AIMed26 Orlando Special Event: The Conversations That Mattered, From the People Who Buy, Build, and Fund It

Most "AI in healthcare" events are competitive buzzword bingo. Somebody says "transform." Somebody says "journey." Somebody says "democratize" without appearing to know what it means. Everyone claps. Nothing ships.

AIMed26's special event at the GuideWell Innovation Center in Lake Nona was the rare exception, and here's why. The room wasn't just vendors selling to other vendors who also have something to sell. It had the people who actually sign the checks, approve the pilots, and then get stuck using whatever the rest of us build. Innovation chiefs. A payer and provider reverse pitch. A robotic surgeon. Tavistock Group. Venture money. And a few founders quietly sweating their first sale.

Four hours. One afternoon. Here's what each type of person actually said, with the conference-speak surgically removed.

The physician who builds the AI: stop selling GPS, start selling seatbelts

Dr. Anthony Chang, pediatric cardiologist and founder of AIMed, opened with the line I stole for the rest of the day. AI in medicine has gone from luxury GPS, optional and a little showy, to seatbelt, the thing you're negligent for skipping. His supporting stat did the arguing for him: medical knowledge now doubles every 40 to 70 days. No human is reading that fast. Not even the guy who tells you he is at parties.

Then he turned to the founders and said the quiet part out loud. Stop selling point solutions. Hospitals are exhausted from buying a different gadget for every problem, and they are done. They want platforms. And whatever you build has to pull off two things at once: cut risk and save money. Do only one and you don't have a product. You have a hobby with a pitch deck.

Here's where I'd gently push back on the good doctor. Platforms are great, but reaching for one too early is how a startup ends up mediocre at nine things instead of exceptional at one. My bias runs the other way. Pick one thing, make it undeniably good, then buy your way into platform breadth through partnerships instead of bloating your own roadmap. Co-development, co-marketing, licensing, joint ventures, the occasional acquisition. That's how you become a platform without pretending you built one overnight.

Which, conveniently, is a thing I do. Let me be your Sima Taparia from Mumbai and find the company that actually fits yours. And no, this is not shoving two startups with matching slide decks into a room and hoping chemistry happens. Good pairings are engineered, not vibed. Done right, one plus one quietly turns into three.

He also named the new buyer that nobody's org chart had five years ago: the Chief AI Officer. If you sell into hospitals and you don't know who that is yet, you're already behind the competitor who does.

The health-system innovators: it's not the AI, it's the plumbing

Enrico Marcellino, who runs strategic innovation at AdventHealth, David Metcalf of UCF, and Kunal Patel from Orange County spent their time doing the least glamorous and most useful thing at any tech event: describing reality.

Reality goes like this. The data is trapped in silos. Epic and Oracle Cerner own the medical record and are about as motivated to make your integration easy as the DMV is to see you again. And the clinicians are drowning. One number landed hard: roughly 230 Epic updates every three months. So your beautiful AI tool isn't gliding into a calm, grateful workflow. It's parachuting onto people who are already buried and would very much like everyone to stop "improving" their software for five minutes.

Lake Nona was the shinier half of the story. A 17 square mile living lab with its own fiber grid, self-driving shuttles, and a 5G test bed, anchored by the VA, Nemours, and a new AdventHealth facility on the way. Gorgeous sandbox. Still has to connect to the same messy world as everyone else eventually.

The reverse pitch: the buyers handed out the answer key

The best hour of the day flipped the usual ritual on its head. Instead of founders pitching buyers, the buyers and funders pitched us on exactly what they want. Yvette Robine of the Global Healthcare Leaders Foundation, Sabrina Martinez of Plug and Play Ventures, Kunal Patel from Orange County, and Rasesh Thakkar, Senior Managing Director at Tavistock, each put a different idea on the table.

If you're a founder, this was the part worth the parking. Each panelist basically described a company they wish someone would go build:

• Precision oncology and Tech-bio. The sequencing-and-targeting wave is where the serious money wants to live right now.

• Member engagement tools for payers. Insurers want their members to actually do the healthy thing, and they will happily pay whoever makes that happen.

• Process-improvement tools that measurably cut readmissions. Not "wellness." Readmissions. The line item that comes with an actual dollar figure attached.

• Anything that de-risks and saves money in the same motion, with proof. Vibes do not clear procurement.

One more line from the clinical side that founders should tattoo somewhere visible: AI should be validated by humans, not by other AI. Trust and medical-legal safety do not survive letting the robots grade each other's homework.

The consultant's takeaway

Which is my entire job, and where these conversations tend to trail off toward the snack table.

Clearance, a slick model, a DOD grant. Those are milestones, not businesses. Nobody on stage fully answered the question I kept overhearing in the hallway, usually in a slightly panicked voice. Great, now how do I get my first sale? Who exactly is my ideal customer? How do I scale this across the US without setting my runway on fire?

The technology conversation in Orlando was excellent. The commercialization conversation, as always, is the one still waiting to happen.

That's the one I'm here for. If you were in the room and want to keep it going, my door's open and my coffee's cheap.

All told, Central Florida is quietly turning into a real healthcare innovation hub, and I plan to be one of the people who helps make it loud.