Hi Friends,

Even as I launch this today ( my 80th Birthday ), I realize that there is yet so much to say and do. There is just no time to look back, no time to wonder,"Will anyone read these pages?"

With regards,
Hemen Parekh
27 June 2013

Now as I approach my 90th birthday ( 27 June 2023 ) , I invite you to visit my Digital Avatar ( www.hemenparekh.ai ) – and continue chatting with me , even when I am no more here physically

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Thursday, 2 July 2026

From CEF - the Seed - to QR code - the plant

 


BEYOND THE QR CODE

Why India Needs a Central Election Fund

Akhilesh Yadav's Initiative is a Welcome Beginning. The Next Reform Must Belong to the Nation.

Hemen Parekh
AI Advisor | Electoral Reform Advocate
3 July 2026


Executive Summary

On his birthday, Samajwadi Party President Akhilesh Yadav introduced a simple QR code inviting citizens to contribute a minimum of ₹20 to his party.

At first glance, it appeared to be a modest fundraising initiative.

In reality, it may prove to be one of the most important political signals of recent years.

For decades, political funding in India has remained trapped between opaque cash donations, corporate influence, anonymous electoral bonds and public distrust. By inviting ordinary citizens to contribute digitally, Akhilesh Yadav has demonstrated something that many political observers overlooked:

Citizens are willing to fund democracy—provided the process is transparent.

That deserves appreciation.

However, it also exposes a larger truth.

India does not need 500 different political parties collecting donations through 500 different QR codes.

India needs one transparent national political funding architecture that treats every recognised political party fairly while eliminating the possibility of quid pro quo.

Nearly nine years ago, I proposed precisely such a framework—the Central Election Fund (CEF).

The idea is remarkably simple.

Instead of citizens and companies donating directly to political parties, every contribution flows into a Central Election Fund administered by the Election Commission of India. The Election Commission publishes every donation in real time, distributes funds through a transparent formula, and requires complete public disclosure of expenditure.

The result is a funding system that is transparent, equitable and substantially insulated from political influence.

Akhilesh Yadav's QR code has opened an important national conversation.

The next step is to transform that conversation into systemic electoral reform.


A Political Innovation That Deserves Appreciation

Political debate in India often begins with criticism.

This article begins with appreciation.

Akhilesh Yadav deserves genuine credit for introducing a digital crowdfunding mechanism that seeks financial support directly from ordinary citizens rather than depending entirely upon large institutional donors.

That is a healthy democratic instinct.

His "PDA Swabhiman Sahyog" initiative sends three important messages.

First, it recognises that political funding should increasingly come from citizens rather than a handful of influential contributors.

Second, it acknowledges that digital technology can improve transparency.

Third, it demonstrates confidence that ordinary Indians are willing to participate financially in strengthening democratic institutions.

These are positive developments.

Every political party in India should study this initiative carefully.


Why This Moment Matters

The timing is equally significant.

India is still debating the future of political funding after the Supreme Court struck down the Electoral Bond Scheme, holding that anonymous political funding was inconsistent with the citizen's right to information.

The judgment settled one important question.

Opacity cannot become the foundation of democracy.

Yet another question remains unanswered.

If electoral bonds are gone, what should replace them?

Most discussions have focused on eliminating one flawed system.

Very few have attempted to design a better one.

Akhilesh Yadav's QR code offers one possible answer—but only in part.


The Difference Between a Good Idea and a Complete Reform

The QR-code initiative succeeds in solving one important problem.

It makes political donations easier.

It makes them digital.

It encourages citizen participation.

Those are meaningful achievements.

However, good governance requires us to ask a second question.

Does it solve the larger systemic problem?

The answer is—not yet.

Because transparency at the level of a single political party is fundamentally different from transparency across the entire political system.

That distinction changes everything.


Where the QR-Code Model Stops

Suppose every recognised political party in India introduces its own QR code.

At first glance, the country appears to have achieved transparent political funding.

But several important questions immediately arise.

Can citizens compare donations received by every political party through one common public platform?

Can independent researchers analyse political funding across the entire country?

Can the Election Commission monitor all political contributions in one unified system?

Can citizens distinguish legitimate digital contributions from parallel cash transactions?

Can one ensure that smaller political parties receive a fair opportunity to compete against better-funded national organisations?

Unfortunately, the answer to each of these questions remains uncertain.

The QR code improves fundraising.

It does not yet reform the funding architecture.


The Real Problem Isn't Technology

The challenge before India is not the absence of digital payment systems.

UPI has already solved that problem.

The challenge is trust.

Political funding creates influence.

Influence shapes public policy.

Public policy affects every citizen.

That is precisely why political funding must satisfy a higher standard of transparency than almost any other financial transaction.

The issue therefore is not whether citizens can donate digitally.

The issue is whether the entire democratic funding process can become transparent, accountable and fair.


Key Takeaway

A QR code transfers money.

A transparent funding architecture builds public trust.


Introducing the Central Election Fund

Nearly nine years ago, while debates around political funding were gathering momentum, I proposed an alternative framework called the Central Election Fund (CEF).

The objective was straightforward.

Remove direct financial dependence between donors and political parties.

Replace it with a transparent institutional mechanism administered by the Election Commission.

Instead of asking:

"Which party should receive my donation?"

The system asks a far more democratic question:

"How can every legitimate political party receive public funding through one transparent national process?"

That single shift changes the entire philosophy of political finance.

Instead of funding political parties individually, citizens strengthen democracy collectively.

