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Case Studies/HealthFirst Diagnostics
HealthcareGrowth planBengaluru, Karnataka

74% fewer no-shows.
₹1.2L recovered every month.

HealthFirst Diagnostics didn't need more patients. They just needed the ones who booked to actually show up.

Illustrative case study. Composite scenario based on aggregate product behaviour — names and figures illustrative.

8%

No-show rate (was 31%)

68%

Reduction in front desk calls

4.7★

Google rating (was 3.9)

₹1.2L

Revenue recovered/month

The challenge

Dr. Sneha Patel's diagnostic centre in Bengaluru was running at capacity — on paper. They were booking 120+ appointments per month, but 31% of patients never showed up, and no one was calling to reschedule the empty slots.

The front desk was spending 4 hours every day on confirmation calls, WhatsApp chases, and rescheduling. Patients who completed tests had no way to know when their reports were ready — they called in, adding to the load.

A missed appointment slot in diagnostics isn't just lost revenue — it's machine time, staff time, and reagent prep gone to waste. At ₹800–₹2,000 per slot, a 31% no-show rate was costing the centre ₹1–1.5 lakh every month.

The solution

🗓️

Appointment Booking Agent

Handles booking, reschedules, and cancellations via WhatsApp

24hr Reminder

Scheduled confirmation and prep instructions the day before

📍

2hr Reminder

Final nudge with directions and parking info

📋

Report Ready Notifier

WhatsApp message when test results are available

💬

Patient Follow-up

Post-visit check-in and review request (Day 3)

What happened, week by week

1

Week 1

Appointment Booking Agent activated. 34 new bookings processed instantly — every patient got an instant WhatsApp confirmation.

2

Week 2

Reminder sequence launched (24hr + 2hr before appointment). No-show rate dropped from 31% to 19% in the first full week.

3

Month 1

No-show rate: 12%. Front desk call volume down by 51%. Staff redirected to patient care instead of phone follow-up.

4

Month 3

No-show rate stabilised at 8%. Google Reviews rose to 4.7 stars. ₹1.2L/month recovered from previously missed slots.

We recovered ₹1.2 lakh a month just from fixing no-shows. The ROI was clear in week two. The front desk team finally has time to focus on patients instead of chasing confirmations.

SP

Dr. Sneha Patel

Medical Director · HealthFirst Diagnostics, Bengaluru

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Disclosure. Composite scenario based on aggregate product behaviour — names and figures illustrative.

The business name, person, photo, dates, deal sizes, and direct quotes in this case study are illustrative composites assembled from aggregate Niyog AI usage patterns across the segment described. They do not represent a single specific customer or endorsement. Real customer case studies will be published with full named attribution as our first ten paying clients agree to be quoted.

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