MoSPI in collaboration with EkStep foundation organized a Design Workshop on 28th October 2025 in Bengaluru with focusing on the architecture of Stat stack and its alignment with AI-ready, interoperable data model. The workshop was attended by a delegation of MOSPI, representation Ekstep foundation, Google Data Commons and other industry partner #IndiaStatStack #DataforAI Rao Inderjit Singh Saurabh Garg Press Information Bureau - India NITI Aayog MyGov India EkStep Foundation
MoSPI, EkStep Foundation host Design Workshop on IndiaStatStack
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DigiLocker has evolved from a slow starter to a cornerstone of India’s paperless governance infrastructure. Its success lies in verified digital trust and seamless citizen services
🎉🎉🎉Another week... ANOTHER new case study🎉🎉🎉 The DigiLocker Story: How India is digitising its documents. Whenever I teach on digital transformation I invariably ask an Indian national in the class to open up their digilocker app and show everyone their ID, driver's license, college graduation certificate, land title... Other students are often blown away by this simple demonstration. It is something that feels distant, at best, for their governments. Based on first hand accounts of those who built DigiLocker, this case explores how it came into being, and the policy choices the team faced. This included: - Should the government build and operate the platform directly, or establish standards for private digital wallets? - Could widespread adoption occur without regulatory mandates? - How should the government prioritise use cases? - As it scaled, how should DigiLocker's governance adapt to ensure transparency and sustained public trust? We have both the case study and teaching notes. I guarantee a great read for policy makers, researchers and students and a great set piece class for professors and instructors. This case study came about over a conversation between Ritul Gaur and me during the Carnegie India conference and I'm grateful to work with him. Also a thank you to Jordyn Fetter for project managing our case study series. Some people who might find this interesting: Center for Digital Technology and Management (CDTM) Abhishek Singh, Dr. RS Sharma Arghya Sengupta Amit Ranjan Helen Margetts Jaideep Prabhu Jordan Sandman Pramod Varma Daniel Goldscheider Daniela Duque https://lnkd.in/ewxc53WU
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From Data Spaces and WebSciX to Mobility and Privacy & Security, the four themes of the Symposium on Data for Public Good 2025 explored how data can reshape systems, strengthen trust, and drive sustainable impact. Each track brought together global experts and local innovators to translate ideas into actionable frameworks – proving that when research, policy, and technology converge, the results serve everyone. Revisit the ideas and collaborations that defined the event: https://lnkd.in/dWdTf5Ki India Urban Data Exchange (IUDX) I Agricultural Data Exchange (ADeX) I Telangana Data Exchange (TGDeX) I Integrated Geospatial Data-sharing Interface (GDI) I Indian Institute of Science (IISc) I Foundation for Science, Innovation and Development, IISc Bangalore I Abhay Sharma I Balasubramaniam Gauthaman I Rakshit Ramesh I Inder Gopal I Swaminathan Vasanth Rajaraman I Jyotirmoy Dutta I Kapil Vaswani I Shalabh Jain I Raghu Krishnapuram I World Resources Institute I WRI India I Srinivas Alavilli I akansha saklani I Rajit Bhat I Rohan Rao I Narendra Verma I Manjunath Sekhar I Deutsche Gesellschaft für Internationale Zusammenarbeit (GIZ) GmbH I GIZ India I Chandra Challagonda I FIWARE I Balambiga A. I Srinath Srinivasa I International Institute of Information Technology Bangalore I Elets Technomedia I Dr. Ravi Gupta I OGC . . . #DPG25 #CDPG25 #Symposium25 #Dataforpublicgood #3rdEdition #DataForPublicGood #IIScBengaluru #CDPG #Innovation #IndigenousTechnology #DigitalIndia #PublicImpact #Sustainability #IIScBengaluru #Innovation #Collaboration #DigitalIndia #PublicImpact #DataInnovation
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AI systems don’t just analyze data. They operate at machine speed, consuming and processing information to make decisions autonomously. This shift is driving the rise of zero-copy lake architectures, where data stays in place but must be validated at the source. As a result, organizations are rethinking how they manage their data and, consequently, their data quality. As industry analyst Sanjeev Mohan highlights, competitive advantage in the era of Agnetic AI will depend on trustworthy and contextually aware data, a belief that’s central to our mission at Telmai. With Telmai’s Data Reliability Agents, we’re enabling enterprises to embed trust directly into their open lakehouses, delivering continuously validated, context-rich data at low latency for both humans and agentic applications. 👇 Click on the link below to learn how enterprises are building Agentic-ready architectures with Telmai’s Data Reliability Agents: https://lnkd.in/gWwhZbPP 🔗 Be among the first to experience Telmai’s Data Reliability Agents—sign up for early access today. https://lnkd.in/gqgTxW4p #dataquality #dataobservability #datatrust #datareliability #AItrust #MCP #unstructuredataquality #aiready #agenticready
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As industry analyst Sanjeev Mohan highlights, competitive advantage in the era of Agnetic AI will depend on trustworthy and contextually aware data, a belief that’s central to our mission at Telmai.
