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

You can usually tell pretty quickly whether a founder understands how hospitals actually get paid. Ask what happens to a hospital's margin the first time it uses your device. If the answer starts with the price of the device, they're probably missing the bigger picture. If it starts with the Medicare DRG, they've at least done the work. Most haven't. That distinction matters because the economics of a new technology are not determined by what the hospital pays you. They're de

The Expectation Engine That Determines Whether You Scale or Spend 18 Months Putting Out Fires Your investors are not impatient. They're doing math. That's the whole finale. Founders love to frame a demanding board as emotional, short-sighted, or "not getting it." Usually they're none of those things. They're looking at a return that lives or dies on time, and your commercialization timeline is the variable making their spreadsheet sweat. This is Step 12, the final step of the