For Clinicians & Healthcare Operators

Every AI pilot dies the same way a home exercise program does. Nobody built the habit.

I'm a practicing orthopedic and sports PT who builds and deploys digital recovery technology inside real orthopedic care. I write and teach on what actually makes AI stick in a clinic, not what makes it demo well in a sales pitch.

The PT Workforce Capacity Risk Index tool with North Carolina selected, scored Critical at 69.7 out of 100

01 / What’s here

What's here for you

Five distinct things, not one blended feed. Read what applies, skip what doesn't.

Two lists, on purpose. Plan of Care is the writing, free every week on Substack. The clinician list is everything else: teaching releases, early access, and first word when the community opens. Join either. Join both.

Free, live now

Plan of Care

Know what actually changed in MSK care this week.

My weekly Substack on MSK care, recovery, and the operational reality of delivering it. Written for clinicians and healthcare executives who want the floor-level truth.

Read on Substack
Free, recurring

What Just Shipped

Find out if a new AI release matters to your clinic, in plain English.

A running series, not a one-time guide: when Anthropic, OpenAI, or Cursor release something new, I tell you honestly whether it changes anything for your clinic, and what to check this week if it does.

Read the latest
In development

AI for Orthopedic PT

Deploy AI in documentation, scheduling, and patient comms without guessing.

The evergreen playbook: documentation, scheduling, patient communication, compliance, revenue cycle. Practical teaching on deploying AI in outpatient MSK care, built from real deployment, not demos.

Get early access when it ships
Future

Community & Courses

Build alongside clinicians doing the same work.

A place for clinicians building the next version of this profession: courses, cohorts, and a community that trades in what works. Opens when the interest list says it should.

Tell me to build it
Free tool, live now

PT Workforce Capacity Risk Index

See whether your market is about to run short of PTs.

A public-data index scoring every state on projected PT capacity strain, built from BLS, CAPTE, and Census data. Not a vendor pitch. Check your market.

Check your state

From the clinic floor

None of this is theory.

Every workflow I teach here is one I've already run inside real clinical operations.

01

Waiting isn't neutral. It's a choice with a cost.

I ran a 14-clinic region before this. I watched good clinicians treat “we’ll deal with AI once it’s proven” as the safe move. It wasn’t safe. It was slower, and slow compounds against you, not for you.

02

The early movers own the workflow advantage.

Somewhere in your market, a clinic is already running the documentation shortcut, the scheduling logic, the patient communication layer, quietly, while the rest of the room is still debating whether any of this is real. By the time it’s obviously real, the early movers own the workflow advantage. The clinics that waited buy it back later, at a premium, from a vendor who’s never touched a patient.

03

What actually changes your Monday at the clinic.

That’s the gap I’m writing and building in. Not hype, not a keynote demo. What actually changes your Monday at the clinic, and what’s still six months from mattering.

02 / Straight answers

Straight answers, before you ask

The questions I’d ask if I were you.

Is this just AI hype dressed up for PT?

No. I’m not selling a platform or a keynote. I’m a working orthopedic PT building digital recovery technology, documenting in public what actually works when you deploy this stuff inside real clinical operations, and saying so plainly when something doesn’t.

Are you going to tell me to put patient data into ChatGPT?

No. Compliance and patient data get the caution they deserve. Nothing here asks you to gamble your license for a shortcut. What’s actually safe to automate (scheduling, documentation drafts, patient communication) is a different list than what requires a hard line, and I keep those two lists separate on purpose.

I’m not technical. Is this over my head?

No CS degree required. If you can run a clinic schedule, you can run what I teach here. Plain language, real workflows, nothing you need an IT department to translate.

Why you, and not a big EMR vendor or a course from someone who’s never run a clinic?

Because I’m actually doing it, not theorizing about it. I ran full P&L across 14 clinics before this. Now I build and deploy digital recovery programs inside real orthopedic care. What I teach comes from the floor, not the sales deck.

The clinician list

Get on the clinician list.

The clinics moving now aren't smarter. They started sooner. You'll hear it from someone still on the floor.

One list, low volume: new writing, teaching releases, and first access when the community opens. Your inbox is not a growth channel. I treat it that way.

Free. Low volume. Unsubscribe in one click.