AI agents at work in a clinical operations studio
Christian Péan MD, MS · Orthopedic trauma surgeon · CEO, RevelAi Health · Duke faculty

AI workflows that give clinicians their time back.

Surgeon-tested setups for notes, coding & prior auth, your inbox, the literature, presentations, and your first AI agent — whether you run ChatGPT, Claude, Codex, or NotebookLM. Install your first workflow tonight. No coding required.

3,700+ subscribers 40,000+ monthly readers Substack bestseller Built by a practicing surgeon
Start here · two clicks

What do you want off your plate?

Pick the task that eats your time, name the AI you can use, and leave with one working setup: the tool, three steps, a starter prompt, the privacy boundary, and how long it takes. Free, no email required.

The task
Question 1 of 2 — what should stop eating your evenings?
The tool
Question 2 of 2 — which AI can you actually use?
The workflows · start wherever you are

One ladder. Five rungs. No self-classification required.

Every rung is a complete, working setup taught free in the newsletter. Membership unlocks the installable skills, the labs, and the depth behind each one.

0
Rung 0 · Ambient, done right

Your documentation stops eating your evenings.

Ambient scribes are table stakes now — the skill is what happens after the draft. Cleanup prompts, note polish, and the op-note habits that make every downstream workflow possible.

1
Rung 1 · The literature machine

NotebookLM turns your reading pile into a private course.

Sources in, grounded answers out: audio overviews on your commute, a lifelong-learning notebook per topic, and a literature habit that fits in 20 minutes a week. The most-read setup ever published here.

2
Rung 2 · AI on your admin

Coding, prior auth, inbox, and better decks — handled.

The rung that pays for itself: op-note coding checks that catch documentation gaps, prior-auth letters drafted in minutes, an inbox that triages itself, and presentations built by AI that actually look like yours.

3
Rung 3 · Your agentic chief of staff

A daily briefing and agents that run your week.

The 6 AM dispatch: agents that read your calendar, meetings, and inbox overnight and hand you the day pre-digested. Built from the exact system that runs this publication and a company.

4
Rung 4 · The builder

Ship your own tools with Claude Code or Codex.

Every world, game, and engine on this site was built this way. For the clinicians who want to stop waiting on the roadmap and build the thing themselves.

The stack

The stack that runs this operation.

Claude, ChatGPT, NotebookLM, Codex — every tool taught here is one I run daily on a real practice, a real company, and this publication. Pick your lane; the workflows meet you there.

The Techy Surgeon stack: Claude, ChatGPT, NotebookLM, Notion, Granola and Wispr Flow wired into one agentic workflow

“Love your mix of technical understanding with clinical and business expertise. Very helpful in building the next generation of applications.”

Jean-Paul Runge · health-tech builder · paid member

“Love the tech play by an orthopedic surgeon. Brilliant.”

Steve Schutzer, MD · orthopedic surgeon · paid member

“Informative and useful insights for a health data CEO.”

Denny Brennan · health data CEO · paid member

“Your posts are super helpful and practical.”

Scott Walchek · paid member
One membership · transparent pricing

Give away the insight. Charge for the implementation.

The essays and setups stay free. Members get the working assets behind them — the things that save you time this week.

Membership · best value
$180 / year on Substack
  • The full installable skills shelf — 18 skills and growing, every update included
  • Member essays + Play-the-Issue interactive editions
  • The labs: guided setups, rung by rung
  • Policy calculators, operator kits & the playbook shelf
Become a member →
Skills à la carte
$79 / batch · $250 All-Access
  • Seven batches: clinical, knowledge, creative, research, marketing, video, carousel & reel
  • One-time purchase, instant unlock, checkout by Stripe
  • Yours for good — updates come with membership
Shop the skills →

Membership at $180/yr includes the whole shelf plus everything else — that's the point.

Preview the clubhouse → Already a member? Sign in →
Which AI tools does this cover?

The workflows are job-first and tool-neutral: most run in ChatGPT, Claude, NotebookLM, Codex, or Gemini. Each setup names the tool that does the job best today, with alternatives when the tools change.

I'm not technical. Can I actually do this?

Yes. Most setups take 15–25 minutes, require no coding, and are written for working clinicians. The Builder rung exists for people who want to go further.

What does membership cost?

$180 per year on Substack. That includes the full skills shelf, every update, member essays, the interactive editions, labs, and the policy toolkit.

Can I buy skills without subscribing?

Yes — batches are $79 each and the All-Access Pass is $250, one-time by Stripe with instant unlock. Membership includes the whole shelf for $180/yr, which is why most people choose it.

Is patient data safe in these workflows?

Every workflow ships with a privacy boundary: no PHI in consumer AI tools. Setups use de-identified inputs or your health system's covered enterprise instance, and the safety checklist is part of each installable skill.

The flagship course · first cohort

AI Ops — your agentic chief of staff, built live.

Claude Cowork end to end: the learning loops that stick, the automations that survive contact with a real week, and by the final session an agentic chief of staff running your operations. Built from the exact system that runs mine. Subscribers hear first and get first seats.

No spam, no card — a seat in line and first word when doors open.

The second lane · policy intelligence

Run a health system? The models are arriving faster than the field can read them.

CMS payment models decoded within days of the rule dropping — the operator's read, not the press release's. The full live board, map, and engines live on the radar.

Live · Jul 2026

ACCESS

All-payer coverage of evidence-based services · 10-year model

The MSK track is live. The question is no longer whether to participate — it's whether your referral network is ready.

The 12-part decode →
Mandatory · Jul 2026

TEAM

Episode accountability · 700+ hospitals, no opt-out

Five surgical episodes, mandatory participation, real downside risk. Most affected hospitals still haven't priced their post-acute leak.

The operator playbook →
Final rule · Jul 31, 2026

CJR-X

Joint replacement, nationwide & mandatory · starts Jan 1, 2028

Finalized July 31: essentially every IPPS hospital becomes accountable for hip, knee, and ankle episodes. The preparation window is open now.

The live radar →
Christian Péan at the writing desk
The person behind it

Written from inside the system.

I'm an orthopedic trauma surgeon, CEO and co-founder of RevelAi Health, and faculty at Duke's School of Medicine and the Margolis Institute for Health Policy. Everything taught here runs my actual week — the practice, the company, and this publication run on the same stack you're learning.

Want this thinking inside your organization? The Studio takes all comers — workflow builds, media, advisory, keynotes. One conversation starts it.

— Christian

The newsletter

One working setup at a time.

Essays and workflows that respect your time and your intelligence. Free to read; membership opens the clubhouse at $180/yr.

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