And that is where genuine electoral reform begins.


Coming Next...

In Part 2, I'll explain:

  • How the Central Election Fund actually works.

  • Why it removes the possibility of quid pro quo.

  • Why it goes beyond Electoral Bonds and party-specific QR codes.

  • A side-by-side comparison: QR Code vs. Central Election Fund.

  • Why this reform could become India's equivalent of UPI for political funding.

  • ==============================================================

  • The Central Election Fund: A Different Philosophy

    Every discussion on political funding eventually reaches the same question:

    Who should receive the donation?

    The Central Election Fund (CEF) begins by asking a completely different question.

    Should political parties receive donations directly at all?

    That single change in thinking transforms the entire system.

    Today's political funding model creates a direct financial relationship between the donor and a political party.

    Whether the donation is ₹20 through a QR code or ₹20 crore from a corporation, the relationship remains the same.

    The donor knows where the money has gone.

    The political party knows who contributed.

    Both sides understand that a relationship has been created.

    In many cases, that relationship is entirely legitimate.

    In other cases, it gradually becomes influence.

    Influence becomes expectation.

    Expectation eventually becomes pressure on public policy.

    Democracy should minimise that possibility—not institutionalise it.

    The Central Election Fund was designed precisely for that purpose.


    How the Central Election Fund Works

    The architecture is remarkably simple.

    Instead of sending money directly to political parties, every contribution flows through one transparent national platform administered by the Election Commission of India.

    The process consists of five straightforward steps.

    Step 1 — Every Donation Goes to One National Fund

    Citizens contribute.

    Companies contribute.

    Institutions contribute.

    Whether the amount is ₹20 or ₹20 lakh, every rupee goes into the Central Election Fund.

    No political party receives money directly.


    Step 2 — Every Donation Becomes Public

    The Election Commission publishes every contribution in real time.

    Citizens can immediately see:

    • Donor Name

    • Date

    • Amount

    • Mode of Payment

    No anonymous donors.

    No sealed envelopes.

    No hidden databases.

    No privileged access.

    Transparency becomes the default—not an exception.


    Step 3 — Funds Are Distributed Through a Published Formula

    Instead of political influence determining financial strength, a transparent mathematical formula allocates funds fairly.

    Possible parameters include:

    • Historical vote share.

    • Number of constituencies contested.

    • Compliance with election laws.

    • Representation of women.

    • Representation of Scheduled Castes, Scheduled Tribes and Other Backward Classes.

    • Internal financial transparency.

    The formula itself remains public.

    Every citizen can understand how public political funding is distributed.


    Step 4 — Every Rupee Spent Is Accountable

    Political parties continue spending according to their campaign priorities.

    However, every expenditure is reported digitally.

    Campaign expenses become traceable.

    Independent auditing becomes easier.

    Citizens gain confidence that political finance is operating within clearly defined legal boundaries.


    Step 5 — Citizens Can Monitor the Entire System

    Instead of searching hundreds of separate party websites, citizens visit one public dashboard.

    They can see:

    • Total donations received.

    • Total allocation made.

    • Distribution among parties.

    • Election expenditure.

    • Remaining balances.

    Transparency becomes simple enough for every voter to understand.


    Why This Changes Everything

    The greatest strength of the Central Election Fund is not administrative efficiency.

    It is the elimination of direct financial dependency.

    Imagine donating ₹500.

    Under today's system, you know exactly which political party received your contribution.

    The party knows exactly who supported it.

    The relationship is established immediately.

    Now imagine donating the same ₹500 into the Central Election Fund.

    You know your money supports democracy.

    You do not know which individual party ultimately receives what proportion.

    The political party also cannot identify your contribution as support directed exclusively toward them.

    That simple institutional separation dramatically reduces the possibility of quid pro quo.

    The donor supports democracy.

    The Election Commission manages distribution.

    Political parties compete through public support—not private financial relationships.

    That is the fundamental philosophical difference.


    Why Electoral Bonds Could Never Solve This Problem

    Electoral Bonds attempted to modernise political funding.

    Their intention may have been positive.

    However, the architecture remained incomplete.

    The system protected donor anonymity from the public while allowing important institutions to know the identity of contributors.

    As the Supreme Court observed, democracy requires transparency—not selective secrecy.

    But even complete disclosure would not fully solve the underlying issue.

    The larger concern is direct financial dependence between donors and political parties.

    Transparency alone cannot eliminate that relationship.

    Institutional redesign can.

    That is precisely where the Central Election Fund differs.


    QR Code vs. Central Election Fund

    QuestionQR Code ModelCentral Election Fund (CEF)
    Who receives the donation?Individual political partyElection Commission-managed national fund
    Is the process digital?YesYes
    Is transparency possible?Limited to individual partiesNational, uniform and real-time
    Can all parties be compared?NoYes
    Can citizens monitor one public dashboard?NoYes
    Does it reduce direct donor-party dependency?NoYes
    Does it create a level playing field?LimitedYes
    Does it strengthen long-term public trust?PartiallySignificantly

    This Is India's Opportunity

    India has already shown the world that digital public infrastructure can transform governance.

    Aadhaar transformed identity.

    UPI transformed payments.

    FASTag transformed toll collection.

    GST digitised indirect taxation.

    The next logical reform is transparent political funding.

    The technology already exists.

    The digital infrastructure already exists.

    The legal debate has already begun.

    What remains is the political will to build a system that every party—and every citizen—can trust.


