How AI is Changing the Fraud Landscape in Claims

Introduction

Generative AI has revolutionized many fields — unfortunately including fraud. Tools like Midjourney, DALL-E and GPT-4o can create photorealistic images of product damage that never existed in seconds.

Scale of the Problem

Industry research suggests that up to 15% of warranty claims in e-commerce may contain fabricated or modified images.

How Detection Works

Modern detection systems like Claimo analyze:

• EXIF metadata — camera photos contain information about the model and time taken
• Generative artifacts — AI models leave characteristic patterns in pixels
• Physical consistency — AI struggles with realistic rendering of damage

Conclusion

Investing in an AI detection system pays off with just a few detected frauds per month.