L&T Lands Mega NVIDIA B300 AI Factory Deal: Why It Matters

Larsen & Toubro (L&T) has entered India’s fast growing AI infrastructure market with a mega order valued in the ₹10,000 crore to ₹15,000 crore range to build an NVIDIA B300 AI Factory at its Chennai data centre campus.

The facility is planned to house 10,000 NVIDIA B300 GPUs, making it one of the largest single cluster AI infrastructure projects announced in India.

The project has been secured by Vyoma.AI, an L&T company, through its AI infrastructure subsidiary LTN Compute, for US based AI cloud company Together AI.

Beyond the size of the order, the project signals L&T’s move into a rapidly developing part of the technology infrastructure industry.

Key Takeaways

• L&T has secured a mega AI infrastructure order: The project is valued between ₹10,000 crore and ₹15,000 crore under L&T’s order classification.

• The Chennai facility will use 10,000 NVIDIA B300 GPUs: It will support AI training, fine tuning and inference through Together AI’s cloud platform.

• The deal expands L&T’s AI ambitions: LTN Compute plans to develop hyperscale data centres, sovereign cloud services and GPU as a Service infrastructure across India.

L&T NVIDIA Deal: What Is the Mega Order?

The L&T NVIDIA deal marks the engineering and infrastructure company’s entry into the AI Factory business.

The project will be developed at Vyoma.AI’s Chennai data centre campus in Kanchipuram, with LTN Compute responsible for building the AI ready infrastructure.

L&T ₹10,000 Crore to ₹15,000 Crore Order

L&T classifies an order between ₹10,000 crore and ₹15,000 crore as a Mega order.

The company has not disclosed the exact value within that range, so it would be inaccurate to describe the project as a confirmed ₹15,000 crore contract.

The facility is expected to combine several layers of infrastructure needed for large scale AI computing:

• Accelerated computing

• High performance networking

• Ultra low latency interconnects

• High throughput parallel storage

• AI infrastructure operations

• Hyperscale data centre capacity

The Chennai campus is described as a gigawatt scale AI infrastructure site. Phase 1 is designed for 250 MW, with power infrastructure readiness of 150 MVA.

This is significant because AI factories require much more than large numbers of GPUs.

They need substantial electricity, cooling, networking, storage and operational systems to keep computing resources working efficiently.

The project therefore represents a broader infrastructure buildout rather than simply an order for NVIDIA GPUs.

It also gives L&T an opportunity to apply its existing engineering and infrastructure capabilities to the rapidly expanding AI computing market.

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NVIDIA B300 India Project and the AI Factory Opportunity

The planned NVIDIA B300 AI Factory will have a capacity of 10,000 GPUs and is expected to power Together AI’s AI native cloud platform.

The platform will support large scale inference, fine tuning and training workloads.

Why 10,000 NVIDIA B300 GPUs Matter

AI models require substantial computing resources during both development and deployment.

Training and fine tuning can involve large amounts of data and intensive calculations, while inference requires computing capacity to respond to users and applications.

By combining 10,000 NVIDIA B300 GPUs with high speed networking, storage and supporting infrastructure, the Chennai facility is designed to provide an integrated environment for these workloads.

The project also reflects the changing nature of India’s data centre market. Traditional data centres primarily focused on hosting applications and storing information.

AI focused facilities require infrastructure designed around accelerated computing and much higher power requirements.

For L&T, this creates a new business opportunity through its subsidiary LTN Compute. The company is developing AI ready digital infrastructure through several areas, including:

• Hyperscale AI data centres

• Sovereign cloud platforms

• AI Factory services

• GPU as a Service

• Managed AI platforms

These services could allow governments, enterprises, cloud providers and AI developers to access computing resources without building every part of the infrastructure themselves.

The project therefore fits into the wider AI infrastructure India story. As companies and governments look to expand AI capabilities, access to reliable computing capacity will become increasingly important.