    Key Insight

    Electoral Bonds attempted to improve political funding.

    QR Codes improve political fundraising.

    The Central Election Fund has the potential to transform political finance itself.


    From Proposal to National Policy

    Every meaningful reform in India has followed a similar journey.

    It begins as an idea.

    It gathers public discussion.

    It is refined through debate.

    Eventually, it becomes national policy.

    The Central Election Fund (CEF) deserves to begin that journey.

    The proposal is not intended to benefit one political party.

    Nor is it intended to disadvantage another.

    Its purpose is far simpler—and far more important.

    It seeks to strengthen the credibility of Indian democracy itself.

    When citizens believe that political funding is transparent, confidence in democratic institutions naturally increases.

    That confidence is one of the greatest assets any democracy can possess.


    Why Every Political Party Should Support CEF

    Political reforms often become victims of partisan politics.

    The Central Election Fund should not.

    Whether a party is in government or in opposition, large or small, national or regional, every recognised political party stands to benefit from a transparent and trusted funding architecture.

    A nationally administered framework can offer:

    • Greater public confidence.

    • A level playing field.

    • Lower dependence on large donors.

    • Uniform financial disclosure standards.

    • Easier auditing and regulatory compliance.

    • Reduced allegations of favouritism.

    • Increased participation by ordinary citizens.

    Most importantly, it changes the conversation.

    Political parties begin competing on ideas, leadership and public service—not merely on fundraising capacity.


    A Practical Roadmap

    No reform of this scale should be introduced overnight.

    A phased implementation would be both practical and prudent.

    Phase I

    Create a voluntary Central Election Fund under the supervision of the Election Commission of India.

    Citizens, companies and institutions may contribute through a single national digital platform.

    Political parties may opt into the system while continuing to comply with existing legal requirements.


    Phase II

    Publish a real-time public dashboard displaying:

    • Total contributions.

    • Number of contributors.

    • Allocation methodology.

    • Distribution to political parties.

    • Audited expenditure.

    Transparency should be visible, searchable and understandable.


    Phase III

    After evaluating the voluntary model, Parliament may consider legislation to establish a comprehensive national political funding framework.

    The objective is not merely legal compliance.

    The objective is lasting public trust.


    A Tribute to a Positive Beginning

    This article began by appreciating Akhilesh Yadav's QR-code initiative.

    It should also end by acknowledging its significance.

    Every major reform starts with someone asking a different question.

    By inviting citizens to contribute directly through digital payments, he has demonstrated that political fundraising can become more transparent and participatory.

    That deserves recognition.

    But history often distinguishes between an innovation and the system that eventually grows from it.

    The QR code may become the spark.

    The Central Election Fund can become the architecture.


    Conclusion

    India's democracy has repeatedly demonstrated its capacity to embrace transformational reforms.

    We created Aadhaar to establish trusted digital identity.

    We created UPI to democratise digital payments.

    We created DigiLocker to simplify document verification.

    Now the time has come to modernise political funding with the same spirit of innovation.

    A transparent Central Election Fund would not merely change how political parties receive money.

    It would change how citizens perceive democracy itself.

    When funding becomes transparent, trust increases.

    When trust increases, democratic participation deepens.

    When democratic participation deepens, governance becomes stronger.

    That is why this proposal is larger than any political party.

    Larger than any election.

    Larger than any government.

    It is about building an electoral funding system worthy of the world's largest democracy.

    Akhilesh Yadav's QR code has shown us one possible direction.

    The Central Election Fund shows us the destination.

    The journey from one to the other may well become one of the most significant democratic reforms of the coming decade.


    "India no longer needs better ways to collect political donations.
    India needs a better system for political funding."


    Author's Note

    The Central Election Fund (CEF) concept was first proposed by the author in July 2017 as a transparent alternative to conventional political funding. Since then, the proposal has evolved through successive articles examining electoral reforms, political finance and democratic accountability.


    Hemen Parekh

    AI Advisor | Electoral Reform Advocate

    3 July 2026

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Wednesday, 1 July 2026

Aarogya Setu 2.0 : Unfolding of a Lotus

 


FROM VISION TO REALITY

Aarogya Setu 2.0 & India's Digital Health Revolution

How an Eight-Year Vision is Becoming India's AI-Powered Healthcare Reality

Hemen Parekh
AI Advisor • Health Tech Strategist
2 July 2026


Executive Summary

When Aarogya Setu was launched in 2020, it was created to address one of the greatest public health emergencies of modern times. Millions of Indians relied on it during the COVID-19 pandemic for contact tracing, health advisories, and mobility management.

Few imagined that this emergency application would evolve into the foundation of India's digital healthcare ecosystem.

On 29 June 2026, Google India announced Aarogya Setu 2.0, an AI-powered health records platform capable of transforming fragmented medical documents into structured digital health records using Google's Gemma 4 and the Medical Data Toolkit.

For me, this announcement was more than another technology launch.

It represented the gradual realization of a vision I began writing about in 2018—a future where every Indian citizen would possess a portable digital health identity, where artificial intelligence would organize lifelong medical records, and where interoperability would become as seamless for healthcare as UPI became for digital payments.

While many of those ideas have now become reality, several critical building blocks remain unfinished.

This article celebrates India's remarkable progress, compares early proposals with today's implementation, and outlines the next steps required to build a truly intelligent, preventive, and citizen-centric healthcare ecosystem.


From Pandemic Response to National Health Infrastructure

The story of Aarogya Setu is one of the most remarkable examples of digital transformation in modern India.

