Healthcare CRO Fraud Detection
Clinical data integrity is non-negotiable. Detect AI-manipulated medical records, forged lab results, and synthetic patient identities across the entire care and research lifecycle.
Clinical Integrity Modules
QUERY: SELECT * FROM healthcare_defenseMedical Document Verification
Authenticate medical records, referral letters, and discharge summaries at the point of intake. Detect pixel-level edits, font substitution, and AI-generated text overlays in scanned documents.
Lab Result Tampering Detection
Identify manipulated pathology reports, bloodwork panels, and diagnostic imaging results. Flag value alterations, resampled backgrounds, and composite artifacts in clinical attachments.
Insurance Card Validation
Screen insurance card uploads for synthetic generation, cloned card templates, and digitally altered member information. Prevent coverage fraud before it triggers downstream billing errors.
Prescription Forgery Scanning
Analyze prescription images for forged signatures, altered dosage fields, and AI-generated prescription pads. Integrate with pharmacy workflows to stop controlled substance diversion in real time.
Clinical Trial Image Integrity
Protect the evidentiary chain of clinical research photography. Detect retouched wound progression images, fabricated dermatological endpoints, and spliced histology slides submitted to CROs.
Patient ID Verification
Validate patient identity photos against submitted documentation. Detect synthetic faces, photo-of-photo attacks, and identity swaps designed to exploit telehealth onboarding flows.
Evidentiary-Grade Verification
A single manipulated lab result can invalidate an entire clinical trial arm. A forged insurance card can trigger cascading billing errors across provider networks. Our medical-domain forensics catch alterations invisible to the human eye.
- Detect value alterations in lab panels—single-digit edits to glucose, HbA1c, or lipid readings.
- Identify synthetic prescription pads with AI-generated physician signatures.
- Full audit trail compatible with FDA 21 CFR Part 11 electronic records requirements.
POST /v3/verify/medical-document
{
"scan_id": "hcr_47e9a2d1c803",
"document_type": "lab_result_panel",
"facility": "metro-general-hospital",
"verdict": "TAMPERED",
"confidence": 0.9763,
"findings": [
{
"field": "HbA1c",
"anomaly": "pixel_value_substitution",
"original_estimate": 9.2,
"displayed_value": 6.1
}
],
"compliance": "21_CFR_11_audit_logged"
}
[ALERT] Document quarantined. Compliance team notified.
_
Protect Patient Data Integrity
Safeguard clinical research, insurance workflows, and patient records with medical-grade image forensics. HIPAA-compliant and audit-ready from day one.