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From Sarvam AI to 18,000 GPUs: Inside India’s ₹10,371 Crore Mission to Build Its Own Artificial Intelligence

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Author: GIN Technology Desk Published: May 14, 2026

India’s Union Cabinet has approved the IndiaAI Mission with a total budget outlay of ₹10,371.92 crore — and the money is already moving. What started as a policy document is rapidly becoming physical infrastructure, funded research, and working AI products. The goal, as Prime Minister Narendra Modi’s government has framed it, is straightforward but historically ambitious: make AI in India, and make AI work for India.

At the heart of the mission is the question of compute — the raw processing power on which all artificial intelligence is built. The IndiaAI Compute Portal now provides access to over 18,693 GPUs, supplied by approved vendors including Jio Platforms, Tata Communications, E2E Networks, Yotta Infrastructure, and CtrlS, among others. The portal gives startups, universities, researchers, and government bodies affordable access to high-end processors including Nvidia H100, H200, AMD MI300x, and Intel Gaudi 2 chips — hardware that until recently was available only to well-capitalised global technology companies.

The pricing has been deliberately kept accessible. Accessing standard GPUs through the portal costs ₹115.85 per hour, while more powerful chips are priced at ₹150 per hour — a fraction of what comparable compute costs on international cloud platforms. For a PhD student in Bhopal or a two-person AI startup in Indore, this is transformative.

One of the mission’s most consequential decisions was the selection of twelve AI startups — including Sarvam AI, Soket AI, Gnani AI, and the IIT Bombay-led BharatGen consortium — to develop India’s first large multimodal foundation models using Indian languages and data. In April 2025, Sarvam AI was separately selected to build India’s first sovereign large language model, with capabilities spanning reasoning, voice interaction, and multilingual understanding across India’s 22 scheduled languages.

The mission is structured around seven pillars covering AI compute infrastructure, datasets, foundation models, application development, future skills, startup financing, and safe and trusted AI governance. On the skills side, the IndiaAI FutureSkills programme supports 500 PhD fellows, 5,000 postgraduate students, and 8,000 undergraduate students, with 31 Data and AI Labs already launched in Tier-2 and Tier-3 cities in association with NIELIT and industry partners.

The geopolitical logic behind the mission is as important as the technical ambition. India imports the vast majority of its AI infrastructure — chips, models, cloud services — from the United States and China. The IndiaAI Mission is an explicit attempt to reduce that dependency, building sovereign capability that cannot be switched off by export controls or geopolitical friction. The focus is on creating AI technologies that are multilingual, context-aware, and tailored to India’s unique social and economic landscape — not simply adapting Western models for Indian users, but building from the ground up with Indian data, Indian languages, and Indian problems in mind.

India is not the first country to attempt national AI sovereignty. But with 1.4 billion citizens, one of the world’s largest pools of STEM graduates, and a government willing to put over a billion dollars behind the mission, it may be the most consequential attempt yet.

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Affordable Foldables and 5G for Everyone: How India’s Smartphone Market Is Being Democratised in 2026

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Author: GIN Technology Desk Published: May 14, 2026

Just a few years ago, a foldable smartphone in India meant spending upwards of ₹1,00,000 — a price point accessible only to a thin slice of urban professionals. That barrier has now been shattered. The Ai+ NovaFlip 5G, which officially went on sale this week, is priced at ₹29,999, making it India’s most affordable flip phone and triggering what industry watchers are calling a “foldable for everyone” moment.

The device features a 6.9-inch AMOLED inner display and a functional 3-inch cover screen, powered by the MediaTek Dimensity 7300X chipset — a processor specifically optimised for the dual-screen power demands of foldable form factors. Durability is rated to MIL-STD-810H standards, typically reserved for mid-to-premium devices. Meanwhile, OnePlus has simultaneously opened open sales of its Nord CE6, offering a 144Hz display and AI productivity tools at a similarly competitive price point.

