AI practices · Software consulting · Custom development
We help companies turn AI from a slide deck into working practice: the workflows your team runs every day, and the software that runs them. Strategy, enablement, and code, from the same people.
For operators
Owners and executives who want AI working in the business, not just discussed in the boardroom.
For engineering leaders
CTOs and VPs who need their teams using AI tooling well, without lowering the quality bar.
For product teams
Teams with a product to build and not enough hands to build it the right way.
What we do
Most firms either advise or build. We do both, because advice that nobody can implement is just a document.
We find the work in your company that AI should be doing, then build the workflows, guardrails, and habits that make it stick after we leave.
Coding agents, review pipelines, evals, and conventions. We help your engineers adopt AI tooling that speeds them up without eroding the codebase.
Internal tools, integrations, data pipelines, and the glue between systems you already pay for. Built to be maintained, not just demoed.
Web and mobile products from the first sketch to launch, built by people who have shipped before and know where the bodies are buried.
Our view
Most companies do not have an AI problem. They have a workflow problem that AI happens to be very good at.
The gains come from looking closely at how work actually moves through a company, picking the few places where a model changes the economics, and building something your team will still be using a year from now. That is slower than a demo and far more valuable.
How we work
Small, measured steps beat a twelve-month transformation program every time. Each phase ends with something you can keep.
Phase 01
We sit with your team, map the real workflows, and rank where AI or better software pays off fastest. You get a written plan whether or not you hire us for the next step.
Phase 02
One or two workflows, built and run with the people who own them. Baselines measured first, so the results mean something.
Phase 03
What worked gets hardened, documented, and handed to your team. What did not gets dropped without ceremony.
Engagements
Every engagement is scoped so you can stop at the end of it and still be better off.
Fixed scope · Written plan
A fixed-scope look at your operations and engineering practice, ending in a ranked plan of where AI pays off and what it will take.
Start with an auditFixed scope · Measured result
We design, build, and run one AI-powered workflow with your team, measure the difference, and hand over the playbook.
Scope a pilotOngoing · Monthly
A standing seat on your team for strategy, engineering, and AI enablement. For companies that want a partner, not a project.
Talk about a retainerPrinciples
If it cannot run on a Tuesday with your team, it does not count.
Every pilot starts with a baseline so the result is a number, not a feeling.
We design for your privacy and vendor posture first, then pick the model.
The goal is a team that no longer needs us, and a written record of why things are the way they are.
Contact
A short working session, no pitch deck. We will tell you plainly whether we can help and what we would do first.