AI systems don’t just analyze data. They operate at machine speed, consuming and processing information to make decisions autonomously. This shift is driving the rise of zero-copy lake architectures, where data stays in place but must be validated at the source. As a result, organizations are rethinking how they manage their data and, consequently, their data quality. As industry analyst Sanjeev Mohan highlights, competitive advantage in the era of Agnetic AI will depend on trustworthy and contextually aware data, a belief that’s central to our mission at Telmai. With Telmai’s Data Reliability Agents, we’re enabling enterprises to embed trust directly into their open lakehouses, delivering continuously validated, context-rich data at low latency for both humans and agentic applications. 👇 Click on the link below to learn how enterprises are building Agentic-ready architectures with Telmai’s Data Reliability Agents: https://lnkd.in/gWwhZbPP 🔗 Be among the first to experience Telmai’s Data Reliability Agents—sign up for early access today. https://lnkd.in/gqgTxW4p #dataquality #dataobservability #datatrust #datareliability #AItrust #MCP #unstructuredataquality #aiready #agenticready
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🎉 We’re thrilled to announce our next KSUG .AI APAC Online Meetup! 🧠 Topic: AI-Powered #Kubernetes Self-Healing Automation and Incident Case Analysis 🗓 Date: 28 October 2025 🌏 Event: KSUG AI APAC Online Meetup We’re excited to welcome Doddy Kristianto, Dwiki Kurnia, and Febryan Elfanuary from Telkomsel as our featured speakers! 🚀 In today’s cloud environments, incidents can disrupt services and impact business continuity. Traditional incident analysis often relies on manual investigation, long war-room sessions, and delayed root cause identification. To overcome these challenges, the #Telkomsel team developed #CELYNA — an AI-powered system for Incident Case Analysis & Self-Healing Automation. 💡 CELYNA enables: ✅ Correlation of application metrics and infrastructure logs ✅ Detection of critical failures across Kubernetes, ECS, and backend APIs ✅ Generation of timeline-based error visualizations for proactive monitoring ✅ Self-Healing Automation to drastically reduce MTTR and eliminate manual troubleshooting And that’s not all! 🌟 We’re also joined by Shubhangi Goyal from Admiral Group Plc and Eric Lajoie, #AI Specialists from SUSE, who will bring additional AI-focused insights you won’t want to miss. 🤖 If you’re passionate about AI, Open Source, and Cloud Native innovation, this session is for you! 🔗 Join us and be part of the conversation: 👉 Scan the QR code in the image or visit hk.ksug.ai to register. 🫶 Together, we learn. Together, we grow. #KSUGAI #SUSE #AI #SovereignAI #CloudNative #OpenSource #Community #Meetup
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Just finished reading The Agentic State – Rethinking Government for Agentic AI by the Global Government Technology Centre Berlin and The World Bank — a rigorous 12-layer framework where governance is reimagined as an adaptive control system spanning policy, orchestration, and assurance layers. India’s progress signals an early proto-agentic phase of this architecture. DigiYatra, live across 13 airports, performs over 2 million consent-based verifications per month, orchestrating digital identity and access through federated APIs — a working model of the orchestration layer. Government e-Marketplace (GeM), with 17 million+ transactions worth ₹6.3 lakh crore, operationalises rule-making and assurance layers by embedding procurement policies as executable workflows, ensuring traceability, transparency, and automated compliance. These systems together reflect how policy logic is starting to translate into machine-executable governance — discrete agentic behaviours within defined policy boundaries. The next frontier is scaling across enablement layers — data interoperability, cybersecurity assurance, and adaptive feedback mechanisms — to achieve full stack continuity across India’s Digital Public Infrastructure. India’s DPI success story offers not just digital transformation, but early evidence of what the Agentic State could look like when scaled to a billion citizens — measurable, federated, and continuously learning. Kalyan Kumar (KK) World Economic Forum The World Bank Global Government Technology Centre Ministry of Electronics and Information Technology Government e Marketplace (GeM) #GovTech #DigitalGovernance #TheAgenticState #IndiaAI #DigitalPublicInfrastructure
