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Sarvam's Multilingual Stack: Vision OCR Beats Gemini 3 Pro

Originally published on AI Tech Connect.

What Sarvam shipped in seven days Between 5 and 11 February 2026, ahead of the IndiaAI Impact Summit, Bengaluru-based Sarvam AI ran a launch streak almost designed to intensify pressure on the rest of the Indic-AI field. Four production-grade releases in a single week, each one targeting a layer of the stack that, until recently, builders shipping multilingual products in India and the United Kingdom either bought from US labs at premium prices or stitched together from open-weight components that did not really speak Marathi, Tamil or Bengali. The headline numbers — Vision OCR at 84.3% on olmOCR-Bench, Bulbul V3 with thirty-five-plus voices across eleven languages, Sarvam Audio supporting automatic speech recognition for twenty-two Indian languages — are the easy part to memorise. The…


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