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Advisory, speaking, and advocacy on AI in primary care

From the exam room to the policy floor

Most digital health is built without the patients who need it most. I work across the clinic, industry, and policy to change that.

A board-certified family physician, researcher, and peer reviewer in clinical informatics, bringing frontline clinical judgment to how AI gets built and used.

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Dr. Gigi Magan, healthcare AI speaker and clinical AI advisor
01

How can Dr. Magan help
my health system adopt AI?

Fractional clinical AI advisor

I advise health systems, startups, community health centers, and FQHCs, along with the technology teams building for them, on how AI shows up in primary care. Grounded in research and life on the front lines, I evaluate whether a tool actually works in a real visit, show teams where it helps and where it falls short, especially for the patients most often left out, and pressure-test clinical safety and documentation quality. Think of it as a clinical AI advisor on the schedule your project needs, senior clinical judgment without the overhead of a full-time hire.

My own multi-site study of ambient AI scribes across four family medicine residencies won the 2025 AFMRD and NAPCRG national award for family medicine resident scholarship.

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02

What does
Dr. Magan speak about?

Bilingual healthcare AI speaker

AI in primary care and digital health equity, delivered as talks, panels, and CME presentations. Practical and evidence-based, never hype. Available in English or Spanish, virtual or in person. Recent and upcoming stages include the California Telehealth Resource Center Annual Summit, UC Riverside School of Medicine, a UCSF family medicine colloquium, Latinas in Health, and the HLTH Conference. See a recent talk in full, and inquire for rates through the contact form.

Signature talks

What Your AI Scribe Won't Tell You Lessons from a multi-site study of ambient AI scribes across four residencies, and what these tools really do to documentation, burnout, and the visit itself.
When Your Patient Brings AI to the Visit Patients now arrive with a chatbot's answer already in hand. How clinicians can meet that moment with trust instead of friction.
AI Literacy for Clinicians The judgment every clinician needs to use AI safely and well, without the hype and without the fear.
The Digital Divide Is a Care Divide Why the future of AI in medicine depends on the patients it most often overlooks, and how to build so no one is left behind.
From the Exam Room to the Policy Floor A practicing clinician's view on the rules being written now, from AI deepfakes and patient trust to keeping a human in the loop, and why the clinician voice belongs in the room.
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03

Where does Dr. Magan
carry the clinician voice?

Advocacy and leadership

I serve in elected leadership in organized medicine. I have been on the board of the Sonoma Mendocino Lake County Medical Association for four years, currently as President-Elect, and I represent District X in the California Medical Association House of Delegates. I also advise the California Telehealth Resource Center on telehealth for safety-net and underserved settings. Across these roles, I carry the clinician and patient voice into the rooms where health technology gets decided.

FAQ

Common questions

What does a clinical AI advisor do?

Dr. Gigi Magan helps health systems, startups, and community clinics evaluate and adopt AI in primary care safely and equitably, drawing on clinical practice and her own research.

Who does Dr. Gigi Magan work with?

Health systems, digital health startups, community health centers and FQHCs, and residency programs adopting AI in primary care.

What does Dr. Gigi Magan speak about?

AI in primary care and digital health equity, delivered as talks, panels, and CME presentations.

Dr. Gigi Magan, healthcare AI speaker, presenting her research at a conference
Dr. Gigi Magan with her research poster
Dr. Gigi Magan with colleagues at a conference
Dr. Gigi Magan with colleagues at the California Medical Association
Work with Dr. Magan

Let's build better
healthcare together

For consulting, speaking, or collaboration, I'd love to hear from you.

Get in touch