Oct 7, 2025

Building Inclusive Digital Futures: The Role of Digital Public Goods and Infrastructure

Here is a blog post based on the learnings of Digital Public Infrastructure(DPI) and Good(DPG) for Impact with a special focus on India's digital ecosystem and global perspectives. 

The digital transformation of societies and economies hinges increasingly on foundational systems that provide open, trusted, and interoperable digital infrastructures. Digital Public Goods (DPGs) and Digital Public Infrastructure (DPI) are emerging as critical enablers of inclusive growth, transparency, and innovation at scale. This blog dives deep into how these concepts are shaping India’s digital landscape and what lessons the world can learn from India’s pioneering efforts.

The rapid growth of Digital Public Infrastructures (DPIs) and digital platforms is driven by a convergence of policy shifts, technological evolution, and societal demands. At the same time, data-based governance has become central to policymaking, with real-time analytics enabling targeted welfare delivery, fraud prevention, and performance monitoring. These forces, combined with advances in cloud, open-source software, and API-driven architectures, are creating a virtuous cycle of adoption where DPIs and digital platforms are not just tools, but foundational enablers of inclusive, transparent, and efficient service ecosystems.

What Are Digital Public Goods and Infrastructure?

Digital Public Goods (DPGs) are open-source software, data, standards, and AI models that are freely available for anyone to use, adapt, and scale. They serve as building blocks for creating digital services that are inclusive and scalable globally. Examples include India’s Aadhaar biometric identity system, UPI payment platform, and open protocols like Beckn for commerce.

Digital Public Infrastructure (DPI) refers to large-scale, interoperable digital platforms built on foundational DPGs that enable ecosystems of public and private actors to deliver services. DPI represents the "railways" or highways of the digital economy—open, shareable, secure, and enabling many-to-many interactions. India Stack, which powers Aadhaar, UPI, DigiLocker, and Account Aggregator frameworks, is a prime example.

India’s Digital Leadership: The India Stack and Beyond
India Stack integrates several layers of DPI, each designed to solve key challenges of identity, payments, data exchange, and commerce:


These layers underpin numerous government and private sector services, creating a robust digital ecosystem promoting financial inclusion, transparency, and new business opportunities.

Emerging Innovations: AI & Language Technology
New digital layers harness AI and natural language processing to serve India’s digitally underserved populations:
  1. BHASHINI (Bhasha Interface for India): A multilingual AI-powered language platform offering translation, speech recognition, and voice-enabled digital services across 22 Indian languages, breaking down language barriers and enabling greater digital participation.
  2. AI-driven Personalization and Fraud Detection: Embedded in services across healthcare, financial inclusion, and governance, AI models enable predictive analytics, user-tailored experiences, and automated compliance, enhancing service quality and security.
Global Perspectives on Digital Public Infrastructure

Digital IDs generally fall into two categories  foundational and functional — and different countries implement them according to their governance and service delivery priorities.

Foundational digital IDs serve as universal, multipurpose identifiers that legally establish an individual’s identity and enable access to a broad spectrum of services such as banking, healthcare, voting, and welfare. Their primary purpose is to act as the central proof of identity recognized across multiple sectors. Notable examples include India’s Aadhaar, which combines biometric and demographic data to facilitate services like e-KYC and subsidies.

Functional digital IDs are sector-specific and designed to verify eligibility or access within a particular domain rather than serving as a universal identity. They function within defined service areas and often rely on foundational IDs for authentication. Examples of functional IDs include India’s ration card and voter ID, which are primarily used for food subsidies and electoral processes, respectively.


These initiatives underline the global recognition that public digital infrastructure is foundational to modern governance and economic development.

Benefit of Digital Public Goods and Infrastructure

DPG is a public, private, and government read, which means that public citizens and everybody else also participate into building it, maintaining it, and enriching it. And private players make use cases, make business cases out of it, make money out of it, and help to translate those government benefits to the citizens and in turn, making a win-win situation for everyone. As the cost of acquisition goes down in digital mode, and the moment the cost of acquisition goes down, the cost of serving becomes easier for the private companies, for government, and also for citizens to access those services. 

Oct 5, 2025

MahaAgri‑AI Policy 2025–2029

India's agricultural transformation is being driven by digital innovation, inclusive finance, and structural reforms. Initiatives like the Digital Agriculture Mission and Agristack are expanding crop intelligence and enabling data-driven decision-making. Technology is being leveraged to increase yields without raising input costs, while AI tools are helping small and marginal farmers manage risks and improve profitability. AI can help in all stages of farming right from predictive analysis of weather/soil to irrigation management and crop health monitoring to dissemination of information and packaging and storage of commodities.

