Keeping clinical judgement at the center of AI in value-based care

1:00 - 1:45 pm ET / 10:00 - 10:45 am PT

AI now reviews charts, flags care gaps, documents visits, and captures diagnoses on both sides of the payer-provider relationship. Every health plan and provider must now decide which of those decisions belong to a clinician. Dr. Jean-Luc Neptune, Reveleer’s new Chief Medical Officer, has brought new technology into clinical work for more than 20 years, first as a physician and then as a founder and an investor.

Reveleer CEO Jay Ackerman talks with Dr. Neptune about a career that spans internal medicine, company building, digital health investing, and clinic operations, the conditions AI needs to work inside a clinical workflow, and the decisions that call for clinician or coder review. The conversation also takes up a central finding of the Reveleer 2026 State of Technology in Value-Based Care report. Every payer and provider organization surveyed uses AI, yet only 35% have a documented process to detect when it produces an incorrect output. Dr. Neptune offers a clinician’s read on where that review belongs and who should own it.
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Topics at a glance: 

• Dr. Neptune’s move from internal medicine into health care operations and investing
• Lessons from clinical practice, company building, and clinic operations on putting AI and health care technology into daily use
• The workflow details a clinician catches, and the conditions AI needs to work there
• The boundary between automated value-based care work and the decisions that need clinician or coder review
• What are companies getting right and not getting right with how AI is moving into the point of care
• Dr. Neptune’s reasons for joining Reveleer, the role of a clinical mind in the solutions Reveleer builds, and his view of value-based care in 2027