Applied AI · Mineral Rights Acquisition

The mineral rights
industry, finally
automated.

AIcreage applies AI to automate the path from courthouse record ingestion to ownership intelligence and tract-level review, giving acquisition teams a faster way to search, interpret, and act.

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Pilot
Freestone County, TX
AI-native
Search to extraction
Minutes
vs. weeks of manual work

An industry
stuck in
another era.

Landmen and acquisition teams still search courthouse records manually, send mail to unverified addresses, and pursue owners with limited visibility into current title or likely willingness to transact.

The result is a slow, expensive workflow with low conversion rates and almost no leverage.

01 The Outdated Address +

A landman mails an offer letter to the address on file. It goes to a P.O. box managed by a law firm handling a trust whose beneficiary died years ago. No one responds. Wasted time, wasted money.

02 The Unknown Heir +

County records still list the original owner. Later research reveals the interest passed to multiple heirs across several states, none of whom knew they owned it. The team starts over from scratch.

03 The Missed Window +

An owner becomes motivated to sell after a life event, but outreach lands too early and gets ignored. A competitor who caught the signal first closes the deal before anyone else knows the opportunity exists.

An automated pipeline
for deed record intelligence.

01 — Ingestion
Automated Record Scraping
Scrapes publicly available instruments from GovOS-hosted county systems via browser automation. The current pilot is centered on Freestone County, Texas.
02 — Storage
Indexed Metadata Layer
Documents are stored with searchable metadata across instrument type, grantor, grantee, abstract number, and filing date, making retrieval immediate.
03 — Extraction
AI-Powered Parsing
The platform extracts structured data from deeds, assignments, leases, and related records, capturing parties, tract context, dates, and conveyance language.
04 — Review
Reviewable Ownership Output
Search results, previews, summaries, and structured extraction outputs stay aligned in one workspace so teams can validate and act faster.

From record ingestion
to ownership intelligence.

▸ Next Milestone
Chain-of-Title Reconstruction
Connecting individual instruments into a verified ownership history for any tract or abstract. Compressing weeks of manual title work into minutes so acquisition teams can underwrite faster.

AIcreage is building applied infrastructure for the mineral rights market: a unified operating layer where document ingestion, chain reconstruction, ownership intelligence, and acquisition workflow compound together over time.

Ready to stop
doing this by hand?

Sign in to the AIcreage workspace to search records, inspect source documents, and run structured ownership extraction.