Example · Physician (primary care)
Primary care needs more doctors than it can train. AI changes who controls the hour after clinic.
30 of your 40 hours still need you
- 23 stay yours
- 7 faster with AI
- 10 tools could take
A typical week at the middle pace. Your plan uses your own tasks.
Should doctors worry about AI?
By our task-by-task count, 30 of a typical 40-hour week as a primary care physician still need a person. Tools could already take about 10 hours. Patients still need a doctor who signs, and in primary care that need is growing faster than the supply of doctors. The core of your week is the visit, the diagnosis and the prescription.
Read more
A licensed physician must answer for each one to a state board and, if it goes wrong, a court. Ambient scribes and inbox drafts are now ordinary tools in large health systems. They write drafts, but they do not answer for anything, and every version we found keeps you reviewing and signing.
What changes is who controls the hour after clinic. About 26% of your week is notes, forms, chart prep and quick lookups, and the inbox sits just below that line. The time those tools save can go back to you or to more visits on your schedule. That is a decision your employer makes unless you make it first. The plan makes you the physician who sets the terms for the tools at your clinic, puts a number on the inbox, and reads your contract before it renews.
The hard truth
More primary care is going to nurse practitioners.
NPs are likely to take more routine visits. That can move your role toward complex patients and leading the team.
Sources (2)
- BLS projects nurse practitioner jobs to grow 41% from 2025 to 2035, about 137,800 jobs. BLS Occupational Outlook Handbook, 2026-08
- HRSA still projects a shortage of 70,610 primary care physicians in 2038. HRSA Bureau of Health Workforce, 2025-12
What stays yours
Sorting out a patient with several problems in one visit
O*NET lists making diagnoses "when different illnesses occur together or in situations where the diagnosis may be obscure" as core internal medicine work. The Federation of State Medical Boards wrote in August 2026 that physicians "should remain accountable for harms caused by inappropriate reliance on AI."
The history and exam in the room
A scribe records what is said. It does not decide which question to ask next or notice the patient who winces when they stand.
Prescribing, including controlled substances
You answer for this under your state license and DEA registration. A model can suggest a dose, but it cannot hold the registration.
Bad news, goals of care and shared decisions
Consent needs a clinician who can answer questions and judge whether the patient understood.
Office procedures
No deployed robot places an IUD or does a punch biopsy in a clinic.
How should a primary care physician use AI?
Plan A is your best move inside the work you do now. Most sessions in the 13-week plan build toward it.
- A
Own the inbox and the scribe at your clinic
Why it fits
Why you. You use both tools every day and you know which drafts you trust. A medical director would rather the rules come from a working physician than a vendor.
The gap. You need your own before-and-after numbers, a written inbox protocol and a short draft check.
The trade-off. Champion roles are often paid as a few hours or not at all. And a tool you make work well becomes the reason for a bigger schedule. Get time and terms named in writing before you help measure the savings.
Other moves that fit
These are also good bets in this field. Read them if Plan A doesn't suit you.
Read your contract and pay plan as if AI were in them
Why it fits
Why you. If you are employed and paid partly on work RVUs, Medicare's units of physician work, your agreement will renew. The 2026 Medicare fee schedule raised the conversion factor 3.26% and applied a 2.5% efficiency adjustment to most services not billed by time, and many employers tie productivity pay to those values.
The gap. It takes one afternoon with the agreement, two questions to HR, and possibly a physician-contract attorney. Ask about their fee when you call.
The trade-off. It can feel adversarial with a group you like, and some terms will not move. Knowing them still changes what you plan.
Build a second lane in clinical AI work
Why it fits
Why you. AI labs and health AI companies pay clinicians to write hard questions and grade answers. Clinical informatics is also a board-certified subspecialty for physicians.
The gap. You need a small portfolio of graded answers, and a decision about whether informatics is worth a fellowship. Board eligibility now runs through a fellowship accredited by the ACGME, the body that accredits medical training.
The trade-off. Contract AI work is uneven and can end with a project. It also uses evenings you may want back. Keep it small unless it pulls you.
What's a plan B for physicians leaving clinical work?
Plan B is a job AI is creating that these skills already fit. One session a week in the plan trains you for it, so it is ready if your job shrinks or you want a change.
BPlan B, picked for this role
Expert AI trainer (contract)
Your clinical reasoning is what AI labs pay physicians to turn into hard questions and graded answers, and contract hours can fit around clinic.
Other options
AI evaluation specialist
Checking a scribe draft against what happened in the room is grading AI output against ground truth, and clinical eval teams need physicians to set the bar.
Domain AI red teamer
You know the unsafe dosing, missed red flags and false reassurance a health chatbot must never give, which is what clinical red teams look for.
In your own plan you can switch to any of the 47 roles.
The first two weeks
The first 2 of 13 weeks. Each week has two 25-minute sessions before your first patient or after your last, one 45-minute session on your admin half-day or a weekend, and one 40-minute Plan B session. During call weeks, keep only the 25-minute sessions. By week 13 you'll have a written inbox protocol, a one-page evidence sheet with before-and-after numbers, and your medical director's answer on protected time, in writing.
- Week 1: Measure your workload
What you do
- ARequest your EHR usage report. EHR means electronic health record, and Epic calls this report Signal.
- AGo through the tasks in this report and mark each one: hand over, keep or unsure.
- AList every AI tool your health system runs or is testing, and who owns each one.
- BTake the first half of Anthropic's AI Fluency course. Use only made-up patients in any example.
- Week 2: Learn the rules
What you do
- ARead the Federation of State Medical Boards statement on AI in clinical practice. Write three lines on what you answer for.
- AFind your health system's AI policy and the consent script for the AI scribe. Save both and note any gaps.
- ACheck your state's laws on AI disclosure and on AI in utilization review, the insurer's approval process. California's AB 3030 and SB 1120 are the models other states copy. Write one paragraph on what applies to you.
- BFinish AI Fluency and its final assessment.
Three courses from the plan
Checked 2026-10-15.
- Occupational Outlook Handbook: Physicians and SurgeonsBLS · Free
Yes, for the pay and outlook baseline.
- O*NET 29-1215.00 and 29-1216.00O*NET · Free
Optional. It has useful task wording for a CV or a job description.
- AI Fluency: Framework & FoundationsAnthropic Academy · Free
Yes, Weeks 1 and 2.
Risks beyond AI: moderateEmployer and pay-model risk
Physician demand looks secure. The terms of your job are a separate question. Most primary care physicians are now employed, and RVU targets, Medicare payment changes, noncompetes and health-system finances shape your workload and pay more than any model will. If your system is acquired or cuts for Medicaid reasons, that matters more than anything in the AI analysis.
Where this could be wrong
- The week is a blended family and internal medicine outpatient week. Hospitalists, academic physicians and physicians with large procedure loads weigh differently.
- Scribe and inbox savings could grow fast as tools improve. If time per note falls sharply, the conversion risk grows with it.
- Some primary pages could not be reopened on October 15, 2026, including the CMS fee schedule rule. The facts used come from checks on October 13 and September 22, 2026.
- The AAMC shortage projection is from March 2024 and assumes no AI productivity gain. A real gain would soften demand per physician, though not soon.
Also matched: primary care physician, family physician, family medicine doctor. Research checked 2026-10-15. Page updated .