Strategy First: How AI Enters Regulated Medical Labs - Alexis Savkin

How do you bring AI into a medical lab when the regulatory landscape is still taking shape? With Alexis Savkin I talk about exactly that tension, and the answer turns out to be less about technology than about focus and strategy. We get into why starting with a very specific, measurable problem makes the regulatory side manageable, and how a single-page risk diagram convinced compliance stakeholders faster than any technical pitch. I keep coming back to his point that regulators are not enemies but partners trying to make things safer, and that the real mistake is trying to solve "AI" as one giant problem instead of one concrete thing at a time.