The Doctor Will See You Now: Priyadarshi Mohapatra and CureBay's Rural Healthcare Model
How a tech executive's Skype ID moment became the founding idea behind a primary healthcare network for 100 crore Indians who never had one.
In coastal Odisha, a nurse holds a digital stethoscope to a patient’s chest. A retired government doctor appears on a screen from his living room in Bhubaneswar. The consultation costs ₹100. The patient has never seen a specialist before. This is not a pilot. It is Tuesday.
India’s healthcare infrastructure has a design problem hiding inside a geography problem. While 70% of the population lives in rural areas, close to 65% of healthcare infrastructure is concentrated in cities. The government’s five-tier system was built to bridge this, but it runs without enough doctors, because, as Priyadarshi Mohapatra explains plainly, market forces are more powerful than policy mandates.
Only 1% of people get through government college PG seats. The rest take on huge debt through private institutions. When a doctor is reeling under a debt trap, how do you expect them to extend empathy to others?
This structural diagnosis is what Priyadarshi built CureBay around. But the spark was more personal. During the COVID-19 lockdown, Priyadarshi, formerly Country General Manager at Microsoft and a Google Cloud executive, needed a teleconsultation for his wife. The private hospital asked for his Skype ID.
I used to head Microsoft’s consumer business. Skype was a product of mine. Who is using Skype in today’s day and age?
He started working on his thesis the next day. CureBay was founded in 2021.
Check out the video of the conversation here or read on for insights.
The model, and the product nobody believed
CureBay operates 200+ eClinics across Odisha, Chhattisgarh, and Jharkhand, each running on a monthly opex of ₹35,000 to ₹55,000, covering rent and the salaries of two certified healthcare workers, a nurse-phlebotomist and a pharmacist. The patient experience is deliberately designed to feel like an urban polyclinic: vitals first, clinical note, then a doctor, who is remote 80% of the time. A digital stethoscope connects the nurse’s hands with the doctor’s eyes and ears on an integrated platform. Prescriptions are digital. Diagnostics follow a Pareto logic: a point-of-care machine handles the 20% of tests that cover 70% of rural requirements. For the rest, blood is drawn, centrifuged on-site, cold-chained to partner labs, and the report arrives on WhatsApp.
Above this sits a network of 1,500+ Swasthya Mitras, retired teachers and NGO workers who carry a gig app into village households, booking consultations and running AI-powered screenings before anyone walks into a clinic. For tertiary referrals, a CureBay concierge accompanies the patient to a partner hospital and handles the admission paperwork, solving the problem that causes most rural patients to give up after a first wasted trip.
Then there is Kavach. For ₹499, members receive unlimited GP consultations, limited specialist consults, ₹1,000 in Cure Coins redeemable against medicines and diagnostics, ₹500 per day hospitalization cash cover, and access to an interest-free emergency loan. Priyadarshi’s answer to the “this can’t work” question is the most revealing thing he says in the entire interview.
This is designed on the same principles as insurance. You take an assumption of utilization, build in checks so there is no misuse, and price it so you’re still in the money. A consultation is free, but you still need a doctor’s prescription to get the medicine. That’s the right thing in healthcare anyway.
The hospitalization cover is backed by a partner insurer. The interest-free emergency loan is subsidized using hospital referral fees. But the real insight Priyadarshi makes is simpler: the product only works because the clinic already exists. Insurance companies have more capital but cannot fulfill a rural healthcare promise at a patient’s doorstep. CureBay can.
110,000+
Active Kavach members
60%+
Kavach renewal rate (first cohort)
₹128.4 Cr
ARR, late 2024
18-20 mo
Clinic breakeven
First operational circles in Balasore and Puri (Odisha) are already profitable at the cluster level.
The business case, and what the money signals
CureBay has raised approximately $37 million across five rounds. The Series B in May 2025, $21 million led by Bertelsmann India Investments with British International Investment (a UK sovereign fund) and Elevar Equity, puts the post-raise valuation at roughly $75 million. There is no unicorn status to announce. What matters more is what the investor profile signals: a sovereign fund and a global institutional investor do not back rural India plays out of charity. They back them when the unit economics hold.
Priyadarshi’s answer when asked about the pitch is worth quoting directly.
There is no two different kinds of pitch. Rural India is a billion-people problem. We are solving it commercially. You need non-trivial money to solve non-trivial problems, and to get that money, you have to show people they will make money.
CureBay’s 1.4 million patient profiles, collected through 200 clinics staffed by trained workers rather than scraped synthetically, have also produced a second asset that Priyadarshi did not set out to build. Six to seven AI models trained on real clinical data, a dermatology screening tool, a dental screening app deployed through Swasthya Mitras who do not even know they are running an AI product, and a fully integrated care platform that simply did not exist before CureBay had to build one for itself. Inbound conversations are now happening around licensing that platform to other physical networks.
You should see some of my Swasthya Mitras. They don’t know it’s an AI product. They think they’re just taking images and uploading. It’s AI giving their neighbor a report instantly.
Asked what stops a well-funded competitor from copying the model, Priyadarshi says he would welcome them and share every lesson he has learned. There are 100 CureBays required to solve this for a billion people. The model he has built in Odisha, Chhattisgarh, and Jharkhand is coming next to Bihar, Madhya Pradesh, Telangana, Andhra Pradesh, and eastern Uttar Pradesh. He will have scratched only the surface. The story of CureBay is, in that sense, not about one company. It is about whether India finally figures out how to move the doctor to the patient rather than the other way around. Priyadarshi’s bet is that a nurse, a screen, and a ₹499 membership card might be enough to start.
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