Direct primary care: the membership math, and the admin that eats it

Direct primary care makes a simple promise: a monthly fee, real access to your doctor, no surprise bills. The economics are simple too, on paper. A panel of a few hundred members at a modest monthly fee supports a practitioner and a small team without the insurance machinery that consumes so much of a traditional practice. The catch is in the word access.

Access is a communication problem

Members expect to reach the practice, get a same-day answer, and be seen quickly. In a small practice that expectation lands on the practitioner’s phone. Every text, portal message and refill request is a promise being kept or broken in real time, and the volume grows faster than the panel, because members who feel heard use the service more. That is a good problem, and it is still a problem.

Where the hours go

Before we changed anything at Genesis Health, we counted. A large share of the day went to messages that did not need a clinician at all: scheduling, forms, membership questions, directions, “did my labs come in?”. A second share went to messages that did need a clinician but arrived without context, so answering them meant opening the record, finding the last visit, checking the medication list, and only then replying. The visits themselves were a smaller part of the day than anyone expected.

The membership fee pays for the doctor’s attention. Every routine message a doctor answers is attention the members are paying for and not receiving.

What automates well

Onboarding: the welcome message, the agreement, the intake forms, the first visit booked and confirmed. Renewals: the reminder, the card update, the receipt. Routine questions, answered from the practice’s own knowledge base in its own voice. Check-ins after a visit, with anything clinical routed straight back to the practitioner. Recall: the annual physical that members genuinely forget. None of this is the visit. All of it used to interrupt the visit.

What does not

The conversation about the new symptom. The decision to change a dose. The five extra minutes with a member who is scared. These are the reason people join a DPC practice, and they are exactly what the automated work gives back time for. The rule we use is simple: the AI handles what it has been approved to handle, and anything clinical goes to a person with the context already attached.

The math, again

Run the numbers on hours, not just members. If a practitioner spends two hours a day on routine communication, that is the difference between a sustainable panel and burnout at the same fee. Take the routine work off the plate first, then grow the panel into the time you recovered. The order matters.