---
title: "DataTrace analysis says public-record-only AI title search misses meaningful issues in 40.8% of files"
type: "News"
locale: "en"
url: "https://longbridge.com/en/news/294212018.md"
description: "First American’s DataTrace analysis reveals that AI title searches relying solely on public records missed material issues in 40.8% of files, with involuntary liens causing over 36% failure rates. This gap poses potential liabilities estimated at USD 148 billion probable and USD 489 billion maximum. Additionally, AI failed to search 8% of residential files due to data limitations. The report concludes that AI requires structured, validated title plant data to ensure accuracy and insurability."
datetime: "2026-07-29T13:00:37.000Z"
locales:
  - [zh-CN](https://longbridge.com/zh-CN/news/294212018.md)
  - [en](https://longbridge.com/en/news/294212018.md)
  - [zh-HK](https://longbridge.com/zh-HK/news/294212018.md)
generator: "portal-rs"
---

# DataTrace analysis says public-record-only AI title search misses meaningful issues in 40.8% of files

-   First American’s DataTrace analysis found public-record-only AI title searches missed at least one material matter in 40.8% of searchable files. \* Involuntary liens drove the largest gaps, with an issue fail rate above 36%, raising concerns about insurable title decisioning at scale. \* An underwriting review estimated missed matters could translate into USD 489 billion maximum potential liability, USD 148 billion probable liability. \* AI could not search 8% of the 200 residential files due to missing title plant data or comparable normalized datasets. \* The report concluded AI performs best when paired with structured, validated title plant data to support completeness, accuracy, insurability. Disclaimer: This news brief was created by Public Technologies (PUBT) using generative artificial intelligence. While PUBT strives to provide accurate and timely information, this AI-generated content is for informational purposes only and should not be interpreted as financial, investment, or legal advice. First American Financial Corporation published the original content used to generate this news brief via Business Wire (Ref. ID: 202607290900BIZWIRE\_USPR\_\_\_\_\_20260729\_BW983580) on July 29, 2026, and is solely responsible for the information contained therein. © Copyright 2026 - Public Technologies (PUBT)

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---
> **Disclaimer: This article is for reference only and does not constitute any investment advice.**