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AI implementation studio

We find the one workflow that pays. Then we build it.

Automations that make your team 3-4× more efficient. No theater. Measured in revenue, not activity.

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Everyone is automating everything.
Almost no one can point to the return.

So we find the one
workflow that pays.

013-4× more efficienton the work that drains your week
02Revenue, not activityproven before we build a thing
03Your team, freedback on the decisions only they can make
Find your critical workflow

Everyone is integrating AI. Almost no one can point to the return it created.

We start from the other end. Before we build anything, we find where your team loses the most time to routine work, then prove, with a real proof of value rather than a promise, that automation can give that time back. Your people get back to the strategic decisions only they can make. If the return isn't there, you'll hear it from us first.

Revenue first. Build second.

+$0K ARR

recovered from operational debt

3-4×

faster on routine, repeatable work

Strategic time

given back to your senior team

Revenue-first

systems, built to scale

How we work

We prove the return before you commit to the build.

01
Diagnose
We learn how your business actually runs, and where revenue leaks into manual work.
02
Target
We pinpoint the one or two workflows where automation returns the most, fastest.
03
Prove it
Before any full build, we validate with a proof of value. If it doesn't move the number, we stop here.
04
Build & scale
We ship the working system into your stack, train your team, then extend what works into the next.
What we do

Three steps. One outcome.

Crit → Build → Ops
Step one
The Crit
2 weeks · fixed fee
A critical read of your operations. We diagnose, find where AI pays, prove the value, and hand you a 90-day roadmap.
The Crit
Step two
The Build
6-10 weeks
We build and deploy the system into your stack, and train your team to run it without us. Working software, not a prototype.
The Build
Ongoing
Crit Ops
monthly retainer
Your AI function, handled. New automations, ongoing optimization, and a quarterly review with your leadership.
Crit Ops

Built for operations-heavy teams.

We work with businesses that share one expensive problem: senior, hard-to-hire people doing manual work.

01 Architecture, engineering & constructionDrawings, takeoff, and reporting that eat your senior team's week. Explore 02 B2B SaaS marketingResearch, enrichment, and reporting that should run itself. Explore 03 Business owners & operatorsAny business where skilled people are stuck on repetitive work. Explore
Selected work

Depth, not breadth.

Full-cycle products, built on Claude. Two we can show here, more under NDA.

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Xtimo AI: a phone resting on architectural drawings in warm light Read case
01
Xtimo AI
Full cycle · Product · Construction
Read
Revuyx: a laptop on a warm paper surface in soft daylight Read case
02
Revuyx
Full cycle · Product · Analytics
Read
A minimal studio flat-lay of devices and tools on warm paper More work
03
More builds, on request
Selected work · Under NDA
View all work

We'll tell you where AI won't help.

We don't ship demos that impress in a meeting and rot in production. We build systems that hold up, on the workflows that earn their keep. When something isn't worth automating, you'll hear it from us first. That is what you get working with operators instead of a sales team.

Find your critical workflow

Start where the risk is lowest.

A Crit is two weeks and a fixed fee. You leave with a roadmap and a number, whatever we find.

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