The trend reflects a broader democratisation of premium technology in India. Jio and Airtel’s 5G networks now cover over 700 Indian cities, and the average cost of 1GB of mobile data in India remains among the lowest in the world at approximately ₹8–10. This infrastructure, combined with competitive hardware pricing, means that for the first time, a daily-wage worker in Tier-2 cities like Bhopal, Patna, or Coimbatore has access to the same connectivity speeds as a tech executive in Mumbai.

India’s 5G market is projected to touch $24.1 billion by the end of 2026, growing at a compounded annual rate of nearly 59 per cent. For brands competing in this market, the battleground has shifted decisively from flagship exclusivity to mass-market affordability — and the Indian consumer is winning.

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India’s UPI Crosses 22 Billion Monthly Transactions, Cementing Its Status as the World’s Most-Used Payment Rail

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Author: GIN Technology Desk Published: May 14, 2026

In a milestone that few could have imagined a decade ago, India’s Unified Payments Interface has surpassed 22 billion transactions in a single month, according to figures released in early May 2026. The number — larger than the combined monthly transaction volumes of Visa and Mastercard in Asia — cements UPI’s position not just as India’s preferred payment method, but as the world’s most scaled digital payments infrastructure.

The platform, built by the National Payments Corporation of India (NPCI) and launched in 2016, was originally designed to simplify bank-to-bank transfers using a mobile phone number. Today, it processes everything from roadside chai payments to international remittances, and is being actively adopted in countries including Singapore, France, and the UAE.

Technology analysts attribute UPI’s explosive growth to three factors: near-zero transaction fees, deep smartphone penetration powered by affordable Jio and Airtel data plans, and the Indian government’s push for a cashless economy following the 2016 demonetisation. “UPI proved that a public digital infrastructure, if designed right, can outperform private alternatives at scale,” said a senior fintech analyst based in Bengaluru.

The Reserve Bank of India has also been expanding UPI’s capabilities. Credit-line-on-UPI, which allows users to spend from pre-approved credit limits directly through the interface, is now live with several major banks. UPI Lite, designed for offline and low-connectivity environments, has begun rollout in rural districts across Bihar, Rajasthan, and Odisha.

For India’s 500-million-strong digital payment user base, 22 billion transactions is not a ceiling — it is a launchpad.

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India Is Building Its Own Chip — But Can It Survive the Hard Part?

