Case Study: Automating Patient Recall with Careline AI
- Yaopeng Zhou
- 5 days ago
- 2 min read
Client Profile
Clinic Type: Optometry Group Practice
Location: New York Metropolitan Area
Patient Base: 8,000 active patients
Challenge: Low recall response rate and missed annual eye exams due to manual reminder
processes.
Challenge
The clinic struggled to re-engage patients for annual exams. Staff used traditional recall
methods — sending emails, postcards, and occasional phone calls — but response rates
were below 15%. Many patients ignored emails or didn’t answer unknown numbers, resulting
in thousands of overdue exams and lost revenue opportunities. Manual outreach was
time-consuming and inconsistent across locations.
“We were losing track of patients simply because we didn’t have time to call everyone,” said
the Operations Manager.
Solution
Careline AI launched an automated, personalized voice recall campaign. Each patient
received a natural, conversational call that referenced their specific situation — whether it had
been 12 months since their last exam, a missed appointment, or expiring vision benefits.
Careline handled responses, scheduled appointments directly into the clinic’s OfficeMate
calendar, and sent follow-up reminders if no appointment was booked.
Results
After 90 days:
- 3,200 overdue patients contacted automatically
- 1,050 appointments booked — a 32% recall rate improvement
- $140,000 in incremental revenue generated
- Staff saved 60+ hours monthly on manual recalls
- 90% of patients reported the AI sounded natural and helpful
“It felt like Careline remembered every patient personally — something even our best staff
couldn’t keep up with,” said Dr. Nguyen, the practice owner.
Key Takeaway
By using Careline AI for intelligent, personalized recalls, the clinic transformed missed
opportunities into booked appointments, boosted revenue, and freed staff to focus on
in-person care.→ With Careline AI, every patient recall becomes a personal conversation — and a booked visit.


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