Agrani Labs looks to raise $108 million from Peak XV, Google and Samsung

Key takeaways

• Bengaluru-based AI semiconductor startup Agrani Labs is reportedly raising $108–110 million in a new funding round.
• The proposed investment could value the company at approximately $350 million.
• Peak XV Partners is leading the round and is expected to contribute more than half the capital.
• Google, Samsung Ventures and Stargazer, the investment vehicle associated with Groww’s founders, are also expected to participate, according to The Economic Times.
• Agrani is developing AI GPUs and software for enterprise and data-centre computing.
• The company plans to use the funding for chip development, research, engineering and product expansion.
• The fundraising has not yet been publicly confirmed by the company or the named investors.

Agrani Labs targets a $108–110 million funding round

Agrani Labs is approaching the final stages of a major fundraising exercise that could become one of India’s largest investments in a semiconductor startup. The Bengaluru-based company is reportedly seeking $108–110 million at a valuation of approximately $350 million, according to people familiar with the discussions cited by The Economic Times.

Peak XV Partners is leading the proposed investment and is expected to contribute more than half of the total funding. Google, Samsung Ventures and Stargazer are also expected to participate.

The transaction has reportedly been under discussion for several months and is expected to close over the coming month. However, the final investment amount, investor allocations and valuation could change before the deal is completed.

The proposed valuation represents a substantial increase from Agrani’s earlier funding stage. It also reflects growing investor interest in companies developing alternatives to established AI computing hardware providers.

Who is investing in Agrani Labs?

The proposed funding round brings together venture capital, technology companies and a new investment vehicle established by successful Indian entrepreneurs.

Investor	Reported involvement
Peak XV Partners	Leading the round; expected to contribute more than half
Google	Expected participant
Samsung Ventures	Expected participant
Stargazer	Expected participant; investment vehicle associated with Groww founders

Peak XV is already an investor in Agrani and backed its earlier seed funding. Its decision to lead the new round would represent a significant follow-on investment.

Google and Samsung Ventures bring strategic relevance because both operate in technology markets where AI computing hardware is increasingly important. Their reported participation could provide Agrani with access to industry relationships and potential commercial opportunities, although no specific partnership or customer agreement has been announced.

There is a difference between investor lists in contemporaneous media reports. While The Economic Times names Samsung Ventures, Moneycontrol’s November 3 report identifies HCLTech and 360 One alongside Google, Stargazer and Peak XV. The final investor group has not been independently confirmed by the company.

What is Agrani Labs building?

Agrani Labs is developing high-performance AI GPUs and an end-to-end software platform for enterprise and data-centre computing.

The company was founded by four semiconductor industry veterans:

• Dheemanth Nagaraj – Co-founder and CEO
• Ashok Jagannathan – Co-founder and Chief Architect
• Srikanth Nimmagadda – Co-founder and Chief Technologist
• Rajesh Vivekanandham – Co-founder and Chief Performance Architect

The founders have experience at major semiconductor companies, including Intel and AMD. The team is attempting to use that engineering experience to build computing hardware that can support the growing demand for artificial intelligence.

Agrani’s approach goes beyond designing processors. Its official website describes a full-stack AI computing platform that includes custom GPUs and software for enterprise and data-centre workloads.

This software layer is important because customers need more than a physical chip to operate AI systems. They also require compilers, libraries, frameworks and system software that allow applications to communicate efficiently with the hardware.

The company is therefore working on both the processing hardware and the software infrastructure needed to make it useful to developers and businesses.

Why Agrani wants compatibility with Nvidia’s CUDA

One of Agrani’s important technology goals is compatibility with Nvidia’s CUDA software ecosystem.

CUDA is Nvidia’s parallel computing platform and programming model. It allows developers to build and run applications using Nvidia GPUs and is widely used in AI development, scientific computing and data-centre workloads.

Nvidia’s dominance is supported not only by its hardware performance but also by the large ecosystem of developers, libraries and tools built around CUDA.

For a new chipmaker, competing against Nvidia means overcoming this software advantage as well as developing competitive processors.

