Document Understanding Powerhouse
Sarvam AI has introduced Sarvam Vision, a sophisticated model designed to decipher complex documents across 22 Indian languages. This powerful tool demonstrates
exceptional prowess in reading through intricate layouts, extracting data from tables, and comprehending content that blends multiple languages within scanned documents. Its architecture, built upon a substantial 3-billion-parameter foundation, enables it to grasp not only the textual information but also the visual structure of real-world Indic documents. In rigorous evaluations, Sarvam Vision has showcased superior performance, outperforming established giants like Google Gemini 3 Pro and ChatGPT in accurately recognizing text within challenging document formats. This advancement is a significant step towards making document processing more accessible and efficient for a diverse linguistic landscape.
Natural Speech Synthesis
Complementing Sarvam Vision, the company also launched Bulbul V3, a cutting-edge speech synthesis model focused on delivering natural-sounding voices for Indian languages. Initially supporting 11 languages and with plans to expand to 22, Bulbul V3 generates over 35 distinct voices, offering a rich palette for various applications. A key strength of this model lies in its remarkable ability to accurately handle sentences that incorporate mixed languages, numbers, and proper nouns, ensuring a fluid and authentic listening experience. In comparisons for 8 kHz (telephony) audio quality, Bulbul V3 has outperformed competitors like Cartesia, exhibiting strong stability metrics. While ElevenLabs still leads in general full-band audio quality, Bulbul V3 represents a significant leap forward in localized, natural-sounding voice technology for the Indian subcontinent.
Unified Language Handling
Both Sarvam Vision and Bulbul V3 possess the remarkable capability to process and understand content that seamlessly integrates multiple languages within a single input. This feature is crucial for the linguistic reality of India, where code-switching and multilingual communication are commonplace. Sarvam Vision's ability to interpret mixed-language text within documents, coupled with Bulbul V3's natural synthesis of such speech, creates a powerful synergy for applications requiring a comprehensive understanding of diverse linguistic inputs. This dual focus on handling the intricacies of Indian languages, from written documents to spoken word, positions Sarvam AI as a leader in the field of localized artificial intelligence solutions.
Accessibility and Future Outlook
In a move to foster adoption and further development within the AI community, Sarvam AI has made its Document Intelligence APIs available free of charge throughout February 2026. This initiative, alongside the impressive performance of their new models, underscores Sarvam AI's commitment to advancing technology for Indian languages. The competitive edge demonstrated by Sarvam Vision and Bulbul V3 against major global players signals a bright future for Indic language AI. As these models continue to evolve and expand their language support, they are poised to unlock new possibilities in communication, information access, and digital inclusion across India.














