How we work
Lean teams. Senior judgment. No headcount theater.
We are deliberately built to be different from the IT services vendors most leaders have spent their careers managing. Where the typical model scales by deploying bodies and growing the headcount line, ours scales by deploying judgment. The engagement structures, the talent model, and the commercial defaults all follow from that.
The process, in three moves
01
Understand the client need.
Before anything else, a real conversation. What is the actual problem, who is asking the question, and what does success look like for the people who have to live with the result? Half of what arrives as an "AI strategy" engagement turns out to be a governance question, an operating-model question, or a hiring question wearing a different jacket. Diagnosing that early is part of the job.
Book a consultation →02
Bring a lean team of the right shape.
Sometimes that is one senior partner. Sometimes it is a small mixed team: fractional CIO/CTO leadership paired with one or two current AI engineers. The shape is decided by the problem, not by a staffing template. We will tell you when you do not need more people than you have already retained, and we will tell you when one of our senior advisors is wrong for the question and you should look elsewhere.
03
Customize the engagement model.
The combination of highly strategic and hands-on means a single contract template would be a disservice to most clients. We design the engagement around the question: retainer, R&D sprints, embedded program leadership, time-boxed workshops, or whatever else fits.
The people you actually engage
Fractional IT leadership
Our senior bench is drawn from people who have actually run the work: CIOs and CTOs of enterprises, founders of their own platforms, technology operators who have lived inside regulated industries and felt the weight of the trade-offs. They are not career consultants. They show up to engagements with operator instincts intact.
Current AI engineers
The hands-on layer is current AI engineers: practitioners who are up to date on the things that are moving every quarter, including prompting technique, agentic-centric development cycles (ACDC), spec-driven development, AI security, evaluation methodology, and tooling fluency across the frontier models. Currency matters in this space far more than it does in classical software engineering, and our engagement model is designed to keep it.
Engagement structures we use
Thought-leadership retainer
A senior partner on retainer for ongoing advisory: board prep, architecture review, hiring decisions, executive briefings, strategy refresh. Typically a day or two a month over a multi-quarter horizon. The right fit when the leadership team wants a sparring partner more than a delivery team.
R&D sprints
A small, time-boxed program to push a specific concept forward. Two to four sprints, each ending in a working artifact: a meta-prompt library, a prototype agent, an evaluation harness, a governance pattern, a portfolio profile of a target estate. Suited to organizations that learn by building.
Embedded program leadership
Deeper involvement for time-bound initiatives: an AI-SDLC rollout, a governance remediation, a portfolio intelligence buildout, a stalled modernization that needs senior recovery. Typically three to nine months, with the explicit aim of handing the work to internal leadership at the end.
Targeted assessments and workshops
Defined scope, defined deliverable: an AI-readiness assessment, an engineering hiring-loop redesign, an executive workshop, a review of an in-flight effort that has stalled.
How we are different from a body shop
The default vendor model in IT services is structurally biased toward making engagements bigger, longer, and more people-heavy than they need to be. Ours is biased the other way. We will recommend the smaller engagement over the larger one. We will recommend a few sprints over a year-long program when a few sprints will do. We will recommend you not hire us when we are not the right firm for the question. That is the form of trust that lets the work compound across multiple engagements over multiple years, which has been the actual pattern with most of our clients.
To discuss what shape an engagement might take, get in touch.