MahaAgri‑AI Policy 2025–2029 approved by the Maharashtra Cabinet in June 2025, is truly a game changer for the agricultural sector due to its bold, technology-driven vision and actionable roadmap. It is India’s first dedicated artificial intelligence policy for agriculture, setting a benchmark for other states and the nation. This is India’s first comprehensive AI policy focused exclusively on agriculture.
Key Goals and Vision: 
  • Make Maharashtra a national and global leader in AI-enabled, farmer-centric, and sustainable agriculture.
  • Address challenges like low productivity, climate risks, water scarcity, market inefficiency, and lack of real-time decision support.
Major Features
  • AI Integration Across the Value Chain: Adoption of AI, GenAI, drones, IoT, remote sensing, and data platforms for precision farming, crop and soil monitoring, water management, and market access.
  • Digital Public Infrastructure: Launch of Agricultural Data Exchange (ADeX) for secure data sharing, an AI Sandbox for startups, and a Geospatial Intelligence Engine for climate/crop monitoring.
  • Real-Time Advisory Platforms: AI-powered Multilingual “VISTAAR” platform for personalized farmer advisories, integrated with Agristack, Bhashini, and national digital assets.
  • Blockchain Traceability: QR code-based blockchain systems for export crops (e.g., grapes, bananas, pomegranates) to improve food safety and trace exports.
  • Support for Startups & PPPs: Grants, hackathons, open calls, and public-private partnerships to foster innovation and market-ready solutions.
  • Farmer Digital Literacy: Training, fellowships, demo farms, and community outreach to ensure inclusive, confident adoption.
  • Governance: Robust oversight with a State-Level Steering Committee, Technical Committee, and a dedicated AI & Agritech Innovation Centre.
Broader Impact: 
  • Supports national initiatives such as Agristack, Maha-Agritech, Mahavedh, CropSAPP, and Agmarknet.
  • Designed to be inclusive, with special attention to reaching the last-mile farmer and ensuring ethical, responsible AI use.
Implementation Phases
  • Phase I (0-3 months): Foundation and institutional setup
  • Phase II (3-9 months): Pilot implementation and platform launch
  • Phase III (9-12 months): Statewide scale-up
  • Phase IV (12-36 months): Consolidation and policy evolution
Budget Allocation (₹500 Crore)
  • Digital Infrastructure: ₹50 crore
  • AI Projects Support: ₹350 crore
  • Innovation Centre Setup: ₹30 crore
  • Capacity Building: ₹50 crore
  • Global Conference/Summit: ₹20 crore
This comprehensive framework positions Maharashtra as India's first state with a dedicated AI agriculture policy, creating a replicable model for digital transformation in farming. MahaAgri‑AI 2025–2029 is widely seen as a model for India and developing nations in harnessing AI for a sustainable agriculture future.

Oct 3, 2025

Books that Shape Ideas: Economics and Public Policy on The Seen and the Unseen Podcast

"The Seen and the Unseen" is India's premier long-form podcast hosted by Amit Varma. The podcast, which has been running since 2017, features long-form conversations with intellectuals, writers, economists, historians, and thought leaders from India and around the world. The podcast is highly recommended to the readers for deep dive into diverse topics with subject matter experts.

The Host, Amit Varma is a respected journalist and writer, a two-time winner of the Bastiat Prize for Journalism. The show is renowned for its rich intellectual content and the diversity of its guests, making it a valuable resource for anyone interested in public policy, history, culture, or economics in contemporary India. I am only sharing the books recommended related to economics & public policy: 

Books by Indian authors
  1. In Service of the Republic — Vijay Kelkar & Ajay Shah
  2. India’s Big Government: The Intrusive State & How It’s Hurting Us — Vivek Kaul
  3. Samaaj, Sarkaar, Bazaar: A Citizen-First Approach — Rohini Nilekani
  4. The Lost Decade (2008-18): How India’s Growth Story Devolved into Growth Without a Story — Puja Mehra
  5. The Third Pillar: How Markets and the State Leave the Community — Raghuram Rajan
  6. Easy Money series (3 volumes) — Vivek Kaul
  7. Between the Buyer and the Seller — Karthik Shashidhar
These books should be a must read for all the youngsters keen to learn on public policy and all the UPSC aspirants who have to delve into Indian nation building.

Books by International Authors
  1. Chip War: The Fight for the World’s Most Critical Technology — Chris Miller
  2. Where India Goes: Abandoned Toilets, Stunted Development and the Costs of Caste — Diane Coffey
  3. Austrian Economics: An Introduction — Steven Horwitz
  4. Friedrich Hayek: The Ideas and Influence of the Libertarian Economist — Eamonn Butler
  5. The Mystery of Capital — Hernando De Sotov
  6. Where Are the Customers’ Yachts? — Fred Schwed Jr.
Classics
  1. Free to Choose — Milton Friedman & Rose Friedman
  2. A Theory of Justice — John Rawls
  3. Capitalism and Freedom — Milton Friedman
  4. Individualism and Economic Order — Friedrich Hayek
  5. The Road to Serfdom — Friedrich Hayek
  6. Economics in One Lesson — Henry Hazlitt
  7. The General Theory of Employment, Interest and Money — John Maynard Keynes
  8. Public Opinion — Walter Lippmann
  9. Lombard Street: A Description of the Money Market — Walter Bagehot
  10. The Wealth of Nations — Adam Smith
  11. The Theory of Moral Sentiments — Adam Smith
For readers seeking to dive deeper into the themes discussed on the podcast, the book recommendations serve as a comprehensive guide to engaging with the complex ideas Amit Varma and his guests explore.

