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Blueprints · Pilot → Productionapture labs · pilot to production

Ideas we are currently moving from pilot to production.

We don't have a shelf of white papers. We have three operator problems we took into the field, the agentic applications we built to remove them, and what those pilots proved inside customer walls. Here is the thinking, and the evidence. Bring yours and we will run the same play.

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 proved
The draft landed before the morning call, every morning.
Engineers now review in minutes instead of writing for an hour.
Zero bytes of well data left the operator's network.
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
Gauger 13B 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 proved
Every pad got watched every morning, automatically.
Declines surfaced days before the field tour found them.
Detection held at the edge through satellite dropouts.
What production needs from you
SCADA / historian tag access.
12+ months of production history.
Your freeze-off and failure log.
Blueprint 03 · Facilities

Thirty years of judgment, retained.

The problem

A lead facilities operator retires with thirty years of turnaround judgment that exists nowhere but in his head. This is not a talent problem. It is a knowledge infrastructure problem.

The agentic blueprint
TRIGGER
Signal observes his real work across a turnaround season.
MODEL
What he checks, in what order, and what he escalates becomes a set of reusable skills.
HUMAN GATE
He reviews and approves each captured skill before it can run.
ACTION
His sequence runs as approved automations on every shift, long after he's gone.
What the pilot proved
The judgment was captured before the retirement date.
His sequencing is preserved as skills the team reuses today.
The routine runs every shift now, gated by a human.
What production needs from you
The operator's time across a turnaround.
Access to the systems he works in.
A shift lead to approve the skills.
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, prove it on your data inside your walls, and you keep the findings either way. No shelf-ware, no data leaving the lease.

Discuss a pilot →How delivery works