Turiyam Secures $4 Million to Accelerate Open Source GenAI Inference Infrastructure

Deep-Tech Investment for AI Sovereignty

Turiyam, a Bengaluru-based deep-tech startup, has successfully raised $4 million in Pre-Seed funding to accelerate the development of its high-efficiency AI inference platform. Led by Ankur Capital with participation from Micelio Fund, the investment marks a significant step for India's semiconductor ambitions. The company aims to provide a radically lower Total Cost of Ownership for enterprises deploying generative AI models. Unlike traditional manufacturers focused on model training, Turiyam targets the rapidly expanding inference market. The startup is building a full-stack solution that includes custom RISC-V hardware and a proprietary, CUDA-free software layer. This approach allows developers to bypass expensive, supply-constrained GPU ecosystems while maintaining high performance across various workflows.

Technical Breakthroughs in Inference

At the heart of the Turiyam technology is a hybrid memory architecture designed to solve the memory wall bottleneck in large language models. By combining SRAM and High Bandwidth Memory, their silicon targets a tenfold improvement in performance per dollar compared to current industry standards. This efficiency is critical for high-intensity workloads like real-time video analytics and large-scale audio processing. The company was founded by semiconductor veterans including CEO Sanchayan Sinha, formerly of Groq, and CPO Parag Jain. Their combined experience at industry giants like Nvidia, AMD, and Broadcom provides a strong foundation for building complex silicon from the ground up. The team is currently headquartered in Bengaluru with an additional presence in the San Francisco Bay Area.

Future Roadmap and Pilot Programs

Looking ahead, Turiyam plans to use the new capital to expand its engineering team and move toward early pilot deployments. Following the successful showcase of its prototype hardware at the India AI Impact Expo 2026, the company is now testing its solution in real-world data center environments. Enterprises can expect the first commercial-grade accelerators to emerge as the company scales its production pipeline in the near future. Turiyam's mission draws inspiration from India's successful digital public infrastructure like UPI and Aadhaar. By building an open platform, they intend to make high-performance intelligence accessible to billions of people rather than a select few. This vision positions them as a key player in the global movement toward sovereign AI capabilities that reduce reliance on proprietary stacks.