For Indian clinics where reception is on a billing call when JustDial pings
Patient lead management for clinics in India: without another receptionist
JustDial, Google Maps and Practo enquiries qualified on WhatsApp, slots booked from your live calendar. NMC compliant, 14-day build.
Systems we build and run in production
- Outbound Engine
- Content Engine
- AI Scoring
- Sending Infra
- Design System
- SEO Reports
Why half your JustDial spend dies in reception's voicemail
- 100xmore likely to convert a patient lead if responded to within five minutes versus the typical multi-hour gap most clinic receptionists run during peak OPD hours
How we wire a clinic in 14 working days
- 01
Capture every enquiry source into one inbox
JustDial leads, Google Business Profile messages, Practo enquiries, Lybrate referrals, missed calls on the clinic number and WhatsApp DMs all land in one routed inbox, auto-tagged by service (consult / lab / scan / follow-up / new patient).
- 02
AI qualifies on WhatsApp, books on your live calendar
The AI asks symptom category without offering any diagnosis, preferred slot window, location preference (if the clinic runs multiple branches), insurance or cashless status and whether this is a new or returning patient, then offers two slots from your live HealthPlix, MocDoc or Practo Ray calendar. The receptionist confirms with one tap and the appointment lands in the EMR with the conversation history attached. No phone tag, no overbooked Saturday mornings, no double-booking.
- 03
Reminders, results delivery, post-consult nudges
Two-step appointment reminder at 24 hours and 2 hours with one-tap reschedule, prescription PDF delivery via WhatsApp once the doctor signs off in the EMR, lab-result alert when results are uploaded by your CrelioHealth or LabSoft LIS with a doctor's one-line interpretation note, and a gentle post-consult nudge at day-three for review and a calendar-tied next-follow-up reminder at six weeks or three months based on the doctor's note. Every message is a DCI-compliant utility template: no outcome claims, no comparative language.
What a clinic Growth Engine actually does between OPD hours
Six workloads we build for single-doctor practices, multi-specialty clinics and small hospital chains. The common thread is the receptionist bottleneck: the typical clinic leaks enquiries because reception is on a billing call when JustDial pings, and that message sits unanswered for four to seven hours. The Growth Engine absorbs first-touch load with DCI-compliant intake, books the slot from your live calendar, and hands reception a confirmed appointment to approve with one tap. Same staff, same software stack, far more throughput.
JustDial and Practo lead auto-qualification
Every JustDial buyer enquiry and Practo profile message is acknowledged in under 60 seconds, qualified for service type and slot preference, and dropped into the receptionist queue with the recommended slot already picked.
See the AI lead qualification agent in actionNo-show reduction with two-touch reminders
Twenty-four-hour and two-hour WhatsApp reminders with one-tap reschedule. Cancelled slots release back to the live calendar automatically.
Calculate your missed-lead and no-show costLab-result and prescription delivery on WhatsApp
Once your lab uploads to LabSoft / CrelioHealth / your hospital LIS, the result PDF auto-drops in the patient's WhatsApp thread with a one-line interpretation note from the doctor. No reception phone tag, no patient calling for results.
See B2B services document workflow automationPost-consultation follow-up and next-visit nudge
Three-day post-consult check-in, six-week or three-month follow-up nudge based on the doctor's note, and seasonal preventive-care reminders (annual full-body, diabetes review), all utility templates, no marketing approval needed.
See AI automation for Indian service businessesReceptionist co-pilot, not replacement
The AI handles repetitive intake and slot offers; your receptionist confirms, handles edge cases and runs the front desk. The front desk keeps the same headcount while the engine absorbs the repetitive load.
See the n8n automation playbook for clinicsPer-channel patient acquisition dashboard
Cost per new patient by JustDial, Practo, Google, Meta and referral. Doctor-utilisation by day and slot. Revenue per new patient over six months. Operational data your practice manager actually needs.
