraud 88% Investigate

Reviewer Decision Engine

Final Status

Conditional Review

Requires senior verification before approval

Priority Flag

High Risk

Immediate audit escalation recommended

Reviewer Notes

Signature inconsistency confirmed. Duplicate scan linked with prior claim.

Smart Fraud Alert System Active

Live monitoring enabled with secure audit logs, automated reviewer assignments, forensic report generation, and enterprise-grade fraud prevention workflows.

Open Analytics Center
🚨 Critical Fraud Alert: Claim CLM-2091 requires immediate escalation