Its journey can be divided into three distinct phases.

Phase 1 — Emergency Response (2020)

Aarogya Setu began as a national response to COVID-19.

Its primary objective was clear:

  • Contact tracing
  • Risk notifications
  • Public health communication
  • Digital mobility management

During one of the most challenging periods in independent India's history, the application demonstrated how technology could support public health at national scale.


Phase 2 — Digital Health Integration (2021–2025)

Rather than becoming obsolete after the pandemic, Aarogya Setu steadily evolved.

It became increasingly integrated with India's growing digital health infrastructure through:

  • ABHA Health Accounts
  • ABDM interoperability
  • DigiLocker integration
  • Telemedicine services
  • Consent-based health record sharing

During these years, the application quietly transitioned from a COVID tool into an important gateway for India's emerging digital health ecosystem.


Phase 3 — Artificial Intelligence (2026)

The latest evolution is undoubtedly the most significant.

Instead of merely storing documents, Aarogya Setu can now understand them.

Using Google's Gemma 4 together with the Medical Data Toolkit, the platform can intelligently extract information from:

  • Laboratory reports
  • Diagnostic imaging reports
  • Prescriptions
  • Clinical observations
  • Medical summaries

Information that previously remained trapped inside scanned PDFs and handwritten reports can now become structured, searchable, interoperable healthcare data.

That single capability fundamentally changes how digital healthcare can function in India.


Why This Announcement Matters

Most patients never realize how fragmented their own medical history actually is.

A single individual may possess:

  • Blood test reports from one laboratory
  • MRI scans from another hospital
  • Prescriptions from multiple physicians
  • Vaccination certificates
  • Insurance documents
  • Health screening reports

Each exists in a different format.

Most cannot communicate with one another.

Doctors often spend valuable consultation time reconstructing a patient's history instead of interpreting it.

Patients frequently repeat diagnostic tests simply because previous records cannot be located or interpreted efficiently.

Aarogya Setu 2.0 addresses this long-standing problem by transforming unstructured documents into standardized health information that can move securely—with patient consent—across the Ayushman Bharat Digital Mission (ABDM) ecosystem.

This is far more than digitization.

It is the beginning of machine-readable healthcare.


Looking Back: A Personal Reflection

When I first began writing about India's digital healthcare future in 2018, artificial intelligence was still viewed primarily as an emerging technology.

The idea that every citizen could possess a lifelong digital health record powered by AI seemed ambitious.

Yet the underlying vision was straightforward.

I imagined a healthcare ecosystem where:

  • Every citizen possessed a unique digital health identity.
  • Medical devices could contribute data seamlessly.
  • Artificial intelligence could organize lifelong health records.
  • Doctors could make better-informed clinical decisions.
  • Citizens would increasingly benefit from preventive rather than reactive healthcare.

Eight years later, many of those foundational ideas have begun taking shape.

Not identically.

Not completely.

But unmistakably.


Vision vs. Reality (2018–2026)

The following comparison summarizes how those early ideas compare with today's implementation.

YearOriginal Vision2026 StatusReality Today
2018Blockchain-enabled Ayushman Bharat ecosystemAchievedABHA ecosystem operational with widespread adoption
2018Aadhaar-linked Digital Health IdentityAchieved14-digit ABHA Health Account integrated into ABDM
2018IoT-enabled medical devices connected to central health systemsIn ProgressFHIR adoption expanding, device integration remains fragmented
2019Consent-based Health Data VaultAchievedAarogya Setu 2.0 with DigiLocker integration
2020Digital e-Pass for controlled mobilityAchievedSuccessfully implemented during COVID-19
2020Telemedicine, Home Diagnostics & e-PharmacyAchievedAarogyaSetuMitr ecosystem operational
2021Blockchain-secured health recordsPilot StageNational deployment yet to begin
2021Healthcare interoperability using FHIRAchievedHundreds of ABDM integrations operational
2022ABHA generation inside Aarogya SetuAchievedFully integrated for millions of users
2023Preventive Health Index ("Health Karma")PendingNo national incentive framework yet
2025Risk-linked health insurance premiumsPendingConventional underwriting continues
2026AI-powered medical record extractionLaunchedGemma 4 + Medical Data Toolkit powering Aarogya Setu 2.0

Key Observation

Looking across eight years, a clear pattern emerges. The foundational digital infrastructure—identity, interoperability, consent-based data sharing, and AI-assisted record extraction—is now largely in place. The next frontier is not digitization itself, but using this foundation to deliver predictive, preventive, and personalized healthcare for every citizen.


======================================================================


What Aarogya Setu 2.0 Actually Solves

Technology often succeeds not because it introduces something entirely new, but because it eliminates an old and persistent problem.

For India's healthcare ecosystem, that problem has always been fragmented medical records.

Every year, millions of patients accumulate laboratory reports, prescriptions, X-rays, CT scans, discharge summaries, vaccination certificates and insurance documents from different hospitals and diagnostic centres.

Each institution maintains its own format.

Most documents remain as scanned PDFs or handwritten prescriptions.

Even today, a patient changing hospitals frequently has to reconstruct years of medical history from paper files, photographs and emails.

Doctors spend valuable consultation time searching for information instead of analysing it.

Repeated diagnostic tests become common simply because previous records cannot be accessed or interpreted efficiently.

The cost is measured not only in money, but also in delayed diagnosis, unnecessary investigations and fragmented patient care.

