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Blueprints · Pilot → Productionapture labs · pilot to production

Three workflows worth proving before production.

These are reference designs, not customer results. Each blueprint shows a candidate workflow, the human gates around it, the evidence required, and the measures a two-week scope should establish before anyone calls it production.

01 Drilling ↓02 Production ↓03 Facilities ↓Discuss a pilot →
Blueprint 01 · Drilling

Morning reports that draft themselves.

The problem

A rig-heavy driller loses the first ninety minutes of every day assembling daily drilling reports from tour sheets, directional surveys, and overnight SCADA. The judgment of what matters lives in one or two superintendents, and it walks out the door when they do.

The agentic blueprint
TRIGGER
06:00, once overnight tour sheets and SCADA have landed.
MODEL
Torquay 7B, finetuned on your tour sheets, drafts each DDR section with a confidence score.
HUMAN GATE
The engineer approves or corrects before anything is filed.
ACTION
Report filed to the well record. Corrections feed back as alignment signal.
What the pilot must measure
Draft completeness against the approved report template.
Engineer review time and correction rate.
Every filed report retains a human approval record.
What production needs from you
2–3 years of tour sheets and past DDRs.
Read access to the SCADA historian.
One superintendent to review week one.
Blueprint 02 · Production

Declines caught before the field tour.

The problem

Freeze-offs and declines get found on the Thursday tour after starting Monday night. The SCADA data shows them the whole time. Nobody has the hours to look at every pad, every morning.

The agentic blueprint
TRIGGER
A nightly sweep of every pad's SCADA history.
MODEL
A production model built for the workflow scores decline and degradation per pad against your baseline.
HUMAN GATE
Below threshold it stays silent; above, it opens a ticket with the evidence for the on-call engineer.
ACTION
A distilled 3B model runs the same check at the pad through satellite dropouts.
What the pilot must measure
Coverage across the agreed pad and tag set.
Precision and recall against known decline events.
Engineer acceptance, escalation, and false-positive rates.
What production needs from you
SCADA / historian tag access.
12+ months of production history.
Your freeze-off and failure log.
Blueprint 03 · Facilities

A facility that can answer inspection questions.

The problem

Equipment records, drawings, inspection dates, and physical context live in different systems. Answering one site question means finding and reconciling all of them by hand.

The agentic blueprint
TRIGGER
A digitization partner scans the facility and prepares the spatial source material.
MODEL
Site Twin recognizes equipment and connects approved registers, drawings, and records.
HUMAN GATE
A facility owner resolves uncertain objects and validates the source set.
ACTION
The team asks inspection questions and receives cited answers for human review.
What the pilot must measure
Equipment recognition and tag-link accuracy.
Citation coverage across the approved source records.
Unresolved items remain visible and routed to a person.
What production needs from you
A facility scan and equipment-register export.
Approved inspection, drawing, and compliance records.
A facility owner to verify unresolved equipment and sources.
Bring the fourth idea

Have a problem that looks like these? Let's pilot it.

A two-week scoped pilot on the same pattern: we map your highest-value blueprint, agree on the data path and deployment boundary, and you keep the findings either way.

Discuss a pilot →How delivery works