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

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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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

Nedim Husrefovic

VP, Product Strategy – Risk

Reveleer

Nedim is a seasoned leader in the healthcare industry, with hands-on experience applying human centered design and advanced analytics (AI) to innovate and deliver data-centric healthcare solutions.

Nedim's approach focuses on deeply understanding customer needs to improve patient outcomes, optimize healthcare delivery and enable captivating user experiences. His expertise spans the full healthcare lifecycle, with a deep understanding of the synergies between Risk Adjustment, Quality, and Value-Based Care for both Payers and Providers.

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