Carbon Health, a tech-enabled primary and urgent care chain with 125+ clinics across 13 states, built its AI healthcare intake and documentation strategy on a single structural advantage: it owns its own electronic health record (EHR).

Spring Health, a mental health benefits unicorn valued at $3.3 billion, runs one of the largest real-world examples of conversational, data-driven mental health screening at scale, and its model is a useful blueprint for anyone thinking about ai healthcare intake.

UnitedHealth Group, the largest US health insurer, and its Optum health-services arm are building a conversational, AI-first member experience anchored by Avery, a generative-AI companion UnitedHealthcare launched in March 2026.