Title abstracts, pooling notices, lease deadlines, state filings. We build the document and data automation that gives landmen and operators their weeks back — scoped per workflow, per jurisdiction, with a clear success metric before any code gets written.
Most AI shops walk into oil and gas from outside. We don't. The team pairs engineers who build AI day-to-day with operational experience inside the industry. Every engagement is scoped to one workflow, built on a stack chosen to integrate with the tools your team already uses, and measured against hours your people get back.
See what we build →These come up in every discovery conversation with operators and landman shops. None are technology problems. All are time and accuracy problems.
Senior landmen hand-classify courthouse records. Three-week abstracts are normal. Outside title opinions add another month and a mid-five to low-six figure invoice — multi-section units run higher.
OCC notice windows are tight. Manual respondent extraction and address verification across hundreds of parties per packet eats junior staff time you can't get back.
Royalty terms, Pugh clauses, continuous-drilling deadlines buried across hundreds of PDFs. The first sign of trouble is usually a missed deadline.
Production reports reformatted by jurisdiction and submitted across portals that don't talk to each other. The same number, typed five times.
Your senior landmen working acquisitions, not courthouse runs.
Your junior staff learning the deal side instead of data entry.
Your filings out the door before the deadline, every time.
Every engagement follows the same arc — embed, build, deploy. Scoped tightly, measured against the metric you care about.
We embed with your team to map the workflow, surface the highest-impact intervention, and agree on success metrics before any code gets written.
We design and develop the solution against a contained slice of your operations — one asset, one jurisdiction, one workflow — then iterate on what actually works.
Production rollout with monitoring, alerting, and the documentation your team needs to operate it independently. We stay on retainer if you want us to.
We embed with your team department by department, identify the highest-impact workflows for AI, and produce a phased plan — what to pilot first, what to defer, what to leave alone.
The two highest-volume workflows in any land department — title abstracts and lease obligations — both grounded in county courthouse records and your operator filing systems. We OCR, classify, and structure them so senior landmen stop doing junior work.
The deadline-driven paperwork that turns into all-hands fire drills. We build automation that extracts respondents from OCC orders, verifies addresses against public filings, and assembles a mailable notice packet in hours — with the audit trail compliance demands.
The three engagements above are the patterns we've scoped most often. They're examples, not limits. Anything in your back office that's slow, manual, and document-heavy is in scope — if AI can make your team faster at it, we can build it.
We deploy into your Azure or AWS tenant. Title libraries, lease terms, and courthouse images stay in your subscription. LLM inference runs against your contracted Azure OpenAI or Bedrock endpoint, or an open-weights model in your VPC — never a shared multi-tenant service.
The agent does the assembly — OCR, classification, drafting. Your landmen do the judgment. We don't file applications, testify, or make the good-faith-effort determination — those stay with your team and outside counsel.
Land & title and pooling are the most common asks. These are the next-most-common — the ones that come up halfway through a discovery call once the first workflow is scoped.
Automation that pulls production data and formats it for the jurisdiction-specific forms — Texas RRC Form PR, Oklahoma OTC Form 300, NDIC monthly, NM OCD C-115, Louisiana SONRIS — designed around your existing data sources.
Affidavits of heirship, missing-instrument hunts, stipulations of interest, and the cross-referencing that today eats senior landman time on every new location.
Decimal-interest recalculation, owner cross-referencing, and pay-deck updates — built for your Revenue Accounting and Division Order team, not your Land team. Late-payment risk eliminated at the source.
Engineers who build the AI, paired with operational experience from inside the industry. Small by design — when you engage with us, you talk to the people writing the code, not an account manager.
Builds the agent and workflow layer end-to-end. Computer engineering background, focused on systems that hold up in operational use rather than in demo screenshots.
Grew up in Oklahoma's Mid-Continent and started his career on the operator side at Compass Energy. Brings the buyer's perspective into every scoping conversation.
Owns integrations, audit logs, and deployment — the unglamorous parts that determine whether a pilot survives contact with production data.
Discovery: 2–3 weeks. Pilot: 8–14 weeks (longer for workflows touching outside title counsel). Typical engagements run $30k–$150k. Our design-partner program closes Q4 2026 — limited to three Mid-Continent operators on preferred terms. Mention "design partner" in your message if that's you.
Schedule a call →Even if AI isn't the answer, a half-hour conversation usually narrows down what is. Design-partner program closes Q4 2026 — preferred terms for three Mid-Continent operators. Mention “design partner” in your message.