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Why the L&T Mega Order Matters for India’s AI Boom

The L&T mega order is important not only because of its size but also because it highlights the growing infrastructure requirements behind India’s AI ambitions.

India’s AI Factory Expansion

The development of large AI factories can help provide the computing capacity needed for domestic companies, global technology firms and public sector organisations.

Instead of depending entirely on overseas infrastructure, more computing capacity located in India could support local workloads and potentially improve access to AI services.

Together AI’s involvement also gives the project an international dimension.

The US based AI cloud company is working with L&T to establish large scale AI infrastructure in India, while L&T provides engineering and infrastructure capabilities.

L&T Chairman and Managing Director S N Subrahmanyan described the project as a significant milestone in the company’s Gigawatt AI Infrastructure Mission.

Together AI Co founder and CEO Vipul Ved Prakash also highlighted the scale of the infrastructure investment required to make AI more widely accessible.

What It Could Mean for L&T

The project could strengthen L&T’s order book while opening a new business segment beyond its traditional infrastructure activities.

The company is already developing capabilities across data centres, cloud infrastructure and digital services through its subsidiaries.

The financial impact will ultimately depend on project execution, revenue recognition and future orders.

One large contract alone does not establish the long term profitability of the AI Factory business.

Still, the announcement shows that L&T sees AI infrastructure as a major growth area. The company also indicated that additional orders could be in the pipeline.

L&T shares ended the referenced Thursday session at ₹4,051.20 on the NSE, up 0.78% from the previous close of ₹4,020. The stock reached an intraday high of ₹4,070.70 and a low of ₹3,990.

Read Also: Nvidia NVDA Flat in 2026: Is Goldman Right to Stay Bullish?

Conclusion

L&T’s NVIDIA B300 AI Factory project represents an important step in the company’s expansion into AI infrastructure.

The ₹10,000 crore to ₹15,000 crore mega order will support a 10,000 GPU facility at the company’s Chennai data centre campus for Together AI.

With Phase 1 designed for 250 MW and power infrastructure readiness of 150 MVA, the project demonstrates how large the physical infrastructure requirements behind modern AI can be.

For India, the project adds to the development of domestic AI computing capacity and could support enterprises, governments and technology companies seeking access to large scale AI resources.

For L&T, it opens a new growth area through AI factories, hyperscale data centres and GPU as a Service.

Investors and market watchers should still assess execution, future demand and financial results rather than relying solely on the size of the announcement.

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Disclaimer: The views expressed belong exclusively to the author and do not reflect the views of this platform. This platform and its affiliates disclaim any responsibility for the accuracy or suitability of the information provided. It is for informational purposes only and not intended as financial or investment advice.

FAQ

What is the L&T NVIDIA deal?

The L&T NVIDIA deal involves building a large AI Factory at L&T’s Chennai data centre campus for Together AI. The project is valued in the ₹10,000 crore to ₹15,000 crore range.

How many NVIDIA B300 GPUs will the AI Factory have?

The planned facility will have a capacity of 10,000 NVIDIA B300 GPUs and will support AI training, fine tuning and inference workloads.

Where will the NVIDIA AI Factory India project be located?

The AI Factory will be hosted at Vyoma.AI’s data centre campus in the Chennai and Kanchipuram region of Tamil Nadu.

What is LTN Compute?

LTN Compute is an L&T subsidiary focused on developing AI ready digital infrastructure. Its activities include hyperscale AI data centres, sovereign cloud platforms, AI Factory services, GPU as a Service and managed AI platforms.

How much is the L&T mega order worth?

L&T has classified the project as a Mega order, which under its classification system means a value between ₹10,000 crore and ₹15,000 crore. The company has not disclosed the exact contract value.

Disclaimer: The views expressed belong exclusively to the author and do not reflect the views of this platform. This platform and its affiliates disclaim any responsibility for the accuracy or suitability of the information provided. It is for informational purposes only and not intended as financial or investment advice.