Fabs are rising in Gujarat. Partners are committed. ₹76,000 crore is on the table. So why are India’s top engineers still losing sleep?GIN Desk · May 12, 2026 · ginmedia.co.in New Delhi: Somewhere on the outskirts of Dholera, Gujarat, on a flat stretch of land that was scrubland three years ago, the most strategically important construction project in India’s industrial history is quietly taking shape. The Tata Electronics semiconductor fabrication facility — India’s first commercial chip fab — is expected to begin trial production runs by late 2026, with full commercial output targeted for 2027. Built in partnership with Taiwan’s Powerchip Semiconductor Manufacturing Corporation (PSMC), the plant will initially manufacture chips at the 28-nanometre process node — not cutting-edge by global standards, but critically relevant for the majority of chips used in automobiles, industrial equipment, consumer electronics, defence systems, and telecommunications infrastructure. A second fab — the CG Power plant in Sanand, Gujarat, in partnership with Japan’s Renesas Electronics and Thailand’s Stars Microelectronics — is progressing in parallel, targeting analog and mixed-signal chips used in power management and sensing applications. A third facility, the Kaynes Semicon plant in Sanand, will focus on OSAT (Outsourced Semiconductor Assembly and Testing), the packaging and testing stage of chip production. The India Semiconductor Mission, launched with a ₹76,000 crore government incentive package in 2021, has finally moved from policy announcement to concrete and steel. Why semiconductors matter more than almost anything else The global chip shortage of 2021-2023 — which idled automobile factories, delayed laptop shipments, and disrupted supply chains across every sector — delivered a blunt lesson to every government on earth: a nation that cannot make its own chips is a nation whose economy can be held hostage by events ten thousand kilometres away. India currently imports semiconductors worth approximately $24 billion every year — making chips the country’s third-largest import category after crude oil and gold. Nearly 70 percent of those imports come from Taiwan and South Korea. The geopolitical risk embedded in that dependency — given the Taiwan Strait tensions that have persisted through 2025 and into 2026 — is not lost on New Delhi. For India’s defence sector, the dependency is even more acute. The Tejas Light Combat Aircraft, the Arjun Main Battle Tank, the Pinaka rocket system, and virtually every modern radar and communications platform used by the Indian Armed Forces depend on chips that India currently cannot make domestically. The Ministry of Defence has explicitly identified semiconductor self-reliance as a national security priority. The talent problem nobody wants to talk about Here is where the nervousness begins. Building a semiconductor fab is, arguably, the most technically complex industrial undertaking in modern manufacturing. It requires not just massive capital investment and cutting-edge equipment — it requires thousands of highly specialised engineers and technicians who know how to operate, maintain, and optimise equipment that costs hundreds of millions of dollars per unit. India currently does not have that workforce at scale. A 2025 assessment by the India Electronics and Semiconductor Association (IESA) estimated that India would need approximately 85,000 trained semiconductor professionals by 2030 to support its fabrication ambitions. Today, fewer than 12,000 Indians hold relevant qualifications and work experience. Several IITs have launched dedicated semiconductor engineering programmes, and MeitY has funded the establishment of chip design centres at universities in Bengaluru, Hyderabad, and Pune. But academic programmes take years to produce graduates, and semiconductor manufacturing experience cannot be taught in a classroom — it is acquired over years of factory-floor exposure. The Tata and CG Power fabs are addressing this partially by deploying PSMC and Renesas engineers in leadership and training roles for the first three to five years of operation, a model similar to how South Korea and Taiwan built their own semiconductor industries in the 1980s and 1990s — by learning from foreign partners before gradually indigenising the knowledge base. The equipment chokepoint There is a second problem that sits above even talent: equipment. Advanced semiconductor manufacturing requires extreme ultraviolet (EUV) lithography machines — equipment so specialised that only one company in the world, the Dutch firm ASML, makes them, and each machine costs approximately $350 million. India’s 28nm fabs do not yet require EUV machines — that node can be achieved with older deep ultraviolet (DUV) lithography. But the moment India aspires to produce chips at 7nm or below — the process nodes used in smartphones, AI accelerators, and advanced military hardware — it will face the same equipment dependency that has made chip manufacturing a geopolitical flashpoint worldwide. This is not a near-term problem. It is a medium-term one. And the engineers and policymakers driving India’s semiconductor mission are watching the ASML supply situation, the US-China chip war, and the Taiwan question with a clarity of focus that goes well beyond the commercial. The bigger picture India’s chip ambition is not about competing with Taiwan or South Korea in the global semiconductor market. Not yet. It is about insurance — building enough domestic capability that the next global supply shock does not bring Indian manufacturing to its knees. By that more modest standard, the progress is real. Three fabs under construction. A government with genuine political will. A diaspora of Indian semiconductor engineers in Silicon Valley and TSMC’s fabs in Taiwan who are beginning, slowly, to look homeward. The hard part, as always in India, is not the beginning. It is the sustained, patient, unglamorous execution that follows. — GIN Desk | ginmedia.co.in

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Fabs are rising in Gujarat. Partners are committed. ₹76,000 crore is on the table. So why are India’s top engineers still losing sleep?
GIN Desk · May 12, 2026 · ginmedia.co.in

New Delhi: Somewhere on the outskirts of Dholera, Gujarat, on a flat stretch of land that was scrubland three years ago, the most strategically important construction project in India’s industrial history is quietly taking shape.

The Tata Electronics semiconductor fabrication facility — India’s first commercial chip fab — is expected to begin trial production runs by late 2026, with full commercial output targeted for 2027. Built in partnership with Taiwan’s Powerchip Semiconductor Manufacturing Corporation (PSMC), the plant will initially manufacture chips at the 28-nanometre process node — not cutting-edge by global standards, but critically relevant for the majority of chips used in automobiles, industrial equipment, consumer electronics, defence systems, and telecommunications infrastructure.

