Sarvam.ai: India's Sovereign Generative AI Platform for Inclusive Innovation

Sarvam.ai is a full-stack, sovereign Generative AI platform dedicated to empowering India with locally developed, secure, and culturally intelligent AI solutions. Designed for governments, enterprises, and developers, it enables the creation of AI applications tailored to India’s linguistic and contextual diversity, offering advanced capabilities in multilingual conversational agents, translation, speech processing, and reasoning. With a strong focus on data sovereignty and on-premises, cloud, or edge deployment, Sarvam.ai ensures privacy, control, and high performance across 11+ Indian languages. Its cutting-edge models, including Sarvam-1 and Sarvam-M, deliver exceptional accuracy in math, programming, and natural language understanding, backed by rigorous training methodologies and open-source contributions. The platform provides a comprehensive API suite and supports real-time insights from interactions, making it ideal for scalable, responsible AI innovation.

Key Features:

• Sarvam Samvaad: Conversational AI agents that understand and respond naturally in 11 Indian languages.
• Sarvam-1: India’s first Large Language Model (LLM) for 10 Indian languages, trained on 2 billion parameters.
• Sarvam-M: A 24B parameter hybrid reasoning model fine-tuned for Indian languages and tasks like math and programming, outperforming several leading models.
• Sarvam Translate: Open-weights multilingual translation model supporting 22 Indian languages with high precision for idioms, cultural references, legal texts, and structured documents.
• Multilingual Support: Full capabilities across formal native scripts, code-mixed (Indic + English), and transliterated (Romanized) language formats.
• API Suite: Access to ASR, TTS, translation, and text parsing models via a robust API store.
• Secure & Sovereign Infrastructure: AI models developed, deployed, and governed entirely within India, ensuring data control and compliance.
• Deployment Flexibility: Supports cloud, on-premises, and edge deployment for optimal performance and privacy.
• Advanced Training Techniques: Uses SFT, RLVR, GRPO, and Slerp for model optimization and enhanced reasoning.
• Inference Optimization: Leverages TensorRT-LLM with FP8 quantization and lookahead decoding for fast, efficient performance.
• RAG System: Retrieval-Augmented Generation using Wikipedia to improve factual accuracy, achieving 72% correct responses on SimpleQA.
• Open-Source Commitment: Regular weekly releases of open-source models and technical reports under the IndiaAI Mission.
• Sarvam Circle: A collaborative initiative inviting researchers, institutions, and developers to co-create AI models in four tracks: research, domain-specific models, education, and social impact.
• Multilingual TTS: Custom Text-to-Speech with distinct voices for different sectors like healthcare, e-commerce, and legal use cases.
• Performance Insights: Detailed analytics and tracking for every interaction, including conversation analysis and model performance metrics.

Pricing: Sarvam.ai offers a freemium model with free access to select APIs and open-source models, while premium features, enterprise support, and advanced deployment options are available through paid subscription tiers.

Conclusion: Sarvam.ai stands at the forefront of India’s AI sovereignty movement, delivering powerful, culturally aware, and ethically built generative AI tools that are both inclusive and scalable. With a strong foundation in research, open collaboration, and real-world deployment, it is a transformative platform for building AI that truly serves India’s diverse population.