#iprism

A scalable Indian model integrating education, clinical care, and healthcare AI to advance regenerative integrative systems medicine and workforce readiness.

Building India’s Regenerative Healthcare Ecosystem: A Policy and Investment Perspective

Introduction: Health, Skills, and National Capability

For policymakers and institutional leaders, healthcare outcomes and workforce readiness are inseparable. Rising chronic disease burden combined with persistent skill gaps in healthcare and technology slows innovation, escalates costs, and limits national competitiveness.

Dr. Polisetty Ravishankar

Dr. Polisetty Ravishankar, with experience spanning surgery, translational research, and computational systems, I see a clear strategic opportunity: India can lead the future of regenerative integrative systems medicine by aligning education, clinical practice, and indigenous technology development.

The I-PRISM Integrated Ecosystem

The model integrates:

· Academic collaboration (IIT Hyderabad)

· Clinical translation (Novadigm Health)

· Technology platforms (Docture Poly with VPK-42)

Together, they form a future healthcare education and innovation framework.

Public Value and Policy Alignment

This ecosystem contributes to:

· Workforce upskilling

· Indigenous medical intellectual property

· Preventive and regenerative care models

· Long-term healthcare cost optimization

· Make-in-India healthcare technology

Investment Perspective

The platform supports:

· Education and certification programs

· Clinical service delivery

· Medical devices and AI platforms

· Research translation and licensing

This is a platform-based regenerative healthcare opportunity, not a single-product venture.

Conclusion

I-PRISM, Novadigm Health, and Docture Poly together represent a scalable blueprint for India’s leadership in regenerative medicine, integrative systems medicine, and healthcare innovation.

Docture Poly, powered by the VPK-42 algorithm, delivers next-generation health intelligence through regenerative systems medicine and advanced AI.

Docture Poly and VPK-42: Translational Intelligence for the Future of Healthcare

Introduction: Moving Beyond Generic Healthcare AI

Most contemporary healthcare technologies rely on surface-level metrics—heart rate trends, step counts, or generic predictive models. While useful, these tools lack deep physiological context and clinical interpretability.

             DR. RAVI SHANKAR POLISETTY

Dr. Polisetty Ravishankar, integrating medicine, data science, and algorithmic design, my work focused on a central challenge: translating validated systems-medicine knowledge into computationally meaningful and clinically relevant architectures.

What Is the VPK-42 Algorithm?

VPK-42 is a proprietary algorithmic framework that:

· Integrates multiple machine-learning methodologies

· Utilizes advanced feature engineering

· Employs deep CNN architectures with 42+ hidden layers

· Is derived from translational Ayurvedic research validated through experimentation

Unlike static classification models, VPK-42 encodes dynamic physiological intelligence, reflecting real-time regulatory states.

Docture Poly: A New Class of Health Intelligence Platform

Docture Poly functions as:

· A VPK-42 analyser

· A regenerative health-tracking system

· A physician decision-support platform

· A continuous physiological monitoring tool

It supports early trajectory detection, personalized guidance, and informed clinical decisions.

A Platform for Engineers, Doctors, and Researchers

Through I-PRISM:

· Engineers design healthcare AI, IoT, and embedded systems

· Doctors learn algorithm-assisted diagnostics

· Life scientists validate biological and physiological models

This represents modern regenerative science in action.

India’s Opportunity in Healthcare Technology

I-PRISM at IIT Hyderabad | Regenerative Integrative Systems Medicine Education in India

I-PRISM at IIT Hyderabad pioneers regenerative integrative systems medicine education, bridging medicine, engineering, AI, and life sciences to create future-ready healthcare innovators.

I-PRISM at IIT Hyderabad: Redefining Regenerative Integrative Systems Medicine Education

Introduction: India’s Skill Gap and the Need for a New Education Model India stands at a critical juncture in its education and workforce journey. Repeated industry assessments, including inputs from NASSCOM and leading technology employers, have consistently highlighted a significant employability and job-readiness gap, particularly among graduates from engineering, healthcare, and emerging technology streams. The concern is not the lack of degrees, but the lack of interdisciplinary, application-ready skills required to solve real-world problems.

 Dr. Polisetty Ravishankar

As Dr. Polisetty Ravishankar—a cardiac surgeon, technocrat (Python programmer), translational Ayurvedic researcher, and data scientist—I have spent more than three decades working across medicine, technology, and systems science. One conclusion has become unmistakably clear: the next generation of healthcare innovators cannot be produced through siloed education. Without structured exposure to medicine, systems biology, advanced data science, AI/ML, feature engineering, and real clinical translation, graduates remain academically qualified but innovation-unprepared.

India, however, has a unique and largely untapped advantage—an ancient systems-based medical science that inherently understands regulation, balance, and homeostasis. When this knowledge is carefully validated through experimental research and translated into rule-based scientific frameworks, it becomes a powerful foundation for modern regenerative medicine.

This realization led to the establishment of I-PRISM (Institute for Polyscientific Regenerative Integrative Systems Medicine), in academic collaboration with IIT Hyderabad, as a future-ready model for regenerative medicine education.

What Is Regenerative Integrative Systems Medicine?

Regenerative integrative systems medicine is a next-generation medical paradigm that focuses on:

· Systems biology and medicine

· Restoration of physiological homeostasis

· Regenerative and preventive healthcare

· Translational medical education

· Scientific integrative medicine

Rather than treating organs or symptoms in isolation, systems medicine education trains learners to understand disease as a dynamic, interconnected physiological process.

Why I-PRISM at IIT Hyderabad Is Distinct

I-PRISM functions as a polyscientific medicine institute, integrating:

· Academic rigor (IIT Hyderabad)

· Clinical translation (Novadigm Health)

· Advanced technology platforms (Docture Poly)

Core Educational Pillars

· Regenerative medicine courses

· Integrative systems medicine training programs

· Multidisciplinary medical education

· Interdisciplinary healthcare education

· Advanced medical science programs

Who Are These Programs Designed For?

Doctors & Medical Graduates

(MBBS, BAMS, BNYS, CAM, TCM, DO, MD)

Doctors are trained to become integrative regenerative medical practitioners, capable of managing chronic and end-stage diseases using systems-level approaches.

Engineers & Technologists

(BE/BTech – CSE, ECE, EEE, Mechanical)

Participants gain exposure to:

· Systems medicine courses for engineers

· Healthcare AI and ML

· Medical IoT and embedded systems

· Clinical decision-support architectures

Life Science Graduates

(Biotechnology, Biomedical, Life Sciences)

Training includes:

· Regenerative medicine research programs

· Integrative systems medicine research

· Translational healthcare innovation

Career Outcomes and Future Readiness

Graduates access future career opportunities in regenerative medicine, healthcare AI, clinical research, medical devices, and health-tech entrepreneurship.