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Industry

How Sarvam AI Could Unlock Mass Crypto Adoption for Non-English Users

Sarvam Vision’s high accuracy in 22 Indian languages could enable reliable on-chain verification, addressing key crypto adoption gaps in India.

Written By:
Dishita Malvania

Reviewed By:
Divya Mistry

Last updated: February 9, 2026 5:46 PM
Published 2026-02-09
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Last updated: February 9, 2026 5:46 PM
Published 2026-02-09
How Sarvam AI Could Unlock Mass Crypto Adoption for Non-English Users

Key Highlights

  • Language Access: Sarvam AI supports 22 Indian languages, enabling crypto wallets, DeFi, and NFT platforms for non-English users.
  • Identity & Blockchain: Aadhaar Vision 2032 integration with AI and blockchain improves KYC and fraud-resistant onboarding.
  • Sovereign Infrastructure: Digital Sangam AI Park mirrors DePIN principles, keeping data and compute within India for crypto-ready applications.

India is now one of the largest crypto markets in the world, both in terms of users and transaction volume. Industry estimates suggest that more than 90 million Indians have interacted with crypto in some form. But that headline number hides an important reality. 

Meaningful participation is still largely limited to English-speaking users in urban centres, while vast sections of the country remain on the sidelines.

At this stage, access is no longer the main issue. Exchanges are easy to open, wallets can be downloaded in minutes, and on-chain transactions are just a few clicks away. The main challenges today are no longer about access. Instead, they come from language barriers, weak identity verification, and the absence of reliable digital infrastructure. 

Sarvam AI, a Bengaluru-based company focused on Indic-language technology and sovereign digital systems, is relevant here. While the company does not directly operate in crypto, the issues it is addressing mirror the same gaps that continue to slow crypto adoption in India.

Language is crypto’s biggest barrier

Most crypto platforms in India are still built for English-speaking users. Even when regional languages are offered, they are usually simple translations that do not capture the full complexity of crypto transactions. 

Wallets, exchanges, and DeFi platforms generally assume that users can read and understand English financial and technical terms. This puts non-English speakers at a clear disadvantage. And the consequences are real.

Tasks such as backing up a seed phrase, approving a smart contract, or checking transaction permissions are already risky, even for experienced users. When these steps are presented in a language the user does not fully understand, people tend to look for help elsewhere, such as Telegram groups, YouTube videos, or informal intermediaries. That dependency significantly increases the chances of mistakes, scams, and fund losses.

In many cases, the issue is not a lack of interest but lack of clarity. Until crypto products can communicate securely and accurately in Indian languages, large-scale, self-custodial adoption will remain out of reach.

Sarvam AI’s language systems focus on practical Indian usage rather than polished demos. Its models support all 22 scheduled Indian languages and are designed to handle accents, mixed-language speech, and real-world noise. 

In a crypto setting, this kind of tooling could support regional-language wallet interfaces, voice-based onboarding flows, or DeFi education content that users can actually understand.

For Tier-2 and Tier-3 cities — where much of India’s crypto activity already originates — language remains one of the biggest barriers between interest and independent usage.

Identity, biometrics, and blockchain infrastructure

One of the biggest hurdles for crypto adoption in India is verifying users’ identities.

Dr Vivek Raghavan, Co-Founder of Sarvam AI, is on the UIDAI expert committee for Aadhaar Vision 2032, a plan rolled out in late 2025 to strengthen India’s digital ID system. It combines AI, blockchain, and quantum-safe encryption to prevent issues like data tampering, identity fraud, and deepfakes.

Blockchain helps make these identity records secure and easy to verify. For crypto platforms, this is a key development because onboarding new users and meeting regulatory requirements remain slow, expensive, and often inconsistent.

More reliable digital identity systems could enable:

  • Faster and more accurate KYC for exchanges
  • Reduced fraud during wallet onboarding
  • Identity-linked access for regulated DeFi products

Sarvam AI’s experience in processing Indic-language documents becomes relevant here. Many Indian identity records are issued in regional scripts or appear as scanned or handwritten documents. Accurately interpreting this data is a prerequisite for any blockchain-based identity layer to function at scale.