A second fab — the CG Power plant in Sanand, Gujarat, in partnership with Japan’s Renesas Electronics and Thailand’s Stars Microelectronics — is progressing in parallel, targeting analog and mixed-signal chips used in power management and sensing applications. A third facility, the Kaynes Semicon plant in Sanand, will focus on OSAT (Outsourced Semiconductor Assembly and Testing), the packaging and testing stage of chip production.

The India Semiconductor Mission, launched with a ₹76,000 crore government incentive package in 2021, has finally moved from policy announcement to concrete and steel.

Why semiconductors matter more than almost anything else

The global chip shortage of 2021-2023 — which idled automobile factories, delayed laptop shipments, and disrupted supply chains across every sector — delivered a blunt lesson to every government on earth: a nation that cannot make its own chips is a nation whose economy can be held hostage by events ten thousand kilometres away.

India currently imports semiconductors worth approximately $24 billion every year — making chips the country’s third-largest import category after crude oil and gold. Nearly 70 percent of those imports come from Taiwan and South Korea. The geopolitical risk embedded in that dependency — given the Taiwan Strait tensions that have persisted through 2025 and into 2026 — is not lost on New Delhi.

For India’s defence sector, the dependency is even more acute. The Tejas Light Combat Aircraft, the Arjun Main Battle Tank, the Pinaka rocket system, and virtually every modern radar and communications platform used by the Indian Armed Forces depend on chips that India currently cannot make domestically. The Ministry of Defence has explicitly identified semiconductor self-reliance as a national security priority.

The talent problem nobody wants to talk about

Here is where the nervousness begins. Building a semiconductor fab is, arguably, the most technically complex industrial undertaking in modern manufacturing. It requires not just massive capital investment and cutting-edge equipment — it requires thousands of highly specialised engineers and technicians who know how to operate, maintain, and optimise equipment that costs hundreds of millions of dollars per unit.

India currently does not have that workforce at scale.

A 2025 assessment by the India Electronics and Semiconductor Association (IESA) estimated that India would need approximately 85,000 trained semiconductor professionals by 2030 to support its fabrication ambitions. Today, fewer than 12,000 Indians hold relevant qualifications and work experience.

Several IITs have launched dedicated semiconductor engineering programmes, and MeitY has funded the establishment of chip design centres at universities in Bengaluru, Hyderabad, and Pune. But academic programmes take years to produce graduates, and semiconductor manufacturing experience cannot be taught in a classroom — it is acquired over years of factory-floor exposure.

The Tata and CG Power fabs are addressing this partially by deploying PSMC and Renesas engineers in leadership and training roles for the first three to five years of operation, a model similar to how South Korea and Taiwan built their own semiconductor industries in the 1980s and 1990s — by learning from foreign partners before gradually indigenising the knowledge base.

The equipment chokepoint

There is a second problem that sits above even talent: equipment. Advanced semiconductor manufacturing requires extreme ultraviolet (EUV) lithography machines — equipment so specialised that only one company in the world, the Dutch firm ASML, makes them, and each machine costs approximately $350 million.

India’s 28nm fabs do not yet require EUV machines — that node can be achieved with older deep ultraviolet (DUV) lithography. But the moment India aspires to produce chips at 7nm or below — the process nodes used in smartphones, AI accelerators, and advanced military hardware — it will face the same equipment dependency that has made chip manufacturing a geopolitical flashpoint worldwide.

This is not a near-term problem. It is a medium-term one. And the engineers and policymakers driving India’s semiconductor mission are watching the ASML supply situation, the US-China chip war, and the Taiwan question with a clarity of focus that goes well beyond the commercial.

The bigger picture

India’s chip ambition is not about competing with Taiwan or South Korea in the global semiconductor market. Not yet. It is about insurance — building enough domestic capability that the next global supply shock does not bring Indian manufacturing to its knees.

By that more modest standard, the progress is real. Three fabs under construction. A government with genuine political will. A diaspora of Indian semiconductor engineers in Silicon Valley and TSMC’s fabs in Taiwan who are beginning, slowly, to look homeward.

The hard part, as always in India, is not the beginning. It is the sustained, patient, unglamorous execution that follows.

— GIN Desk | ginmedia.co.in

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