A sovereign model factory for frontier AI systems — building India’s sovereign AI capability from data to deployment.
End-to-end ownership of datasets, models, architectures, and deployment pipelines.
Unified systems spanning text, speech, and vision — evolving toward omni-modal intelligence.
Compute-efficient architectures aligned with real-world constraints and deployment needs.
Production systems, deployment excellence, reliability, maintainability, cost-efficient inference.
Frontier architectures, efficient training paradigms, low-precision systems, research-to-deployment transition.
Security and Governance
Agriculture
Commerce
Education
Healthcare
Robotics and Science
We have developed an ultra-low bit quantization technique that achieves state-of-the-art performance on a variety of tasks. This technique is a major breakthrough in quantization and has the potential to revolutionize how we train and deploy models.
To appear in Conference on Parsimony and Learning, Tubingen, 23-27th March 2026. CPAL'26.