Healthcare access in America is broken in ways most people don't see until they need it. Weeks-long waits for a primary care appointment. Hours spent driving to the nearest doctor. Insurance paperwork that leads nowhere. And for the roughly half of Americans living with a chronic condition, that friction repeats every time a prescription needs renewing.

Matt Pavelle has spent 25 years building startups, most of them focused on making people's lives better. His latest company, Doctronic - The First AI Doctor, Licensed to Practice Medicine. In January 2026, it became the first AI to receive state approval in the United States (specifically in Utah) to perform autonomous prescription renewals without a human doctor in the loop.

In this episode of Lead with AI, host Dr. Tamara Nall speaks with Matt about how Doctronic's clinical AI delivers four diagnoses and four treatment plans per consultation, why its 99.2% alignment rate with human physicians matters, and how a $4 AI prescription renewal in Utah could be the beginning of something that saves tens of thousands of lives a year.

 The AI doctor that's already seeing patients 

Doctronic is a clinical-grade AI that anyone in the world can use for free. It is anonymous by default, HIPAA compliant, and built on real medical knowledge rather than general-purpose language models. When a user has a conversation with the AI, it delivers four potential diagnoses, four corresponding treatment plans, and a note to take directly to a doctor.

The accuracy has been validated. Doctronic published the first paper of its kind showing that its AI is 99.2% aligned in treatment plans with actual human physicians. Matt explains that no other company has been able to publish that kind of result because no other company has both an AI and a full primary care practice under the same roof to test against.

That practice includes doctors licensed in all 50 states, available around the clock. A video visit costs $39. An asynchronous visit costs $9. Insurance is accepted.

And in the state of Utah, the bar has moved even further. Doctronic launched a pilot program where the AI alone, without a human doctor in the loop, can legally renew prescription medications for $4.

 The prescription gap nobody talks about 

The Utah pilot matters because it addresses a problem most people underestimate. Half of all Americans have a chronic condition. By definition, chronic conditions never end, and neither does the need for medication. Yet 150,000 Americans die every year because they do not take medications they already know they need. An estimated $100 billion per year is spent on the downstream consequences, and roughly 30% of that cost is attributed to friction in simply getting the prescription filled.

Matt describes his own experience with high cholesterol as an example. If you need a statin and cannot easily get a renewal, the situation gets worse. Not maybe. Definitely. For millions of people, the barrier is not willpower. It is logistics, cost, and a healthcare system that was not built for the way people actually live.

 The stories that make it real 

One email stuck with Matt. A patient told him it takes two hours to drive to her primary care doctor, and that the gas alone costs more than a Doctronic visit. Add in the weeks-long wait for an appointment, and basic healthcare becomes something she builds her life around rather than something that fits into it.

Then there is the retired Air Force officer in Colorado. She had a serious bone marrow disorder that went undiagnosed for more than a decade despite visits to top hospitals and specialists. The condition had killed both her grandmother and her mother in their late 40s. Active, healthy women who suddenly declined. It was happening to her, too. No one could explain it.

She entered her symptoms into Doctronic's AI. After enough conversation and data, the AI identified the disorder. Multiple specialists confirmed it was correct. For the first time in ten years, she had a name for what was happening and a way to protect the other women in her family. Matt said the peace of mind that came with simply knowing the diagnosis was one of the things she valued most.

 How it works under the hood 

What separates Doctronic from a Google search or a general-purpose chatbot is not just accuracy. It is architecture.

Behind every patient conversation, an agentic flow runs with dozens, sometimes hundreds, of AI agents working simultaneously. Some agents are tasked with gathering social history. Others focus on family history. A separate group works to assemble a complete medication list. Still others specialize in specific conditions, treatments, and drug interactions. At any given moment, multiple AIs may be debating each other behind the scenes to determine the best next question or the most likely diagnosis.

All of this is informed by a library of tens of thousands of clinical guidelines and medical documents, written specifically for the AIs by Doctronic's own physicians. The result is a system that is clinically grounded, does not hallucinate, and does not sell your data.

 Safety, privacy, and the case for oversight 

Matt's philosophy on ethics starts with safety. Doctronic is HIPAA compliant. It does not train on user data or sell it. The AI always encourages users to follow up with a human doctor. And in every state except Utah, the AI is explicitly not practicing medicine. It is providing clinically validated information to help patients have smarter, more productive conversations with their physicians.

When asked whether there should be government oversight of clinical AI, Matt did not hedge. He said yes, at least for healthcare. Doctronic is already in conversations with federal officials and is working to open up its internal accuracy tools so the broader industry can benchmark how safe and reliable various clinical AIs are.

 The future Matt is building 

In the near term, Matt wants to bring AI-powered prescription renewals to more states. The Utah pilot is proving that it can be done safely, and the need is urgent.

Looking further out, he sees a world where AI can safely write new prescriptions for conditions like sinus infections, UTIs, and allergies. Not because doctors are not needed, but because there will never be enough of them. Even tripling the number of primary care physicians overnight would not close the gap. AI can absorb the routine burden so that doctors focus on the work that actually demands their expertise.

 What you can do this week 

Doctronic is free and anonymous. Visit doctronic.ai or download the app in the App Store or Google Play. If you are in the U.S. and want to see a doctor, visits start at $9 and are available 24/7 across all 50 states. Insurance is accepted.

If you are curious about AI's role in healthcare, thinking about how to navigate a chronic condition more efficiently, or simply want to see what a clinical-grade AI consultation looks like, this episode will change how you think about access, accuracy, and what the healthcare system could become.

Want to learn more about Doctronic or try the AI yourself? Visit doctronic.ai, or connect with Matt Pavelle directly on LinkedIn or Twitter/X.

 Quick answers 

What is Doctronic AI?
Doctronic is a clinical-grade AI doctor that provides free, anonymous health consultations to anyone in the world. It delivers four potential diagnoses, four treatment plans, and a note to take to a doctor. It also operates a primary care practice with human doctors licensed in all 50 states, available 24/7.

Can Doctronic actually prescribe medication?
In the state of Utah, Doctronic's AI is legally authorized to renew prescription medications without a human doctor in the loop, at a cost of $4 per renewal. Outside of Utah, the AI provides diagnostic information and treatment plans, and human doctors handle prescriptions through the platform's primary care practice.

Is my data safe with Doctronic?
Yes. Doctronic is HIPAA compliant, does not train on user data, and does not sell it. The platform is anonymous by default.

How accurate is the AI?
Doctronic published the first paper of its kind showing 99.2% alignment in treatment plans between its AI and human physicians. This was validated through its own primary care practice, where AI consultations are followed by real doctor visits.

If you have ever waited weeks to see a doctor, paid too much for basic care, or wondered what clinical AI looks like when it actually works, this conversation will change how you think about healthcare access and what the system could become. Want to learn more about Doctronic or try the AI yourself? Visit doctronic.ai, or connect with Matt Pavelle directly on LinkedIn or Twitter/X.

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