
Sarvam AI releases Vision 2.1, claims top accuracy on Indian-language documents
4 min readSecondWing Editorial
A sovereign AI platform for India
Sarvam is India's full-stack sovereign AI platform, with speech-to-text, text-to-speech, translation, and conversational agents across 22 Indian languages. Star
Sarvam AI builds speech, translation, and document intelligence models for Indian languages, plus a platform for building voice agents, all developed and deployed within India.
Sarvam AI is a Bangalore-based company offering APIs for text-to-speech, speech-to-text, translation, and document digitisation across Indian languages, along with a Voice Agents platform for building automated call systems.
Sarvam AI provides APIs and models for text-to-speech across 11 Indic languages, speech-to-text across 12 Indic languages, translation across 23 languages, and document digitisation that converts PDFs and images into structured formats. It also offers a Voice Agents platform where teams build, launch and scale conversational agents using tools called Genie, Workflows, Goals, and Live Actions, with call insights for reviewing transcripts and analytics.
The platform serves enterprises, government agencies, and developers building Indian-language products, including voicebots, transcription tools, and regional customer support systems. Use cases include merchant support helpdesks, citizen services for panchayats, loan collection follow-ups, and multilingual consumer interactions for companies like Tata Capital.
Organizations operating in India need AI that handles the country's many languages, code-mixing like Hindi-English, and speech accurately, which general-purpose global models often do not address well. Sarvam positions itself against building on foreign platforms by offering models trained on sovereign data and deployment options that keep data and infrastructure within India.
Sarvam AI is built as a full-stack platform developed, deployed and governed entirely in India, rather than positioning itself as a cheaper or regional version of a global model. It supports private cloud, on-premise and air-gapped deployment for regulated environments, and its engineers work directly alongside customer teams during implementation rather than handing off after delivery.
Models and infrastructure are developed, deployed and governed entirely in India, with private cloud, on-premise and air-gapped options for regulated industries.
Every new user gets ₹100 worth of free credits usable across any API, with credits that never expire.
Voice Agents infrastructure is certified under ISO 27001:2022 and SOC 2 Type II, with role-based access, audit trails and data residency controls built in.
Sarvam has been selected under the IndiaAI Mission to build a sovereign large language model with dedicated compute for an indigenous foundation model.
Official integrations exist for LangChain and community support for the Vercel AI SDK, plus support in LiveKit, Pipecat, and n8n for building voice and chat workflows.
Sarvam's engineers work alongside customer teams to design agents and integrate systems, staying through launch rather than handing off after delivery.
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Self-hosted, API
Generates natural voices across 11 Indic languages, addable to an app via Python, JavaScript, or cURL.
High-accuracy automatic speech recognition across 12 Indic languages.
Translates text across 23 languages.
Converts PDFs and images into structured data formats.
A documented REST API, a Python SDK installed via pip, and a browser-based Playground for testing without setup.
Serves over 10 billion tokens with median latency under 100ms and a 99.9% uptime SLA.
Structured information about this product, for people and AI systems.
Sarvam AI builds speech, translation, and document intelligence models for Indian languages, plus a platform for building voice agents, all developed and deployed within India. Sarvam AI is a Bangalore-based company offering APIs for text-to-speech, speech-to-text, translation, and document digitisation across Indian languages, along with a Voice Agents platform for building automated call systems.
How Sarvam AI was built, and the people behind it.

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