---
title: "Insights: document and photo fraud | Trustable"
url: "https://trustable.ai/insights"
description: "Practical guides for mortgage, HELOC and insurance teams on spotting edited and AI-generated documents, photos and IDs."
---

Insights

# Document fraud, explained.

Practical guides for mortgage, HELOC and insurance teams on spotting edited and AI-generated files.

- October 22, 2026. [HELOC document fraud: why edited income slips through](https://trustable.ai/insights/heloc-document-fraud): HELOCs often close faster and with lighter checks than a first mortgage. Where edited documents get through, and the controls that catch them.
- October 22, 2026. [How to spot a fake bank statement in a mortgage file](https://trustable.ai/insights/fake-bank-statements-mortgage): The signs of an edited bank statement on the page, in the file and across the loan file, and what to do when something looks wrong.
- October 22, 2026. [How to spot AI-generated claim photos: six checks](https://trustable.ai/insights/ai-generated-claim-photos): How edited and AI-generated damage photos reach claims teams, the checks that help, and why no single signal should decide a claim.