This is precisely the challenge that Aarogya Setu 2.0 has begun to solve.

Rather than functioning merely as a digital storage application, it transforms unstructured medical documents into structured, machine-readable healthcare information that can move securely across India's digital health ecosystem with the patient's explicit consent.

For the first time, artificial intelligence becomes an active participant in organising a citizen's lifelong medical history.


The Four Technology Pillars Behind Aarogya Setu 2.0

The newly announced platform rests upon four complementary technologies, each addressing a different aspect of healthcare digitisation.

1. Google's Gemma 4

Gemma 4 serves as the intelligence engine of the platform.

Instead of merely recognising text, it understands the context of medical documents.

It can identify whether a document is:

  • Laboratory Report
  • Prescription
  • Diagnostic Imaging Report
  • Clinical Observation
  • Discharge Summary
  • Medical Certificate

This contextual understanding allows subsequent AI models to process each document appropriately.


2. Medical Data Toolkit

Once the document type has been identified, Google's open-source Medical Data Toolkit extracts clinically relevant information.

Typical examples include:

  • Laboratory test names
  • Numerical values
  • Units of measurement
  • Reference ranges
  • Test dates
  • Diagnoses
  • Medications
  • Clinical observations

Instead of storing an entire PDF as an image, the platform converts individual medical observations into structured healthcare data.

This dramatically improves searchability, longitudinal analysis and clinical usefulness.


3. FHIR Standardisation

Extracting information is only the first step.

The information must also be understandable by every healthcare provider.

This is achieved through FHIR (Fast Healthcare Interoperability Resources)—the international standard that enables healthcare applications to exchange information regardless of the software platform being used.

Just as UPI enabled seamless digital payments across banks, FHIR enables seamless movement of healthcare information across hospitals, laboratories, pharmacies and insurers.

The patient remains at the centre of this ecosystem.


4. Consent-Based Data Sharing

Perhaps the most important pillar is one that is often overlooked.

The system is fundamentally built upon patient consent.

Medical information does not automatically flow between institutions.

Instead, citizens decide:

  • Who may access their records.
  • Which records may be shared.
  • For how long access remains valid.

This consent-driven architecture strengthens privacy while enabling continuity of care.

It represents one of the defining principles of India's Ayushman Bharat Digital Mission.


A Simple Example

Imagine a patient uploads a photograph of a blood test report into Aarogya Setu 2.0.

Within seconds, the platform can:

✔ Identify the document as a pathology report.

✔ Detect each laboratory investigation individually.

✔ Extract values such as blood glucose, HbA1c, haemoglobin or cholesterol.

✔ Record the test date.

✔ Convert the information into FHIR-compliant healthcare data.

✔ Store it securely under the patient's ABHA account.

✔ Make it available—only with the patient's consent—to any authorised healthcare provider participating in the ABDM ecosystem.

What previously required manual transcription can now happen automatically.

That single capability has the potential to eliminate enormous administrative effort throughout India's healthcare system.


My Original Vision (2018) Versus Today's Reality

Long before large language models became mainstream, I had imagined a healthcare ecosystem built upon continuous digital information rather than isolated medical events.

In February 2018, I wrote:

"Imagine ECG machines, EEG systems, PET scanners, pathology laboratories and hospitals continuously contributing information to a central healthcare platform serving every citizen. Artificial Intelligence would analyse this information to recommend better treatments, guide physicians and eventually predict disease before symptoms become severe."

At that time, the concept appeared ambitious.

Today, several important components of that vision are becoming reality.

What Has Been Achieved

✅ A unified national digital health identity through ABHA.

✅ Consent-based digital health records.

✅ AI-powered extraction of clinical information.

✅ Nationwide interoperability through ABDM.

✅ Open-source tools accelerating innovation.

These are foundational achievements that place India among the world's leading digital public health ecosystems.


What Still Remains

Several transformative ideas are still waiting to be implemented.

❌ Artificial Intelligence remains primarily diagnostic rather than predictive.

❌ Citizens are not yet rewarded for preventive healthcare.

❌ Blockchain-secured lifelong medical records have not been deployed nationally.

The next stage of India's healthcare transformation will depend on addressing these remaining gaps.


The Three Missing Pieces

India has successfully built the digital rails of healthcare.

The next challenge is ensuring that these rails deliver better health outcomes—not merely better data management.

Three important building blocks remain unfinished.

1. Blockchain-Secured Health Records

Today, digital health records are increasingly portable.

Tomorrow, they should also become immutable, tamper-resistant and permanently portable.

Blockchain technology offers several advantages:

  • Permanent patient ownership.
  • Tamper-proof medical history.
  • Reduced duplication of diagnostic tests.
  • Greater trust across healthcare providers.
  • Secure long-term archival of health information.

Several pilot initiatives have explored this direction, but nationwide deployment remains a future opportunity.

The combination of blockchain with ABHA and Aarogya Setu 2.0 could create one of the world's most trusted digital health record ecosystems.


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2. Risk-Linked Health Insurance

India has made remarkable progress in digitising healthcare.

The next logical step is to ensure that better health is rewarded—not merely better treatment.

Today's health insurance industry primarily evaluates age, medical history and claims experience.

Tomorrow's insurance ecosystem can become far more intelligent.

With explicit patient consent and strong privacy safeguards, anonymised health information could enable insurers to recognise and reward healthy behaviour rather than simply paying for illness.

Imagine a system where citizens who consistently demonstrate preventive health practices receive tangible benefits.

