Personal Care Utility: India's UPI Moment for Health

Post Image
Personal Care Utility: India's UPI Moment for Health

UPI transformed payments by placing individuals at the center, with financial institutions

participating around them. It succeeded where institution-centric initiatives failed. India's health

system needs the same architectural shift.

India has invested significantly in healthcare infrastructure—ABDM, UHI, digital health records,

hospitals, and IT systems. Yet chronic disease rises and costs escalate. Current systems are

institution-centered and episodic, while health is formed continuously in everyday life. What's

missing is a person-centered layer operating where health is actually lived.

What is PCU?

Personal Care Utility is a national-scale, person-centered health infrastructure operating

continuously in everyday life. PCU places individuals at the center, with healthcare providers,

public health programs, and institutions participating around them.

PCU provides three core functions: (1) trusted information in individual context, (2) seamless

interactions with doctors, and (3) continuous guidance in everyday life connected to clinical

care. It is infrastructure—not a disease program or app—enabling any health initiative.

PCU complements ABDM and existing systems. ABDM provides provider connectivity and

health records. PCU adds the person-centered layer—enabling continuous engagement

between clinical encounters, with seamless connection to providers when needed.

Why PCU Will Succeed

PCU's architecture ensures individual data ownership with federated learning—models improve

without centralizing sensitive information. It functions as public utility infrastructure, enabling

product companies to build applications that enrich and benefit from this foundation. Trust

comes through privacy-preserving design and data sovereignty, while federated architecture

works across diverse populations and existing systems.

Next Step: GIFT City Pilot

The Diabetes Project 2026 in GIFT City provides immediate proof-of-concept, establishing

partnership models (MEITY, Gujarat Government, healthcare providers) and validating

architecture. Success enables phased national rollout—diabetes first, then maternal health,

mental health, aging, and prevention.

India built person-centered infrastructure when others focused on institutions—that

vision created UPI's success. PCU represents the same opportunity for health: reducing

late-stage disease costs while building sovereign health AI capabilities. This is India's

chance to lead global transformation of health infrastructure.

Continue reading

Indian AI Research Organisation
Gift City
Gujarat, India

IAIRO spans the full spectrum of AI innovation maturity, guided by one principle: building national capability through AI. Primary goals are: (a) create the highest talent needed for achieving sovereign AI (atmanirbhr) for India’s Strategic Autonomy, and (b) create a comprehensive ecosystem of AI researchers, engineers, innovators, investors,entrepreneurs-in-residence,  and resources to achieve rapid prototyping to global products, and advance India towards a product nation. Led by Prof. Amit Sheth, IAIRO’s founding members represent substantial reverse brain drain (e.g., faculty from top US universities with h-index 65-124; tech leaders/engineering professionals from top tech companies such as Apple, Google, and IBM Research, and successful entrepreneurs who have founded and grown many private and public companies. IAIRO’s high-profile board includes Ajai Chawdhary (Padma Bhushan, co-founder HCL, chairman - NQM) and Sharad Sharma (iSpirit Foundation/ProductNation, National Startup Advisory Council). IAIRO’s PPP model, sponsored by IndiaAI mission/MeitY, Gujarat DST, and the Indian Pharma Association (inaugural members, to be expanded substantially). IAIRO’s initial foundational AI themes include Enterprise AI and Embodied AI. It's applied and translational AI domains include pharmaceuticals, health, environment and sustainability, and education.

Indian AI Research Organisation
Gift City
Gujarat, India

IAIRO spans the full spectrum of AI innovation maturity, guided by one principle: building national capability through AI. Primary goals are: (a) create the highest talent needed for achieving sovereign AI (atmanirbhr) for India’s Strategic Autonomy, and (b) create a comprehensive ecosystem of AI researchers, engineers, innovators, investors,entrepreneurs-in-residence,  and resources to achieve rapid prototyping to global products, and advance India towards a product nation. Led by Prof. Amit Sheth, IAIRO’s founding members represent substantial reverse brain drain (e.g., faculty from top US universities with h-index 65-124; tech leaders/engineering professionals from top tech companies such as Apple, Google, and IBM Research, and successful entrepreneurs who have founded and grown many private and public companies. IAIRO’s high-profile board includes Ajai Chawdhary (Padma Bhushan, co-founder HCL, chairman - NQM) and Sharad Sharma (iSpirit Foundation/ProductNation, National Startup Advisory Council). IAIRO’s PPP model, sponsored by IndiaAI mission/MeitY, Gujarat DST, and the Indian Pharma Association (inaugural members, to be expanded substantially). IAIRO’s initial foundational AI themes include Enterprise AI and Embodied AI. It's applied and translational AI domains include pharmaceuticals, health, environment and sustainability, and education.

Indian AI Research Organisation
Gift City
Gujarat, India

IAIRO spans the full spectrum of AI innovation maturity, guided by one principle: building national capability through AI. Primary goals are: (a) create the highest talent needed for achieving sovereign AI (atmanirbhr) for India’s Strategic Autonomy, and (b) create a comprehensive ecosystem of AI researchers, engineers, innovators, investors,entrepreneurs-in-residence,  and resources to achieve rapid prototyping to global products, and advance India towards a product nation. Led by Prof. Amit Sheth, IAIRO’s founding members represent substantial reverse brain drain (e.g., faculty from top US universities with h-index 65-124; tech leaders/engineering professionals from top tech companies such as Apple, Google, and IBM Research, and successful entrepreneurs who have founded and grown many private and public companies. IAIRO’s high-profile board includes Ajai Chawdhary (Padma Bhushan, co-founder HCL, chairman - NQM) and Sharad Sharma (iSpirit Foundation/ProductNation, National Startup Advisory Council). IAIRO’s PPP model, sponsored by IndiaAI mission/MeitY, Gujarat DST, and the Indian Pharma Association (inaugural members, to be expanded substantially). IAIRO’s initial foundational AI themes include Enterprise AI and Embodied AI. It's applied and translational AI domains include pharmaceuticals, health, environment and sustainability, and education.