Human-centered AI transformation
We run AI transformations people first, then data, then process, so the capability stays in the business after we leave.
We run the PDP Framework to get your team executing at a higher level and generating greater returns. We specialize where we’ve lived: the private equity world.
The PDP Framework
People are not the heaviest of three inputs. They are the mechanism. Find the champions and upskill them, put real data in their hands, and the process changes as a consequence, because the people who run it can finally see a better version.
Each layer is what makes the next one possible. Read the full framework.
We teach your team. We do not drop a system on you.
The difference between hiring us and hiring a technology firm is what exists inside your company on the last day. A vendor leaves you software you depend on and cannot change. We leave you people who can build the next one without us.
Your people do the work
Every engagement runs through your own subject-matter experts, on your own systems, against your own data. They finish able to scope and originate AI work themselves, and when they get stuck, we’re there to help.
You own what gets built
Code, prompts, evaluation sets, and documentation are yours in writing from the start. No license, no dependency, and nothing for the next owner of the business to inherit and discount.
It keeps compounding
A delivered system starts decaying the day it ships. A team that understands the system keeps extending it, into the next process and the one after. That gap is most of the value.
We have run these businesses ourselves: CEO, CRO, and operating partner seats inside lower-middle-market portfolios. That is why we know what a management team will absorb in a quarter. It is the reason we can do this well. It is not the reason to buy it.
Systems we designed, built, and shipped
We built these ourselves. The numbers are the ones the businesses ran on.
An AI product line for a company that had none
No AI products, no roadmap. Within a year, AI extensions were upsold onto accounts representing over a third of total client revenue.
A twelve-person marketing team, rebuilt around AI
Twelve people across LinkedIn, email, blog, SEO, and outreach became 2.5 FTE, at roughly $33 a month in model spend.
Taking hallucination risk out of legal filings
A stoplight triage process that keeps a lawyer as the final decision-maker while cutting the volume they have to re-read.
Build an app on your Mac, then connect it
A free four-lesson course with Claude or Codex. Set up your Mac, build a small notes app, connect it to our server, then prove who it is with a key. The same way we teach every team: business requirements first, then the build.
Portfolio adoption, not portfolio pilots
We train the champions inside your portfolio companies to originate and run their own AI work: one program, repeated company by company, scored on the same instrument so the fund can see which businesses are genuinely moving.
Let’s find out where your people, data, and process actually stand
No pitch deck. A conversation about who in your company is already pulling AI toward them, what they can reach today, and what changes once they can move.