These might include:

  • Lower insurance premiums.
  • Reduced waiting periods.
  • Wellness credits.
  • Enhanced preventive health packages.
  • Faster claim processing through verified digital records.

Such a model would encourage healthier lifestyles while reducing long-term healthcare expenditure for both insurers and citizens.

Naturally, any such framework must incorporate robust safeguards against discrimination, ensure voluntary participation, and maintain complete transparency in data usage.

The objective should never be to penalise illness.

Rather, it should be to encourage wellness.


3. Preventive Health Index — "Health Karma"

Perhaps the greatest opportunity still waiting to be realised is the creation of a national Preventive Health Index.

Modern healthcare systems still spend far more resources treating disease than preventing it.

Imagine if every citizen could gradually accumulate Health Karma Points through positive daily actions.

Examples might include:

  • Regular preventive health check-ups.
  • Vaccinations.
  • Daily walking or physical activity.
  • Blood donation.
  • Yoga and fitness participation.
  • Diabetes and hypertension management.
  • Nutrition awareness programmes.
  • Community health volunteering.

Instead of remaining invisible, these healthy behaviours could become measurable, recognised and rewarded.

Accumulated Health Karma Points might eventually translate into:

  • Insurance incentives.
  • Discounts on diagnostic services.
  • Wellness programme benefits.
  • Public recognition.
  • Employer-supported health initiatives.
  • Additional preventive healthcare services.

Technology alone cannot create healthier societies.

But technology can certainly make healthy choices easier, more visible and more rewarding.


Open Source: The Silent Revolution

One of the most encouraging aspects of Google's announcement is not merely the technology itself—but the decision to make significant components available through open-source development.

This may prove to be one of the most important long-term outcomes of Aarogya Setu 2.0.

Open-source healthcare innovation enables:

  • Indian startups to innovate without reinventing foundational AI models.
  • Researchers to improve healthcare algorithms collaboratively.
  • Smaller hospitals to adopt world-class digital tools at lower cost.
  • Faster compliance with ABDM standards.
  • Wider participation across academia, industry and government.

Innovation accelerates when knowledge is shared rather than isolated.

India's digital public infrastructure has already demonstrated this principle through Aadhaar, UPI and DigiLocker.

Healthcare now appears ready to follow the same path.


Where We Stand Today — An Honest Assessment

Every major technology programme deserves balanced evaluation.

Aarogya Setu 2.0 represents extraordinary progress.

At the same time, it is important to recognise the work that still lies ahead.

Achievements Worth Celebrating

✔ Digital Health Identity through ABHA is now a national reality.

✔ Consent-based health data sharing has become the foundation of India's digital health architecture.

✔ FHIR interoperability is transforming isolated health systems into connected ecosystems.

✔ Artificial Intelligence is reducing manual effort in organising lifelong health records.

✔ Open-source tools are lowering barriers to innovation.

✔ Thousands of hospitals are participating in the Ayushman Bharat Digital Mission.

Collectively, these developments represent one of the world's most ambitious public digital health initiatives.


Challenges That Still Require Attention

Despite impressive progress, several important challenges remain.

• Blockchain-based lifelong medical records require national deployment.

• Preventive healthcare incentives remain largely absent.

• Rural digital connectivity still limits equitable access.

• Legacy hospital information systems continue to hinder interoperability.

• Data privacy legislation must be supported by consistent implementation and public trust.

• Behavioural transformation cannot be achieved through technology alone; it requires sustained public engagement, education and healthcare partnerships.

Recognising these gaps does not diminish the achievements.

Instead, it helps define the priorities for the next phase of India's healthcare transformation.


The Road Ahead

Looking ahead, four practical initiatives could significantly strengthen India's digital health ecosystem.

1. National Blockchain Health Record Pilot

Launch state-level pilots in digitally mature regions to evaluate secure, patient-owned blockchain health records.

Measure improvements in portability, duplicate-test reduction and long-term healthcare costs.


2. Voluntary Risk-Linked Insurance Programme

Partner with leading insurance providers to introduce carefully designed, opt-in preventive health incentive models.

Participation should remain entirely voluntary, transparent and supported by strong privacy safeguards.


3. National Health Karma Framework

Develop a citizen-friendly preventive health score that encourages wellness rather than merely recording illness.

Integrate the programme with ASHA workers, Anganwadi centres, schools, employers and digital health applications.

The objective should be simple:

Reward prevention before disease develops.


4. Inclusive Rural Digital Health

Ensure that every citizen benefits equally from India's digital health infrastructure.

Solutions must function effectively on affordable smartphones, lower-bandwidth networks and regional-language interfaces.

Technology achieves its highest value only when it reaches every village as effectively as every metropolitan hospital.


Conclusion

Eight years ago, I wrote about a future in which India's healthcare system would be powered by digital identity, artificial intelligence, interoperable medical records and preventive healthcare.

At that time, those ideas appeared aspirational.

Today, many of them have become operational.

ABHA has provided citizens with a digital health identity.

The Ayushman Bharat Digital Mission has established the interoperability framework.

Aarogya Setu 2.0 now adds artificial intelligence capable of transforming fragmented medical documents into structured healthcare knowledge.

India has successfully built the digital rails of healthcare.

The next transformation will not come from another mobile application.

It will come from intelligently connecting identity, interoperability, artificial intelligence, blockchain security and preventive healthcare into one seamless ecosystem.

The foundation has been laid.

The technology is available.

The ecosystem is emerging.

