
As physicians, payers and independent reviewers all adopt AI for utilization review and No Surprises Act disputes, audit trails and human oversight will determine which practices come out ahead.

Madhu Reddiboina is the founder and CEO of RediMinds, a health tech firm specializing in AI-assisted contested medical review.