Agrani’s strategy is to make its AI computing platform compatible with the CUDA ecosystem, potentially reducing the difficulty for customers who want to use alternative hardware.

If successful, this could make it easier for enterprises to evaluate Agrani’s products without having to completely rebuild their existing software infrastructure.

However, compatibility does not automatically guarantee identical performance, complete software support or seamless migration. The startup will need to demonstrate these capabilities through working products, developer adoption and real-world benchmarks.

Why AI inference chips are attracting investment

The growing demand for AI computing is creating opportunities beyond the processors used to train large AI models.

AI computing broadly involves two major activities:

AI training: This is the process of teaching a model using large datasets and computing resources. Training can require substantial processing power over extended periods.

AI inference: This happens after a model has been trained. It involves running the model to generate responses, make predictions, analyse information or perform tasks.

Inference is becoming increasingly important as companies deploy AI applications for customers and employees. Every chatbot response, document analysis, recommendation or automated workflow requires computing resources.

As AI applications gain users, companies need infrastructure that can deliver inference efficiently while managing electricity, hardware and operating costs.

This creates an opportunity for specialised chipmakers that can offer competitive performance and efficiency.

Agrani is attempting to enter this market with its own AI computing hardware and software platform. Its potential competitors include companies such as Groq and SambaNova Systems, alongside established chipmakers.

Valuation rises sharply from its earlier funding stage

Agrani’s proposed valuation has increased significantly during its fundraising journey.

The company raised an $8 million seed round led by Peak XV Partners, with participation from angel investors, according to its January 2026 public announcement.

Moneycontrol reported that Agrani was valued at approximately $160–200 million during discussions for a roughly $50 million funding round in September 2026.

The latest reported valuation of around $350 million would represent a substantial increase.

Funding stage	Reported funding	Reported valuation
Seed round, January 2026	$8 million	Around $35 million
September 2026 fundraising discussions	Around $50 million	$160–200 million
November 2026 proposed round	$108–110 million	Around $350 million

These are reported fundraising figures rather than a confirmed record of completed transactions. Valuations can also differ depending on whether they refer to pre-money or post-money values.

Nevertheless, the proposed round suggests that investors are assigning a much higher value to Agrani’s technology ambitions and development potential.

Groww founders enter India’s deeptech investment market

The proposed participation of Stargazer is another notable part of the funding announcement.

Stargazer is an investment vehicle associated with Groww founders Lalit Keshre, Harsh Jain, Ishan Bansal and Neeraj Singh. The founders have committed approximately ₹500 crore of their personal wealth towards investments in deeptech, artificial intelligence and consumer businesses.

Agrani is expected to be Stargazer’s first investment, according to Moneycontrol.

The move reflects a broader trend in India’s startup ecosystem. Entrepreneurs who built successful consumer internet businesses are increasingly directing capital towards semiconductor technology, space technology, AI and other capital-intensive sectors.

These businesses generally require longer development periods and specialised engineering talent. They also face higher technical and commercial risks than many software-first startups.

For Agrani, the participation of Stargazer could bring additional capital and connections to India’s startup ecosystem.

The Bigger Picture

India’s semiconductor ambitions are moving beyond attracting manufacturing facilities and building assembly capacity. Developing original chip architecture, processor designs and software ecosystems is also becoming an important part of the country’s technology strategy.

Agrani Labs represents this emerging category of Indian deeptech companies. Its focus on AI GPUs and enterprise computing places it in a global market dominated by companies with extensive engineering resources and established software ecosystems. A large funding round could give the startup more time and capital to develop its technology, but it does not guarantee commercial adoption or competitive performance.

Looking Ahead

Agrani’s immediate priorities will include advancing chip architecture, strengthening its software platform, expanding engineering teams and moving its products towards commercial deployment. Investors will also look for evidence that the company can deliver competitive performance and attract enterprise customers.

If the reported round closes at the proposed valuation, it will mark a major funding milestone for India’s semiconductor startup ecosystem. The more important long-term test, however, will be whether Agrani can turn its funding and engineering expertise into commercially successful AI computing products that can compete in international markets.