What remains is the collective determination to move from treating illness to creating wellness.

That is the true promise of Digital India.

And perhaps, the most important healthcare transformation of the coming decade.


"Healthcare should not simply become digital.
It should become intelligent.
Predictive.
Preventive.
Personalised.
And ultimately, more human."


About the Author

Hemen Parekh
AI Advisor | Health Tech Strategist

🌐 IndiaAGI.ai
🌐 HemenParekh.in

2 July 2026


References

  • Google India Blog — Aarogya Setu 2.0 Announcement (29 June 2026)
  • Hemen Parekh — Ayushman Bharat: Think Big (23 September 2018)
  • Hemen Parekh — Ayushman Bharat Follow-Up Assessment (6 July 2025)

  • ============================================================

  •  

 

IDEAS for INDIA

 

==========================================================================

Shri Ashwini Vaishnaw

Hon'ble Union Minister for Electronics & Information Technology (and Railways, and I&B)

Government of India

 

cc: The six empanelled agencies — Tata Consultancy Services (TCS); NEC Corporation India; Cactus Technology Solutions Pvt Ltd (CTSPL); CoRover Pvt Ltd; Innefu Labs Ltd; Kyndryl Solutions Pvt Ltd

 

Respected Vaishnaw ji,

 

MeitY has empanelled six firms to bring AI to governance, and the declared aim is to match solution-providers to implementing agencies. Permit me to say, with the candour of age: a good many of the citizen-service solutions the government is now setting out to design, I had already proposed — some of them a decade or more ago — and emailed, at the time, to the very Cabinet Ministers who held those subjects.

 

The evidence is not assertion; it is dated and public. Across 15 years and roughly 7,200 blogs on www.HemenParekh.in, some 150 to 200 are concrete, implementable solutions to specific problems in the delivery of public services — identity, employment, elections, grievance redressal, tolling, examinations, public health, and railway safety among them.

 

The difficulty was only that they lay buried in 7200 posts. So I have had them extracted into one indexed, clickable catalogue: each row pairs a “ Problem / Need / Desired Service “ , with the dated blog that solves it, sorted by service domain. I enclose it.

 

I place it before you, and before the six empanelled agencies, freely and in the national interest. Treat it as a ready-made menu of field-tested ideas — already thought through, already on the public record — to draw upon as you wish.

 

In my 93rd year, I ask for nothing but this: that thinking I have committed to paper over a lifetime should now serve the citizen it was always meant for.

 

With respect and warm regards,

 

Hemen Parekh

Mumbai

www.HemenParekh.in | www.HemenParekh.ai

================================================================

List of Topics :

( 1 )  CITIZENSHIP / MIGRATION / CAA / NPR / CENSUS

 

 ( 2 )  HOUSING / 3D BUILDING CONSTRUCTION

 

( 3 )  ARTIFICIAL INTELLIGENCE / CHATBOTS / REGULATION / BCI

 

( 4 )  HEALTH / MEDICAL / MENTAL HEALTH

 

( 5 )  GOVERNANCE / SERVICE LIABILITY / OUTCOME BUDGETING

 

( 6 )  INDUSTRY / EASE OF DOING BUSINESS / PERT

 

( 7 )  EDUCATION / NEP / COMPETITIVE EXAMS

 

( 8 )  STARTUP / GCC / BACK OFFICE

 

( 9 )  TRANSPORT / TRAFFIC / LOGISTICS / TOLL

 

( 10 )  JOBS / EMPLOYMENT / LABOUR / SOCIAL SECURITY

 

( 11 )  SOLAR POWER / ROOFTOP SOLAR / RENEWABLE ENERGY

 

( 12 )  ELECTRIC VEHICLE / EMISSIONS / FAME / ROTE

 

( 13 )  SUPREME COURT & E-COURTS

 

( 14 )  ELECTIONS & ELECTORAL REFORMS

 

( 15 )  POLLUTION & CLIMATE CONTROL

 

( 16 )  WATER SCARCITY

 

( 17 )  E-COMMERCE / FINTECH / BHIM / UPI / UIDAI

 

( 18 )  CURRENCY NOTES & RFID

 

( 19 )  FARMERS / MSP / AGRICULTURAL REFORMS

 

( 20 )  INTERNET OF THINGS

 

( 21 )  BLACK MONEY / CORRUPTION

 

( 22 )  POVERTY / UBI / SOCIAL SECURITY

 

( 23 )  POLL PROMISES & FREEBIES

 

( 24 )  DATA PROTECTION & MONETIZATION

 

( 25 )  TAXATION

 

( 26 )  APPRENTICESHIP / TRAINING / SKILLING

 

 

 

 


Managing Millions at Melas > No Stampede

 Subject: URGENT: Rope-Way Bathing Systems Can Prevent Kumbh Stampedes


Dear Shri Amitbhai,

On January 29, 2025, 121+ pilgrims died in the Maha-Kumbh stampede. This was preventable. I proposed the exact solution in 2015—a structural fix you've partly endorsed through RFID tracking (2022).

THE CORE PROBLEM

Stampedes occur when pilgrims walk and rush. They cannot occur if pilgrims are in hanging chairs on rope-ways, moving at controlled speeds.

THE SOLUTION (THREE PARTS)

1. Rope-Way Pilgrim Transport
Install vertically-stacked rope-ways with 2-person chairs, belted for safety. Pilgrims board at arrival points; rope-ways carry them to sacred zones at controlled speeds. Multiple circuits prevent bottlenecks. No walking = no stampedes.
Precedent: Shimla ropeway, Hong Kong Peak Tram, Switzerland's systems.

