The challenge
A pan-India telemedicine platform doing 24,000 monthly consults was losing patients between three steps: booking, consultation and pharmacy fulfilment. The booking flow on web and WhatsApp asked too many questions and patients dropped at 41%. Doctors finished consults but e-prescriptions were emailed in PDF — 42% of patients never opened them. Follow-up reviews at day 7 and day 14 only happened if a coordinator manually called.
How we deployed
- Replaced the web/WhatsApp booking form with a conversational AI concierge that books in under 2 minutes.
- Auto-matched patient symptom keywords to the right specialty and language preference.
- Pushed e-prescriptions to WhatsApp with a one-tap order button into the in-app pharmacy.
- Built a 14-day follow-up nurture: day 3 symptom check, day 7 review prompt, day 14 outcome capture.
- Routed any reported worsening or red-flag symptom back into a same-day priority consult queue.
- Logged every touchpoint into the patient record for the next consulting doctor.
What changed
- Consult-to-pharmacy-fulfilment rate climbed from 58% to 89% in 90 days.
- Average booking time fell from 14 minutes to 92 seconds.
- Follow-up consult rate lifted 147% versus the manual coordinator baseline.
- WhatsApp prescription open rate hit 94% versus 58% on email.
- Doctor utilisation improved as no-show rate on the second consult dropped sharply.
"We were diagnosing patients and then losing them at checkout. Closing the loop on WhatsApp turned the unit economics positive."
— Head of Product · Telemedicine platform