Sep 29, 2025

Book Recommendations by Nikhil Kamath - WTF Podcast

WTF is a podcast series where entrepreneur and Investor Nikhil Kamath hosts friends and industry experts and holds casual yet intellectually stimulating conversations. WTF Podcast is a must-listen for aspiring entrepreneurs, startup founders, stock market investors, early-career professionals, business students, and young professionals eager to understand wealth creation, financial markets, and unconventional thinking. 

Nikhil Kamath’s book recommendations focus on cultivating a mindset of continuous learning, financial literacy, and strategic thinking. Based on my research of Nikhil Kamath's WTF podcast series, here's a comprehensive collection of book recommendations that have emerged from his conversations and personal recommendations:

  1. Freedom from the Known by Jiddu Krishnamurti – Breaking mental conditioning and achieving true freedom
  2. The Psychology of Money by Morgan Housel – Behavioral influences on financial decisions and money mindset
  3. The Denial of Death by Ernest Becker – Fear of mortality driving human behavior and accomplishments
  4. When Genius Failed by Roger Lowenstein – Collapse of a hedge fund, lessons on overconfidence and failures
  5. The Compound Effect by Darren Hardy – Small, consistent actions leading to significant long-term success
  6. A History of Western Philosophy by Bertrand Russell – Comprehensive overview of Western philosophical schools and thought
  7. Atomic Habits by James Clear – Systematic approach for building good habits and breaking bad ones
  8. Meditations by Marcus Aurelius – Stoic wisdom on resilience, discipline, and personal leadership growth
  9. Caste by Isabel Wilkerson – Examination of caste systems and social hierarchies globally
  10. Sapiens: A Brief History of Humankind by Yuval Noah Harari – Human history is shaped by revolutions in cognition and society
  11. Source Code by Bill Gates – Insights on technology innovation, philanthropy, and global challenges

Sep 23, 2025

Think School’s Book Recommendations

Think School is an outstanding podcast and YouTube channel for anyone passionate about business, strategy, and management for current MBA students, MAT & CAT aspirants, and professionals in the making. Learners get actionable frameworks on business models, startup journeys,  culture building, product-market fit, and competitive strategy directly from those who have built and scaled companies.

The Think School Podcast simplifies complex topics in business, geopolitics, and leadership through engaging storytelling and real-world case studies. Think School recommends the following books that focus on leadership, business mindset, and productivity for personal and professional growth:

Leadership and Purpose

  1. Start with Why by Simon Sinek on Leadership rooted in purpose
  2. Lean In by Sheryl Sandberg on the challenges women face in leadership
  3. The Almanack of Naval Ravikant by Eric Jorgenson on Wealth and Wisdom
  4. Culture Code by Daniel Coyle on Unlocking high-performing teams
  5. This Is Marketing by Seth Godin on Purposeful marketing philosophy
  6. Jab Jab Jab Right Hook by Gary Vaynerchuk on Social Media Storytelling
Negotiation and Influence
  1. Never Split the Difference by Chris Voss on Negotiation Mastery
  2. Pre-suasion by Robert Cialdini on the Art of influence and persuasion
Business and Entrepreneurship
  1. Shoe Dog by Phil Knight is the Memoir of Nike’s founding journey
Personal Growth and Habit Building
  1. Deep Work by Cal Newport on Focused productivity
  2. Atomic Habits by James Clear on Systematic habit building
  3. Hooked by Nir Eyal on Building habit-forming products
  4. The Psychology of Money by Morgan Housel on the psychological foundation for financial success
  5. Factfulness by Hans Rosling — A fact-based worldview to understand global progress.
  6. Black Sheep by Brant Menswar — Empowering stories about finding your unique voice.
  7. Can't Hurt Me by David Goggins — Overcoming limits through mental toughness and resilience.
  8. Meditations by Marcus Aurelius — Stoic wisdom for modern life grounded in mindfulness.
  9. Essentialism by Greg McKeown — The disciplined pursuit of less for a meaningful life.
Must Watch Video

“How to Read Effectively Like a CEO?” by Think School (on YouTube) is a must-watch, where they recommend that the goal isn’t speed reading — it’s reading with intent. CEOs read to extract ideas, not just finish pages.