The Build Log · 5 min read · Oct 12, 2026
Reading county foreclosure filings with AI before breakfast
Public records are slow, messy and free. That combination is an edge if you let an agent do the reading.
Every Texas county publishes notices that matter to real-estate investors: foreclosure postings, tax sales, probate filings. Few people read them, because many arrive as scanned PDFs on county websites that have not changed in years, and every county does it a little differently.
That is exactly the kind of work agents are good at. It is repetitive, it is public, and the value is in being thorough every single day.
The overnight run
Overnight, the agents check each county source for new postings. They pull the property address, the sale date and the type of notice, and they skip anything they cannot read with confidence instead of guessing. Each new record gets matched against what I already know about the neighborhood: recent sales, how the street has been trending, and whether we have looked at the property before.
The filters that matter
Freshness. A notice from this week matters more than a perfect match from last month.
Location first. I would rather see five properties in neighborhoods I know well than fifty across the state.
Data quality. If the address does not match the appraisal district record, it gets flagged for a human, not dropped and not trusted.
What I still check by hand
Before anyone picks up a phone, I read the original filing myself and look at the property on a map. The agents produce a short list; they do not make the call. Postings get cancelled, owners catch up on payments, and details in public records are sometimes wrong.
This is a research workflow, not investment advice. The point is simple: the information is public and free, and the edge goes to whoever reads it carefully and consistently.
— Forrest
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