Sovereign infrastructure and parallels with Web3

In January 2026, Sarvam AI signed an agreement with the Tamil Nadu government to set up India’s first Sovereign AI Park in Chennai. The project, called Digital Sangam, is designed to keep data, computing, and AI model development within the country.

While it isn’t a blockchain project, it shares some similarities with crypto infrastructure. The emphasis on using India-based computing power and controlling the infrastructure locally is similar to DePIN (Decentralized Physical Infrastructure Networks), which treats physical resources as assets to manage rather than rent out.

This setup could help Web3 developers with apps that need to process data locally. Think things like checking documents, verifying identities, or getting data feeds in local languages. They also think this project will create over 1,000 tech jobs and help India become more technologically independent.

Sarvam vision and data accuracy

Its Sarvam Vision model — a 3‑billion‑parameter system trained for Indian scripts — has achieved notable benchmark results. According to recent reports, Sarvam Vision scored 84.3% on the olmOCR‑Bench and 93.28% on the OmniDocBench v1.5, outperforming larger global models like Google Gemini 3 Pro and even ChatGPT on document intelligence tasks focused on Indian languages and layouts.

Reported benchmarks include:

  • 84.3% accuracy on the olmOCR-Bench
  • 93.28% accuracy on OmniDocBench v1.5

Sarvam AI is really accurate in 22 Indian languages. It can handle things like scanned docs, different writing styles mixed together, handwriting, and even tricky tables.

In the crypto world, automated systems often use outside data. If you have tools that can read documents or ID records, they can be trusted data sources, just like oracles in blockchain. Being able to process Indian language documents well could make on-chain verification easier, without needing to rely on systems or infrastructure from outside of India.

Why this matters for crypto adoption

Sarvam AI is not a crypto company, and none of these developments guarantee blockchain adoption. What they highlight instead is where India’s crypto growth is actually constrained.

The next stage of crypto adoption in India won’t come from new protocols alone. It will depend on whether users who don’t speak English can understand what they are signing, whether their identities can be verified smoothly, and whether the systems they rely on are secure and reliable.

Access to regional languages, strong identity systems, and local control over critical infrastructure could be the factors that decide whether crypto stays limited to a small group or reaches a much wider audience in India.

Also Read: South Korea’s FSS Launches Strict 2026 Crypto Oversight and AI Plan

Disclaimer: The information researched and reported by The Crypto Times is for informational purposes only and is not a substitute for professional financial advice. Investing in crypto assets involves significant risk due to market volatility. Always Do Your Own Research (DYOR) and consult with a qualified Financial Advisor before making any investment decisions.

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TAGGED:Artificial Intelligence (AI)Crypto Adoption
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Dishita Malvania - Senior crypto journalist at The Crypto Times
By Dishita Malvania
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Dishita Malvania is a Crypto Journalist with 3 years of experience covering the evolving landscape of blockchain, Web3, AI, finance, and B2B tech. With a background in Computer Science and Digital Media, she blends technical knowledge with sharp editorial insight. Dishita reports on key developments in the crypto world—including Litecoin, WazirX, Solana, Cardano, and broader blockchain trends—alongside interviews with notable figures in the space. Her work has been referenced by top digital media outlets like Entrepreneur.com, The Independent, The Verge, and Metro.co, especially on trending topics like Elon Musk, memecoins, Trump, and notable rug pulls.
Divya Mistry - Content Editor at The Crypto Times
By Divya Mistry
Follow:
Divya Mistry is a Content Editor with over 9 years of experience in news, PR, marketing, and research. Armed with a Master’s Degree in English Literature from the University of Mumbai, she specializes in crafting and refining long-form content across digital and print platforms. Over the years, Divya has contributed to and shaped content for leading brands across a range of industries, including real estate, healthcare, vertical transport, entertainment, lifestyle, education, EdTech, tech, and finance. Her research work has been featured on platforms like DNA India, Forbes, and Elevator World India. She now brings her editorial and research skills to explore the rapidly evolving world of cryptocurrency.

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