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Sarvam shows the way, not the finish line

Financial Express Hyderabad

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February 28, 2026

SARVAM'S SHOWCASE AT the recent AI Impact Summit has brought India’s sovereign artificial intelligence (AI) ambitions into sharper focus, highlighting both the promise and the limits of the current approach.

- RISHI RAJ rishi.raj@expressindia.com

By demonstrating large language models, speech systems, document understanding tools, and on-device AI tailored to Indian conditions, the startup has put tangible form to a debate that has so far remained largely conceptual. At the same time, its emergence underscores a more difficult question that the AI push must now confront: whether building a domestic foundational model, by itself, is enough to compete in a global and capital-intensive Al market. In that sense, Sarvam has shown that India’s push under the IndiaAI Mission is directionally sound, but far from complete.What Sarvam has managed to do in a short span is noteworthy. Its models are designed to handle the country’s linguistic diversity, code-mixed speech, and unstructured documents—areas where global general-purpose models often struggle. In tasks such as optical character recognition (OCR) for Indian paperwork or speech recognition across Indian languages, the company’s tools appear better aligned with local realities than platforms such as ChatGPT or Google’s Gemini, which are built for global scale rather than regional nuance. This validates the core premise of a sovereign AI strategy, that domestic needs cannot always be served optimally by imported technology.

Financial Express Hyderabad

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