Your insurance AI is deleting evidence. 99% failure rate. $7.2B problem.
🚨 THE PRISTINE BUMPER INCIDENT 🚨
An insurer’s app “enhanced” a dented bumper photo.
GenAI saw the dent as noise.
Smoothed it out digitally.
Claim denied—zero damage visible.
Customer sued for bad faith.
WHY IT HAPPENED:
• Diffusion models trained on perfect cars
• Dents treated as statistical anomalies
• Inpainting automatically “heals” damage
• Evidence spoliation at scale
THE FIX:
✓ Forensic Computer Vision
✓ Semantic Segmentation (pixel-level boundaries)
✓ Depth Estimation (3D measurement)
✓ Deflectometry (physics-based verification)
✓ SHA-256 evidence preservation
NO MODIFICATION. JUST MEASUREMENT.
Connect with our solutions team.
📖 Read the full technical whitepaper here: https://veriprajna.com/whitepapers/forensic-imperative-deterministic-computer-vision-insurance-claims
📧 [email protected]
🌐 https://veriprajna.com
💬 WhatsApp: +919217059957
#InsurTech #AI #ComputerVision #ClaimsAutomation #Fraud #Insurance #DeepTech #ForensicTech #NAIC #Compliance #RiskManagement #DigitalEvidence #EnterpriseTech #AutoInsurance #PropertyClaims #BadFaith #Litigation #AIGovernance #RegTech #InsuranceInnovation #Veriprajna