India's Sarvam AI Surpasses Google and ChatGPT in Innovation
TL;DR
- Sarvam AI is developing AI models specifically for Indian languages and use cases, focusing on compact and efficient designs for local deployment. Their recent launches, Bulbul V3 and Vision, demonstrate competitive performance against global AI systems on India-focused benchmarks, showcasing promising advancements for the region's technological landscape.
Sarvam AI: India's Answer to Global AI Models
Sarvam AI, based in Bengaluru, is developing language and voice models designed for Indian languages and use cases. Founded in 2023 by Dr. Vivek Raghavan and Dr. Pratyush Kumar, Sarvam AI focuses on creating compact, efficient models suitable for phones, call systems, and local languages. The company's goal is to build AI that works effectively within India's linguistic diversity and bandwidth constraints.
Sarvam AI's Approach to AI Development
Sarvam AI emphasizes careful data curation and task tuning to outperform larger, generic models on India-specific problems. Their product line includes small-to-medium sized language models, speech tools, and APIs for speech-to-text and text-to-speech. The firm argues that this focused approach can yield better results for specific tasks within the Indian context.
Outperforming Global AI Models
Sarvam AI's recent launches, including Bulbul V3 (a text-to-speech system) and Vision (an OCR/vision model), have demonstrated competitive performance against global systems on targeted, India-focused benchmarks.

Bulbul V3
Bulbul V3 recorded lower error rates on telephony-grade audio and better handling of numerals, named entities, and code-mixed text compared to several global TTS systems. These results are based on blind listening studies and automated error tests.
Vision
Early tests on document reading in Indian languages showed Sarvam AI’s Vision tool outperforming generalist models on some India-language OCR tasks. According to Pratyush Kumar, co-founder of Sarvam AI, Sarvam Vision achieved an accuracy score of 84.3 percent on the olmOCR-Bench, surpassing Gemini 3 Pro and DeepSeek OCR v2. The tool also scored 93.28 percent on OmniDocBench v1.5, demonstrating strong results on complex layouts, technical tables, and mathematical formulas.

Independent Verification and Significance
While Sarvam AI has presented data from blind listening studies and automated comparisons, it is important to note that vendor-led evaluations benefit from external replication to confirm rankings. Media reports suggest independent listener votes and large sample sizes for some tests. These results are notable as early evidence of Sarvam AI's capabilities.
Practical Applications and Future Prospects
Sarvam AI's tools offer potential benefits for Indian firms and public services, including cheaper, local-language voice agents and improved OCR for native scripts. The company collaborates with cloud partners and participates in government discussions on sovereign AI, potentially leading to increased adoption in government and telecom applications.

Bulbul V3 Details
Bulbul V3, Sarvam AI's text-to-speech AI model, is designed to generate natural and expressive voices for Indian languages. It supports 35+ voices across 11 Indian languages, with plans to expand to 22 languages.
Sarvam Samvaad: AI Agents for India
Sarvam AI offers Sarvam Samvaad, a platform to build, customize, and launch AI Agents tailored for India. These agents support 11 Indian languages and can be deployed across various channels, including phone calls, WhatsApp, web, and apps.

Sarvam Samvaad provides insights from every interaction, allowing users to track agent performance and analyze conversations.
Building with Sarvam AI
Sarvam AI enables users to create custom AI products and applications using Sarvam Models. The Government of India has selected Sarvam AI to develop India's sovereign foundational model.

Latest Research from Sarvam AI
Sarvam AI is actively involved in AI research, with projects like:
- Sarvam-M: A hybrid Indic model fine-tuned for Indian languages and reasoning tasks.
- Sarvam Translate: An open-weights model for text translation across 22 Indian languages.
- Sarvam-1: India’s first LLM for 10 Indian languages, trained on 2B parameters.
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