The Problem

Agentic AI researchers need a conversational “Patient-in-the-loop” to verify their research hypotheses.

Medical research today is slow, expensive, and disconnected from patients:

• $600 billion lost annually due to lack of patient behavior insights.

• 75% of patients want more personalized healthcare.

• 74% of patients are willing to share their data if it improves healthcare.

However, researchers (and now AI agents) need ways to access real-world patient data safely, consentfully, and at scale — something traditional health systems are ill-equipped to support.