Model is designed to be multilingual, culturally aware, and optimized for India-specific use cases. It will serve industries including education, healthcare, finance, and governance, enhancing accessibility to AI-driven solutions for all.
We developed the Astra LLM Model for efficient, low-resource AI, reducing power and costs for greater accessibility.
Zero Imports | Powered by Green Energy, building a sustainable future for AI in India
AI Built for All, Secured in India - ensuring complete control over our technological destiny
AI That Empowers, AI That Belongs to India - fostering innovation and growth
Reducing Dependence on Foreign Technology through collaborative indigenous innovation
India stands at a crucial point in the global AI race. Unlike the U.S. and China with robust AI ecosystems, India faces significant challenges:
India has only 18,000–19,000 GPUs, compared to AI leaders using millions.
Critical infrastructure gap affecting AI development capacity
India lacks structured, AI-ready datasets required for LLMs.
Limited high-quality training data for AI models
95% of India's AI solutions rely on foreign cloud services.
Significant security and sovereignty concerns
AI training requires massive computational power.
Need for sustainable AI infrastructure
Our Approach to Overcome India's AI Limitations
AI is redefining global economies. While the U.S. leads with 43 foundation models and China with 19, India has none. Without strategic intervention, India risks:
India's heavy reliance on foreign AI models limits innovation, threatens data security, and hinders technological self-reliance
Foreign processing of India's sensitive data creates significant privacy risks and potential national security vulnerabilities.
Without indigenous AI capabilities, India risks falling behind in the global economy where AI drives growth and innovation.
Project Kalki
Without urgent intervention, India risks falling behind in AI innovation.
Balance CPU & GPU workloads for cost-effective AI development.
Efficiently structure and manage large-scale AI datasets.
Build AI solutions tailored for Indian governance & industries.
Collaborate with AI4Bharat to develop Indic AI models.
Empower MSMEs, startups, and research labs with AI infrastructure
Leverage renewable energy and refurbished hardware to power AI sustainably.
Establish AI infrastructure and research foundations
Scale AI infrastructure and expand capabilities
Implement and scale AI solutions nationwide
🚀 Outcome: AI-powered governance, national security, and self-reliance
Optimizes India's existing supercomputing resources (PARAM, AUM, NEC HPCs) for maximum efficiency and performance.
Balances CPU & GPU workloads strategically to achieve optimal cost efficiency and resource utilization.
Leverages Mixture of Experts (MoE) models to deliver enhanced performance and adaptability.
Optimizes India's existing supercomputing resources (PARAM, AUM, NEC HPCs) for maximum efficiency and performance.
Balances CPU & GPU workloads strategically to achieve optimal cost efficiency and resource utilization.
AI model development is primarily data collection & processing.
Leverage open-source datasets while building structured Indian datasets.
Use IndicNLP & IndicTrans models for Indian language AI.
National AI Data Repository to provide structured, high-quality datasets.
Collaborative efforts driving India's AI innovation ecosystem
Policy incentives for hybrid CPU-GPU AI training
Launch of a National AI Data Repository
Integration of AI4Bharat and NSM supercomputers
Public-sector funding under IndiaAI Mission
IT Giants (Reliance, Tata, Infosys) to support AI R&D
Cloud AI providers to enhance infrastructure scaling
Startup incubation programs to accelerate AI entrepreneurship
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We developed the Astra LLM Model for efficient, low-resource AI, reducing power and costs for greater accessibility.
The Government of India's National Strategy for AI (#AIforAll) envisions India as an AI powerhouse. Project Kalki directly contributes to this vision by:
By building India's first indigenous AI LLM without any hardware imports, Project Kalki is a true embodiment of Aatmanirbhar Bharat. We achieve this by:
AI models traditionally require massive computing power, leading to high energy consumption. Project Kalki ensures AI development without harming the environment, aligned with:
With India prioritizing data localization and security, Project Kalki ensures that India's AI future remains in India's hands.
With a team of 200+ AI experts, we are on a mission to create India's first Foundation AI Model that prioritizes sustainability sovereignty and inclusivity.
📢The Future of AI is Here. The Future of AI is India.