Explore the latest in machine learning, neural networks, and AI innovations from India
At its Epoch 2026 conference in Bengaluru on 30 July 2026, Sarvam AI said it is building a trillion-plus-parameter model from scratch in India and unveiled about 12 products, pitching sharply cheaper, India-hosted inference it calls "token sovereignty".
Manik Gupta
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HCLTech, AI startup Sarvam and the Odisha government have signed an MoU to build a ₹14,257 crore sovereign AI data centre in Bhubaneswar — HCLTech's first anywhere — pairing full-stack infrastructure with home-grown foundation models.
Manik Gupta
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CARPL.ai, an Indian-founded radiology-AI marketplace with over 300 applications from 100-plus partners, has raised $10 million in a Series A led by the World Bank's IFC to expand across North America, Europe and emerging markets.
Manik Gupta
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Minister Ashwini Vaishnaw told Parliament on 22 July 2026 that the IndiaAI Mission has identified 20 indigenous foundation models for support — 12 LLMs and eight SLMs, including Sarvam AI, Gnani.ai, BharatGen and Avataar AI — backed by 9.3 million subsidised GPU hours.
Manik Gupta
Author
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Prasanna Sankar, co-founder and former CTO of Rippling, has raised a $15 million seed round led by Y Combinator and Peak XV Partners for Vorflux, a San Francisco-headquartered, Bengaluru-engineered AI platform that automates software development end to end.
Manik Gupta
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Bengaluru''s SwitchOn has raised $8 million in a pre-Series B round led by IvyCap Ventures to scale its edge-based computer-vision systems, which catch manufacturing defects at production-line speed on four continents.
Manik Gupta
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TCS opened the Autonomous Engineering Lab, Powered by NVIDIA, in Bengaluru on 15 July 2026 — billed as India's first 'physical AI' hub, built to move industrial-AI and autonomous-mobility projects from pilots into production.
Manik Gupta
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Bengaluru's Emergent, whose AI agents build apps from plain-language prompts, raised $130 million at a $1.5 billion valuation on 15 July 2026 — a fivefold jump in six months that makes it India's third homegrown AI unicorn after Krutrim and Sarvam.
Manik Gupta
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Chennai- and Bengaluru-based Blurgs AI, founded by IIT Madras alumni, has raised $2.2 million led by Pravega Ventures and Shastra VC to expand its AI intelligence platforms for defence and commercial maritime markets. Its users already include the Indian Navy, Coast Guard, BEL, DRDO labs, Mumbai Port and Dubai Maritime City.
Manik Gupta
Author
AI product-design platform Noon has acquired Bengaluru's FinalRun, whose AI agents for mobile test automation topped Google DeepMind's Android World benchmark at 97.4% in April 2026. FinalRun's founders join Noon as Members of Technical Staff; terms were undisclosed.
Manik Gupta
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Bengaluru's ContraVault AI has raised $3.1 million led by Chiratae Ventures to apply language models to infrastructure tenders — a vertical-AI bet on the document-heavy world of construction bidding, already used by some of India's largest infrastructure firms.
Manik Gupta
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Bengaluru's Pramaana Labs has raised $27 million in one of India's largest AI seed rounds, led by Khosla Ventures, to pair language models with formal logic so high-stakes answers can be checked rather than simply trusted.
Manik Gupta
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iDEX offers up to ₹1.5 crore equity-free for defence deep tech; NERVE CoE pairs ₹50 lakh with direct GPU infrastructure for Agentic AI startups. Both programs hit deployment milestones this weekend. Here is how they work, why founders misread their value, and how to stack them strategically.
Manik Gupta
Author
On June 20 2026, the ICAANS 2026 consortium finalised frameworks marking India's formal institutional shift from pure deep learning toward Neuro-Symbolic AI for autonomous swarms. Here is a technical breakdown of the architecture, why it solves the hallucination problem that neural-only controllers cannot, and what it means for Indian defence AI.
Manik Gupta
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Detect Technologies' edge-native, CNN-driven asset-management software wins a TotalEnergies deployment, converting IIT Madras incubation into recurring European revenue in a predictive-maintenance market priced by multimillion-dollar downtime.
Manik Gupta
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SAP Labs India's Startup Studio Cohort 2026 takes no equity, instead offering ANSCER, Pulse Energy, QNu Labs and Drishya AI access to its ERP data and global channel to crack enterprise distribution.
Manik Gupta
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Reliance, Adani, Meta, Neysa and Yotta have committed tens of billions to Indian AI data centres in months. The binding constraint is not GPUs but power, and that determines who actually delivers.
Manik Gupta
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Ten weeks after open-sourcing two frontier models trained on subsidised IndiaAI compute, Sarvam closed a $234M Series B at $1.5B. It is the clearest validation yet of India's sovereign-model thesis.
Manik Gupta
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India's common compute pool now spans 38,000-plus GPUs at under ₹100 per GPU-hour after subsidy, a fraction of hyperscaler rates. It is the deliberate policy lever underwriting every sovereign-model bet.
Manik Gupta
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India funds twelve foundation-model efforts, not one. BharatGen's ₹1,058 crore anchors a portfolio spanning reasoning, voice and verticals, with voice-first as the real differentiation for a multilingual market.
Manik Gupta
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Adani and Jabil will build liquid-cooled AI racks and power gear in India, moving from hosting compute to manufacturing it, with an import-substitution and export bet on a $250B ecosystem by 2035.
Manik Gupta
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India's first GenAI unicorn paused its chips and frontier models, cut 200-plus roles and pivoted to enterprise AI cloud, a cautionary signal that pure foundation-model economics defeat even well-funded players.
Manik Gupta
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