Hims & Hers CTO on Clinical AI: The Moat is the Care Loop, Not the LLM

HealthcareAIGuy · x · 2026-08-13

A deep dive into how healthcare platform Hims & Hers builds clinical AI. CTO Mo Elshenawy shares practical engineering protocols, including treating medical protocols as code and implementing staged rollouts.

He emphasizes the use of neurosymbolic AI within their systems, arguing that the true competitive moat for a medical AI product lies in the comprehensive "care loop," rather than just the underlying large language models.

Related event: Hims & Hers CTO Reveals Clinical AI Moat is Care Loop, Not LLM(2 posts)→

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