Exclusive: Turiyam.ai Raises $4 Mn To Build Full-Stack AI Hardware Platform

Bengaluru-based Turiyam.ai has raised $4 Mn (about ₹36 Cr) in its pre-seed funding round led by Ankur Capital and Axilor’s early stage investment fund Micelio Fund. 

The AI compute infrastructure-focused startup plans to use the capital to speed up product development, expand its team, and support early deployments with enterprises and data centres in India and overseas.

A part of the fresh capital will also be used to expand its R&D and for commercial deployments in the coming months.

Founded in 2024 by Sanchayan Sinha, Parag Jain and Praveen Jain, Turiyam.ai is a Bengaluru-based deeptech startup building AI compute infrastructure focused on AI inference – a stage where trained AI models are deployed to generate responses and run real-time applications at scale. 

Sinha told Inc42 that the startup is currently deploying its products in the pilot phase with select enterprises. 

Instead of concentrating on training large models, Turiyam.ai is trying to solve the issue of growing cost and energy challenges pertaining to running AI systems continuously in enterprises and data centres. 

It is developing a full-stack platform that combines custom hardware with integrated software, using a hardware-software co-design approach to improve performance and efficiency. 

Its architecture includes a hybrid memory design and a compiler-led optimisation layer aimed at maximising throughput for inference-heavy workloads, while improving performance-per-watt and lowering the total cost of ownership. 

By building both the underlying chip architecture and the software layer together, the startup aims to offer a more energy-efficient and cost-effective alternative to traditional GPU-centric AI deployments, positioning itself as an infrastructure player in the expanding AI and semiconductor ecosystem.

The funding comes at a time when investor interest in AI infrastructure and semiconductor startups is rising in India on the back of rapid advances and adoption of AI. At the ‘India AI Impact Summit 2026’ last month, IT minister Ashwini Vaishnaw said that India is set to attract more than $200 Bn in investments in AI over the next two years.

The likes of Adani Group and Reliance announced billions of dollars of investments in AI over the coming years.

India is home to over 150 native AI startups that have secured more than $1.5 Bn in funding since 2020. The country’s AI market is set to cross the $17 Bn mark by 2030.

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