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AI ENGINEERING STUDIO

AI that moves your numbers.

Production systems measured against the numbers you already track — for companies whose ceiling is how much attention their people have, not how much demand exists.

Where this bites

The work grows faster than the people

Three shapes we keep being called in for. Each one below has already been built and is running.

Coverage is accidentalThe same accounts get worked twice while whole regions are never touched — and nobody can say which is which.
The document is the recordA transposed digit is invisible on the page. It becomes visible at a border, days later, with the shipment held.
“Other” is the biggest categoryThe taxonomy stopped matching the market months ago, and every number built on top of it is quietly wrong.
How engagements run

We build it, or your team does

Either way you own the result — the source, the runbooks, and people who can extend it.

We build the solution

From defining the goal to running it in production — the whole arc, or any single piece of it.

Scope and value agreed up front, moved only by agreement
Built into your stack, evaluated and production-hardened
Measured against the KPIs we set at the start
What we typically build
  • LLM products: copilots, assistants, search & retrieval
  • Autonomous agents and multi-step workflow automation
  • Domain-specific models tuned on your data and tasks
  • Decision systems, classifiers, scoring & forecasting
What you get at the end

A working system, the source, evaluation harnesses to keep checking it, runbooks for the team running it, and a written report against the KPIs we set at the start.

We help you do it yourselves

A long-term partnership for adopting AI across the company — the technology, the people and the processes around it.

Where it creates value, and where it plainly does not
Introducing AI without losing the room
In-house playbooks for building and operating it
Who it is for

Leadership and ops teams building capability that stays after we leave, rather than chasing demos.

How it runs

Weekly working sessions with the people making the decisions and doing the work, plus async support between. We embed where it matters, then step back as your team takes over.

What this is not

Not an audit, not a deck of recommendations, not a retainer where nothing happens between calls.

01
Discover

The problem, the data, and what success is worth — agreed before anything gets built.

02
Advance

Small steps, each shipping something usable on its own, so direction stays in your hands.

03
Engineer

Hardened, integrated where the work actually happens, and tuned to run fast and cheap.

04
Hand over

Measured against the KPIs we set, documented, and handed to the people who will run it.

Workshops

Or just get your team sharper

Focused paid sessions, tailored to your industry and stack.

Executive session
Built around the decisions on your desk
AI thinking & opportunity spotting
For leaders who have to steer it
Top-down routine optimization
For the work that absorbs the week
Hands-on: n8n & simple agents
For the people who will build it
All workshops, formats and pricing →

Have a problem worth solving?

Tell us what is not working. The first conversation is free — an honest read and a clear next step, whether or not we work together.

Book a call →
BOOK DIRECTLY

Pick a time that works

Skip the back-and-forth. Grab a free intro slot on the calendar — we will come prepared.

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