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Case studyTitle Search AI: Autonomous County Records Search and Examination

Title Search AI, Benchmark's autonomous title search and examination platform, turning hours of manual county-portal work into a minutes-long, examiner-supervised process.

Industry
Title Insurance / Real Estate Services
Headquarters
—
Title Search AI: Autonomous County Records Search and Examination
170+
Counties automated across five states
Key Metrics Measured after
rollout
0+
Counties Automated
0%
Automated Risk Checks Per Search
Background

A title search and settlement provider automating record collection across inconsistent county government portals.

A leading US based company provides title search and settlement services to title companies, lenders, and law firms.

To produce a title report, examiners had to manually pull ownership, lien, and tax records from dozens of different county government portals.

Each search took hours per property.

Every county website is different, and many use CAPTCHAs and bot protection that block normal automation.

The quality of risk review depended on each examiner, and the only way to grow was to hire and train more title examiners, who are scarce and expensive.

The company delivers Search Reports, Title Commitments, and Current Owner reports for its clients.

For every order, an examiner had to visit county Property Appraiser, Clerk or Recorder, and Tax portals, collect the right records and document images, and check for risks such as open mortgages, liens, and chain of title gaps.

This work was slow, hard to standardize, and difficult to scale.

The company needed automation that could handle inconsistent government websites while keeping examiners in control of judgment calls.

Background
Title Insurance / Real Estate Services
—
Challenges faced & defined solution

5 real bottlenecks. 6 matching fixes.

Every operational bottleneck reported was matched to the workstream(s) that resolved it.

The challenge

Hours of Manual Work Per Property

Manual searches took hours for each property across multiple government websites.

Defined solution

AI Browser Agents

AI agents navigate county Property Appraiser, Clerk or Recorder, and Tax portals on their own.

The challenge

No Two Counties Alike

Every county portal is different, with no standard interface or data format.

Defined solution

AI Browser Agents

AI agents navigate county Property Appraiser, Clerk or Recorder, and Tax portals on their own.

The challenge

Bot Protection Blocks Automation

CAPTCHAs and bot protection block conventional automation, so the work stays manual.

Defined solution

Live Co-Browsing View

Examiners watch every step the agent takes and can take over at any time for CAPTCHAs or judgment calls.

The challenge

Inconsistent Risk Review

Risk review depended on the experience of each examiner, so quality varied from person to person.

Defined solution

47 Automated Risk Checks

The platform checks for open mortgages, chain of title gaps, liens, and more, supported by LLM assisted examination.

Automated Document Retrieval

Document images are pulled automatically, read with vision based OCR, and cross validated against the index.

The challenge

Costly, Limited Scaling

Growing the business meant hiring and training scarce, expensive title examiners.

Defined solution

One Click Reports

Search Reports, Title Commitments, and Current Owner reports are generated in Word and PDF with one click.

Client Order Portal

Clients place and track orders through a portal with an operator queue, status dashboard, and email notifications.

The Impacts

Real, measurable improvements in speed, consistency and scale.

From Hours to Minutes

A full search and report now takes minutes instead of hours per property.

Consistent Quality

The same 47 risk checks run on every order, so quality no longer depends on which examiner handles it.

Examiners Focus on Judgment

Examiners stopped clicking through websites and now focus only on the calls that need human expertise.

Scale Without Heavy Hiring

The company can take on more volume without hiring and training more examiners at the same pace.

Better Client Experience

Clients see live order status in the portal and receive email notifications at every stage.

End-to-End Time Reduced from Hours to Minutes

End to end search and report time reduced from hours to minutes per property.

Lower Cost Per Search

Fully loaded cost per completed search brought under $10.

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