Much health technology struggles not because the engineering is weak, but because the product misreads clinical reality. That gap between a promising idea and daily dermatology practice is exactly where Dr. Lipton wants to contribute.

A board-certified, practicing dermatologist, she is actively building an advisory practice serving health AI startups, device manufacturers, and life science companies. What she brings is the substance of clinical work itself: firsthand knowledge of how dermatologists evaluate patients, make treatment decisions, and move through diagnostic workflows — and a habit of asking whether the evidence supports the claim.

She is eager to engage across the questions that shape a product’s clinical future: whether the unmet need is real, which use cases make clinical sense, how a study should be designed to answer the questions physicians will ask, and how a team can present its science credibly to providers, investors, and partners.

She will tell companies what she sees, including when the answer is inconvenient. That is the point of having a clinician in the room.