Compare CRM, WhatsApp and email follow-up data
Capability showcase — how we do this work · Customer Communication & Missed-Call Recovery
AI Voice & Chat Agents: How We Build a Receptionist That Never Misses a Call
“Every agent we ship follows the gates we use internally: AI handles the first response, scores the lead 0–100, and a human approves anything that goes out under your name.”Read the full case study
What is slow WhatsApp follow-up costing your clinic?
Plug in monthly JustDial and Practo enquiries plus average patient lifetime value. The calculator returns rupee leakage and benchmarks you against Indian clinics of similar size.
Book a call to use it now
We're polishing the public release. Until then, we'll walk you through the calculation on a 20-min call and email you the result.
Book a 20-min callFrequently asked questions
Is this compliant with NMC and DCI advertising guidelines for Indian doctors?
Yes. The Growth Engine is configured for inbound enquiry response only: no cold outbound, no diagnostic claims, no outcome promises, no comparative language with other doctors. Every template is reviewed against the NMC Code of Ethics 2002 (as amended) and the DCI advertising guidelines. The audit deliverable includes a compliance memo for your practice manager, and we explicitly disable any template that could be read as solicitation.How is patient data protected on WhatsApp under the Digital Personal Data Protection Act 2023?
WhatsApp Business API uses end-to-end encryption in transit, and we deploy on a Meta-certified BSP (WATI, Interakt, AiSensy or Gallabox depending on your scale), all of which are GDPR and DPDP-Act 2023-aligned. We collect explicit opt-in at first message, store the minimum patient metadata needed for routing (name, mobile, service category, preferred slot), retain conversation history only for the period needed for clinical continuity, and the LLM intake runs on a zero-retention contract via Vertex AI. Sensitive clinical detail is never sent to a third-party LLM, and the consent log is exportable for DPDP audit on demand.Does it integrate with Practo, Lybrate, Bajaj Finserv Health and our hospital LIS?
Yes. Practo profile messages and Practo Ray appointments sync via webhook. Lybrate, Bajaj Finserv Health and DocsApp integrate via Zapier or Make.com depending on your plan. Hospital LIS (CrelioHealth, LabSoft, custom) integrate via REST API or HL7 for lab-result delivery. EMR integration with HealthPlix, MocDoc and Cliniify is shipped as standard.How does the system actually reduce no-shows?
It attacks no-shows three ways: a two-touch WhatsApp reminder at 24 hours and 2 hours before the slot with one-tap reschedule, AI intake that asks about realistic slot preference rather than just offering the next free slot, and a gentle confirmation request 48 hours out that lets the patient self-cancel without guilt. Cancelled slots are released back to the live calendar and recaptured by next-slot enquiries. We set the target range for your specialty during the audit call.
Adjacent Growth Engine playbooks for Indian practices
Service-business intake patterns and tools that pair with a clinic Growth Engine. Many clinics also run an adjacent diagnostic centre, wellness brand or aesthetic practice, and these playbooks let one investment work across the medical-services ecosystem and unify the patient-journey dashboard across business lines.
- B2B services growth engine for Indian firms
- AI lead qualification agent for inbound enquiries
- Missed-lead and no-show cost calculator
- AI workflow automation for service businesses
- Chennai AI lead automation for OMR clinics
- Hyderabad AI lead automation near Hitec City
- Pune AI lead automation for Baner practices
- Kolkata AI lead automation for Salt Lake clinics
- Chandigarh and Mohali AI lead automation for clinics
- See the Growth Engine end-to-end
The services behind this build
Each part of the system we build for doctors and clinics is a service in its own right. These pages cover scope, price and timeline for each.
Sixty percent of your JustDial spend dies in next-morning callbacks. Close the leak in 14 days.
Twenty minutes on a call. The NMC and DCI compliance memo lands in your inbox either way. You walk out knowing where new-patient enquiries are leaking, which Practo or HealthPlix integration pays back fastest, and which engagement tier fits the practice. Bring last month's JustDial and Practo numbers; we will pre-load the calculator before the call.