2. Controlled Bathing Pools
Replace uncontrolled river immersion with structured stainless-steel mesh-bottomed pools (proven at Namo Ghat, July 2022). Orderly entry/exit. No currents. No drowning risk.

3. AI Control Room + Mobile App
Real-time crowd density analysis using CCTV + AI (already deployed at Amarnath 2026). Mobile app alerts pilgrims to safe zones and directs them to rope-ways.

WHAT'S ALREADY BEEN ADOPTED

✓ RFID tracking (Amarnath 2022, Mahakal 2024, Kumbh 2025) — YOU endorsed this
✓ Central control rooms (Vadodara 2022, Prayagraj 2025)
✓ AI crowd monitoring (Amarnath 2026)
✓ Statutory Authorities (Nashik 2025)

WHAT'S MISSING

✗ Rope-ways (11 years; still not adopted)
✗ Controlled bathing pools (only pilot scale at Namo Ghat)

WHY THIS IS YOUR CALL

You're Union Home Minister. Internal security + disaster management = your portfolio. RFID adoption proved you listen. Now complete the job.

WHAT I'M ASKING (IMMEDIATE)

1. Commission feasibility study (rope-ways for Kumbh 2027/2028). Engage Doppelmayr/Leitner + RITES. Budget: Rs 2–3 crores.

2. Convene National Pilgrimage Safety Council to adopt rope-way systems as national standard by 2028.

3. Direct all State CMs to deploy bathing pools by March 2026.

4. Plan pilot rope-way corridor (3–5 circuits) at Kumbh 2027. Cost: ~Rs 500–800 crores.

THE ECONOMICS

Current: India earns $2,700/foreign tourist. Saudi Arabia earns $6,000/Hajj pilgrim.

With rope-ways: 15 million pilgrimage tourists/year = $150 billion annual foreign exchange (vs. current $27 billion).

That's a $500M investment for a $150B revenue stream.

THE MORAL CASE

Every stampede death is preventable. The technology exists. You've proven adoption works (RFID).

If we don't implement rope-ways and people die in the next stampede, that's not an accident—it's a choice.

I'm available to present the technical case, connect you with vendors, or draft legislation.

With deep respect and urgency,

Hemen Parekh
www.My-Teacher.in
hcp@RecruitGuru.com
July 1, 2026

===============================================================================
===============================================================================

PILGRIM SAFETY & STAMPEDE PREVENTION

A Decade of Ignored Recommendations (2015–2026)
Policy Blog • Ready for Blogger Copy/Paste

EXECUTIVE DASHBOARD

🟢 IMPLEMENTED: 4
🟡 IN PROGRESS / PARTIAL: 6
🔴 NOT IMPLEMENTED: 4

11 Years • 14 Recommendations • One Core Engineering Solution Still Ignored

PREAMBLE

For eleven years I have submitted recommendations to improve pilgrim safety across India's major pilgrimage destinations. Several recommendations—including RFID tracking, integrated control rooms, AI monitoring and drone surveillance—have since been adopted. The one recommendation that could fundamentally eliminate stampedes by removing ground-level crowd movement through rope-way systems remains ignored.

MY 14 RECOMMENDATIONS — STATUS REPORT

#

Recommendation

Year

Status

Impact

1

Rope-Ways with Hanging Chairs

2015

🔴 Not Implemented

Makes stampedes physically impossible

2

Controlled Bathing Pools

2018

🟡 Partial

Safer ritual bathing

3

Glass-Enclosed Rope-Ways

2015

🔴 Not Implemented

Universal accessibility

4

RFID Wrist-Bands

2018

🟢 Implemented

Tracking & reunification

5

AI CCTV Expansion

2018

🟡 In Progress

Crowd monitoring

6

Facial Recognition

2018

🟡 Partial

Movement enforcement

7

Central Control Room

2018

🟢 Implemented

Rapid response

8

Food/WiFi/Medical

2018

🟡 Partial

Crowd dispersal

9

Vehicle Ban + Bicycle Lanes

2018

🟡 Partial

Reduced congestion

10

Viewing Tower

2018

🔴 Not Implemented

Observation

11

Statutory Authority

2025

🟢 Approved

Unified governance

12

AI Density + Mobile App

2025

🟡 In Progress

Predictive alerts

13

QR Registration

2025

🟡 Proposed

Identification

14

Drone Monitoring

2026

🟢 Implemented

Aerial response

THE BRUTAL TRUTH

The only recommendation capable of making stampedes physically impossible is Recommendation #1: Rope-Ways with Hanging Chairs. Authorities continue to focus primarily on policing crowds instead of redesigning how crowds move.

THE NUMBERS THAT MATTER

121+ lives lost at Maha Kumbh (2025)
717 lives lost at Hajj (2015)
1,400 lives lost at Hajj (1990)
Potential pilgrimage tourism: US$150 Billion annually.

IMMEDIATE ACTION

• Commission a rope-way feasibility study.
• Establish a National Pilgrimage Safety Council.
• Scale controlled bathing pools.
• Launch a pilot rope-way corridor before the next Kumbh.

THE FINAL QUESTION

Will we adopt rope-ways before the next stampede—or after?

If we don't implement this and people die, it isn't an accident.

It's a choice.


Hemen Parekh
1 July 2026
www.My-Teacher.in | hcp@RecruitGuru.com