Consultancies analyze.
They map your problems with real rigor, then hand you a deck and a recommendation. Execution is left to you.
Strategy that ends in a running system
We find what is costing you most, then build the system that fixes it.
Strategy and engineering in one firm. We diagnose the problem, build the AI that solves it, and hand it over. You own it outright.
- The problem found in your first hour
- A working system in weeks
- You own it outright, no recurring license
DECISION SYSTEMSUNIFIED DATA SYSTEMSAI AGENTSDEMAND FORECASTINGMARGIN RECOVERYOPERATIONS COPILOTSHUMAN IN THE LOOP
How this usually goes
Three familiar paths. Each stops short of a system you own.
Software companies productize.
They ship working tools built for their average customer. You rent access forever and adapt your business to their roadmap.
The best engineers embed elsewhere.
Elite teams will put engineers inside a business and build exactly what it needs. That model is real. It is also reserved for enterprises many times your size, priced for them, and the system it builds is never yours to keep.
We do both halves.
We bring that caliber of embedded engineering, sized for a business doing 5 to 30 million in revenue and set at a fixed price you agree to up front. We find the single problem worth the most to solve, build the AI system that solves it, and hand it over. The code, the data, the asset. Yours.
What we build
The full services pictureWhat "solved" looks like
In the field
Systems we built and handed over.
[01]
PE-backed skilled-nursing operator
The problem. Compliance gaps in MDS and PDPM documentation kept surfacing after submission, when they were expensive to fix.
What we built. A documentation system that reads each record and flags the gaps before anything is filed.
The result. Reviewers catch problems while they are still cheap to correct.
[02]
Public-sector data engagement
The problem. Divisions held data that could never be reconciled across the organization.
What we built. A unified data layer that makes every division answerable from one place.
The result. Leadership works from one version of the truth instead of five.
[03]
Research consultancy
The problem. Lead intelligence sat scattered across many sources and got sorted by hand.
What we built. A multi-agent system that pulls those sources together and classifies leads automatically.
The result. Analysts spend their hours on judgment, not collection.
The deal, in four wordsBuild it.
Build it.
You own it.
No seats. No recurring license. No platform to learn. We build the system, we hand you the keys, and we step back as far as you want.
- We hand it over documented and tested, not as a black box.
- Your team gets the walkthrough and the docs to run it without us.
- Support stays optional and never becomes a subscription you cannot leave.
Consulting, if that is all you need
Not ready to build? Start with the thinking.
Some engagements stay advisory. We map where AI creates real value in your operation, rank it by return, and hand you a plan you could take anywhere. Most clients ask us to build it. You do not have to.
How an engagement works
Our approach in fullUseful at every step, even the free one
- [01]
Working session
One hour, free
A free hour where we name the single question worth the most to answer in your business. You leave with at least one useful observation whether or not we ever talk again.
- [02]
Diagnostic
One to two weeks
A short fixed-fee engagement built around one output, the expected return. We quantify the problem, set a fixed price and a timeline, and put the return you can expect on paper before you commit to a build.
- [03]
Build
Three to eight weeks
Fixed price, fixed scope. You see working software early and often, not a reveal at the end.
- [04]
Handover and support
Yours from day one
You own the delivered system. Optional support keeps it healthy without ever becoming a subscription you resent.
Who does the work
Built by practitioners who ship production AI systems, with backgrounds in econometrics, investment banking, and management consulting.
We have shipped multi-agent systems, unified data platforms, and automation for organizations from research consultancies to PE-backed operators.
- [01]Econometrics
- [02]Investment banking
- [03]Management consulting
- [04]Production AI engineering
[ The first step ]
Bring us the question you can't answer.
The first hour is free, it is a working session rather than a sales call, and you will leave with something useful either way.