Episode 23 · Aug 9, 2026 · A Healthy Conversation
with Liam Sullivan
About this episode
Liam Sullivan grew up in central Maine, attended Maranacook High School, and traces his interest in technology to a scholarship that brought him to the PopTech conference in Camden, where he heard speakers including Lawrence Lessig on Creative Commons and musician Jonathan Coulton, who later wrote the theme song for the video game Portal. After graduating from Bentley University, Sullivan took a job at Microsoft in the Seattle area, working on cloud migration and enterprise support for large organizations during the rollout of the Azure platform and the Windows 8 design era. His return to Maine came after a displacement caused by Superstorm Sandy in 2012, and he landed in Portland, where he rented an apartment near the Victoria Mansion and began mapping the local startup scene. He found an early foothold through Liquid Wireless, a mobile company that had since been acquired, and began connecting with others who had similarly come back to build something in their home state.
Sullivan is one of the organizers of Maine Tech Week, a statewide event designed to bring together entrepreneurs, technologists, investors and professionals across industries, and he describes this year's theme as intersections. The conversation examines what the event offers beyond networking: panel tracks on food and technology, healthcare, manufacturing and deep tech, sessions on navigating startup failure, and programming aimed at getting early-stage companies in front of potential cofounders and customers. Co-hosts Dr. Lisa Belisle and Dr. Jeff Barkin press Sullivan on the challenge of talent retention in a state that is both the oldest and among the most rural in the country, and Sullivan responds by pointing to alumni networks, remote work, and organizations such as the Maine Technology Institute as underutilized connective tissue. He also describes Ateclo, a newer initiative working at the intersection of artificial intelligence and manufacturing operations, and notes its status as a partner of a federal defense research program.
The final part of the conversation turns to technology, health data and trust. Sullivan describes his project Blackrail, named for an endangered bird that navigates difficult terrain, as a lens for evaluating how AI tools handle sensitive information, particularly in healthcare settings. He and Barkin discuss the tension between AI's genuine clinical promise, including improved diagnostic accuracy, and serious concerns about data security in medical systems. Sullivan reflects on conversations with physicians and health-system professionals about the limits of large language models in high-stakes decisions, and about how blockchain technology, now largely embedded quietly in infrastructure rather than marketed as a headline feature, offers one framework for auditable data ownership. The co-hosts and Sullivan agree that the deeper challenge is not the technology itself but building the institutional trust and cross-disciplinary relationships, between clinicians, engineers and policymakers, that any durable solution will require.
Mentioned in this episode
More from Maine Tech Week
Also mentioned: Ateklo · Standard Magic
Also on Radio Maine: How Tech and Creativity Are Shaping Maine’s Future (Oct 5, 2025)
From this episode
“The health of a legislature and the wisdom of legislative decisions really rests on a diversity of opinions and experiences. So I see myself as one of many, one person who brings the things that I've learned from my patients, from my training and experiences, to the decisions that we make together.”
“I think the way I'm gathering is just because their lives have been different, their lives have become richer, deeper, more meaningful, and more contemplative. I feel like I've had a similar trajectory.”
“I guess I approach legislating and my conduct and manner in the legislature in the same way that I approach being a doctor. It's a tremendous and humbling privilege to be invited into somebody's life as a physician to help them, guide them, or to be an advisor as they're essentially the captain of their ship.”
“I feel like part of my responsibility is to be true to the evidence. Even when I sometimes have to tell friends that the evidence isn't there to support what you are suggesting. That has to happen too. And that's part of being committed to where the evidence is going.”
“I believe we fundamentally have the wrong approach to providing healthcare in this country. We are treating it like a commodity rather than a public good. Can you imagine if national security or local security, fire and police protection and so forth, were provided by your insurance policy that you got through your employer?”
“Primary care is the only specialty that has been shown over and over again to have a health benefit. For every primary care doctor that's in a catchment area of 100,000 people, the life expectancy of those people is associated to improve by about two months, almost 60 days. That's profound.”