How we work
Everything here was learned scaling healthcare operations with technology.
Not in a consulting practice. Why the work is time-boxed, why your own lead does the building, why we never sum an ROI number.
The definition
What AI transformation actually means.
The phrase gets used to mean everything, so here is exactly what we mean by it. Three steps, in order.
One
Find the workflows that have to change.
AI is already in your building, inside the EHR and the Microsoft or Google licence you pay for. Some of your workflows were designed before any of that existed. Those are the ones worth opening.
Two
Redesign them, automate what AI can carry, rewrite the SOP, and train the people who run it.
Some steps disappear. Some get handed to an AI agent that drafts the letter, triages the in-basket or summarizes the visit. What is left is a shorter workflow that a person still owns. And a workflow is not changed until the written procedure behind it changes and the people doing the work have run the new version themselves.
Three
Hold the practice accountable to the new SOP.
This is the step that gets skipped. A workflow nobody owns goes back to the old way inside a month, and the software gets blamed for it.
Why time-boxed
A half day asks you to judge a result. Six months asks you to trust a promise.
Traditional consulting opens with a discovery project. Weeks of interviews, a report, and a set of recommendations that turn out to be what your own people said in the first week, sold back to you as insight.
We do discovery too. Thirty minutes of it, after the problem is agreed, scoped to that problem and nothing else. One problem at a time. The engagement is where the real learning happens, and you are not paying us to do it.
Long engagements also fail in healthcare for a reason that has nothing to do with AI. The practice cannot stop seeing patients while the work happens, and the value arrives long after the invoice does. So the work gets deprioritized, then paused, then quietly ended.
We time-box everything. Half a day, one day, four weeks. Each has a defined end and something working at that end.
Before we leave we agree the measure that decides whether it worked. Thirty days later we check it with you and put the result in writing, with the return calculated on your own numbers. You are never asked to take the result on faith.
If the first engagement does not earn the next one, there is no next one. That is the arrangement, and we prefer it.
Why your lead builds it
Your own lead does the building, not us.
On a Build Day the keyboard belongs to your department lead. We map, coach and correct. We do not take over.
A workflow built by an outside consultant works until it breaks. Then it needs the consultant again. A workflow built by the person who runs the department gets fixed by that person the day something changes, because they know why every step is there. They chose it.
The deliverable is not the automation. It is the person who can now build the next one without calling anybody.
When there is nobody to hand the keyboard to
Sometimes the right answer is that we build it.
The person who would own it is already at capacity. Or the work is genuinely beyond a coached day: payer logic, an integration between systems, something that has to be engineered rather than configured.
That is what AI Turnkey is for. We design it, build it, test it and hand it over. What does not change is who owns it afterwards. You get a plain-English procedure for every workflow, your team trained on the finished system, and a guide a new hire can learn from.
The build can be ours. The capability still has to end up yours.
How we count ROI
We give you the ROI in three numbers, never one.
Every engagement ends with the return calculated on your own volumes, your own roles and your own costs. Not an industry average, and not a range from a brochure.
Then every number is labeled for what it actually is.
| Cash | Revenue you can bank. |
| Time | Capacity you free up. Real only if you convert it into visits or lower labor cost. |
| Cost avoidance | Real only under a risk contract. |
Most vendors add all three together and call the total ROI. That number is not so much wrong as unusable. You cannot take it to a lender, a partner meeting or a budget conversation.
There are three ways an AI business case inflates itself, and we name all three before you have to ask. One-off risk avoidance is not annual revenue. Two workflows that recover the same dollar do not recover it twice. And only cash banks now.
We never sum them. A number you can defend is worth more than a number that impresses.
Why operators
Everyone here came out of healthcare operations.
Multi-site clinic management, payer and provider programs, EHR strategy with Epic, Oracle-Cerner and Athenahealth, and in one case a functional medicine clinic built and run from scratch.
It shows up in small ways. We know what Monday morning looks like at the front desk. We know the biller has a workaround, and that the workaround is usually right. We know which steps are clinical judgment and should never be automated at all.
You should not have to explain your own operation to the person you hired to improve it.
Why we start small
We do not walk in as your strategic advisor.
We know the market. We track where AI is going in healthcare, what the vendors are shipping and what practices like yours are trying. That much we can bring on day one.
What we cannot know on day one is how your practice actually runs. Where the work piles up. Which rules are real and which are habit. What your team will adopt and what they will quietly refuse.
So the first engagement is not advice. It is how we earn the standing to give any. We work inside one of your workflows, deliver something that holds, and learn your operation from the inside while we do it.
Once we can hold your reality and the outside picture in the same frame, the strategic conversation is worth having. Not before.
What we refuse
Four things we will not do.
- We will not put patient data into a tool during training. Sessions run on synthetic or de-identified data.
- We will not tell you what software to buy. We work with what your practice has already sanctioned. If you ask us for a recommendation, it will only ever be something that can operate under a Business Associate Agreement.
- We will not build something only we can maintain.
- We will not sum your ROI into a single number.
Every one of these costs us something. A faster sale, a bigger invoice, a client who could not leave if they wanted to. That is the point of writing them down.
Start with half a day.
The Starter Workshop is the smallest version of all of this. One workflow, live, on your own data, with a number you can check.
Book a call