6 min read
AI referral follows-up convert more specialty appointments
Referral follow-up breaks down when ownership is unclear, information is incomplete, and patient outreach is slow. This article explains how AI referral workflows can help specialty groups convert more referred patients into scheduled appointments without adding more manual tracking.
Justin Spitz
May 11, 2026