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MISSION VALIDATED: We're seeing the first major trace of the Vaani Dataset's real-world impact! When we set out to create Project Vaani, our objective was simple: to encourage, enable, and strengthen speech model development in Indian languages far beyond the mainstream. Today, with the groundbreaking work of our key partner, SandLogic, we have proven evidence that Vaani is moving the needle in critical, real-world settings. Leveraging Vaani, Sandlogic achieved an incredible 55% relative reduction in Word Error Rate (WER) in real-world healthcare call analytics, directly impacting compliance and customer experience. This is not just a research win; it's a massive enterprise breakthrough. As Dr. Kruthika K R, a Founding Researcher at SandLogic, shares, "The Vaani dataset captures the richness of Indian speech and has helped us benchmark and enhance our models for stronger performance in both research and enterprise use cases." This success validates the entire Vaani vision! Read the full case study on how SandLogic achieved this massive leap in transcription accuracy and its implications for call center compliance and customer experience on our website: www.vaani.iisc.ac.in. Indian Institute of Science (IISc) | IT BT Department, Karnataka | India DST | SandLogic Raghu Dharmaraju | Bharadwaj Amrutur | Visruth Sanka | Prasanta Ghosh | Nihar Desai | Jigar Doshi | Sujith P | Kruthika K R #ARTPARK #VaaniBreakthrough #IndicAI #AIforBharat #SandLogic #KeyPartner #RealWorldImpact #SpeechTechnology
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Fascinating work by Ritul Gaur and his team at Digital Impact Alliance in putting together a case study on Digilocker's journey from idea to an app all of us use. Digilocker was a complex problem far beyond the tech and involved building deep partnerships with now thousands of independent organisations, building awareness both among citizens and agencies. Building Digilocker was easier than ensuring it's accepted as an identity by the traffic cop or airport authorities. For anyone curious how GovTech products of this scale and impact are envisioned, built and more importantly evangelised, the case-study helps have a closer look at everything that went into making this happen over a decade. Thanks, Ritul Gaur and DIAL team for bringing this together and inspire better DPI initiatives across the world.
📢 Publication Alert UCL teaching case | DigiLocker: India’s Digital Document Wallet 🔗 https://lnkd.in/gsVAGhqY After my stint at MeitY, working on India’s G20 DPI negotiations, I travelled to the US for UNGA. The week before, at a World Bank digital workshop in DC, almost every interaction with participants circled back to DPI. Fresh from the heavy lifting of negotiations, I had with me slide decks, briefing notes, and countless diagrams on all things DPI: identity, payments, and data. While most participants were already familiar with the first two, it was data sharing that sparked the most curiosity. To explain the idea of consent-based data sharing, I would pull out my phone and give a quick demo of DigiLocker, India's citizen wallet. Without fail, it captured everyone’s attention. The idea that citizens could securely store and share government & private issued documents in seconds always drew intrigue. Thats when I knew this story needed to be documented. Later, when I shared this with David Eaves , he told me that DigiLocker is the first thing he asks an Indian student in his class to show. That conversation led to several exchanges (and a dream come true to work together), and eventually, to this teaching case on how India built one of the most interesting examples of DPI. Based on first-hand accounts from those who built and scaled DigiLocker, the case explores how the platform came into being and the policy choices and trade-offs that shaped it: Build vs. Buy: Should governments build and operate digital infrastructure themselves, or enable a market of interoperable providers through shared standards? DigiLocker chose to build and operate in-house. Agility vs. Accountability: Operating as a Section 8 (not for profit) company allowed speed and experimentation, yet scaling to half a billion users now demands stronger oversight and institutional safeguards. Mandates vs. Voluntary Adoption: DigiLocker expanded through persuasion rather than strong regulatory mandates, a slower route that was built on ownership, product iterations and partnerships. As governments and institutions around the world explore their own DPI journeys, our hope is that this case will offers both practical insights and tradeoff questions to reflect on. If you would like to use it for teaching or workshops, feel free to reach out. The teaching notes are attached in the link. Grateful to Dr. RS Sharma, Abhishek Singh, Amit Ranjan, Robin Dhanwani, and Arghya Sengupta for sharing their time and perspectives to make this possible. And most importantly, a big thank you to my case manager Jordyn Fetter for attending every call, responding to every message, and helping through every dilemma. Digital Impact Alliance | UCL Institute for Innovation and Public Purpose (IIPP)
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DIB partners with HCLTech to accelerate the adoption of Artificial Intelligence across its ecosystem. https://lnkd.in/g2QAgjBf #DIB #HCLTech #ArtificialIntelligence #GITEXGlobal #IslamicFinance #GCCBusinessNews DIB HCLTech
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