Property Insurance – AI Image QA Inspector

Vision AI that detects fraudulent images in self‑inspection property insurance claims

Finance & Insurance
AI and Machine Learning
Deliverables
  • Vision AI system for image fraud detection
  • Claim image screening for self‑inspection workflows
Services
  • Image fraud detection for insurance claims
  • Vision AI consulting
Technologies
  • Vision AI
  • AI‑generated/screenshot image detection
Deliverables
Technologies
Services

Project Overview

Vision AI that detects fraudulent images in self‑inspection property insurance claims

We built a Vision AI system that identifies fraudulent images submitted in self‑inspection property insurance claims. It detects screenshots, AI‑generated content, and similar fraudulent submissions to support claim image screening.

The Challange

  • Self‑inspection claim processes rely on customer-submitted images
  • Fraudulent images (e.g., screenshots, AI‑generated) can enter submissions
  • Carriers need a way to automatically detect fraudulent images

Our Solution

A targeted Vision AI inspector that analyzes claim images and detects fraudulent content types such as screenshots and AI‑generated imagery. The system focuses on self‑inspection property insurance use cases to help screen incoming submissions.

Features:
  • Detection of screenshots
  • Detection of AI‑generated images
  • Image fraud screening for self‑inspection claims

The Results

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35%

Faster case completion

90%

Staff adoption in 2 weeks

70%

Reduced task duplication

150M

Annual cost saving through improved efficency

The Results

  • Fraud Types Detected: Screenshots, AI‑generated images
  • Use Case: Self‑inspection property insurance claims
  • Approach: Vision AI–based image fraud detection
  • Scope: Claim image submissions

Summary

Vision AI that detects fraudulent images in self‑inspection property insurance claims

Focus Area

Project Overview

We built a Vision AI system that identifies fraudulent images submitted in self‑inspection property insurance claims. It detects screenshots, AI‑generated content, and similar fraudulent submissions to support claim image screening.

The Challange

  • Self‑inspection claim processes rely on customer-submitted images
  • Fraudulent images (e.g., screenshots, AI‑generated) can enter submissions
  • Carriers need a way to automatically detect fraudulent images

Our Solution

  • Self‑inspection claim processes rely on customer-submitted images
  • Fraudulent images (e.g., screenshots, AI‑generated) can enter submissions
  • Carriers need a way to automatically detect fraudulent images

The  Impact

Enables automated detection of fraudulent images in self‑inspection property insurance claim submissions, supporting image screening and quality assurance in claims workflows.

A Vision AI system that detects fraudulent images in self‑inspection property insurance claims.

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Our Clients Say It Best

Behind every project is a relationship built on trust, communication, and shared success. Here’s what that sounds like.

"The team is very personable; we feel like we're talking to friends."

Bill Vasil
Founder, CrewTrak

"Collaborating with Moreland on this project was an absolute pleasure."

Korey Silverman
Director of Operations, General Pipe Cleaners

"MorelandConnect has a great ability to keep the communication lines open with their clients."

Amie Brock
CEO, AIR Training Solutions

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