HCL Tech Bets $367 Million on AI Infrastructure

HCL Technologies Ltd plans to invest up to ₹3,500 crore, or about $367 million, in artificial intelligence data centers in India, marking a sharp departure from the asset-light strategy its chief executive defended less than a year ago.

The technology services firm said on Monday, 13 July, that the facilities could eventually provide as much as 50 megawatts of capacity. The investment will be made through a newly incorporated subsidiary and additional units created for the business.

HCL Tech did not disclose the proposed locations, construction schedule or initial capacity.

The move gives HCL Tech ownership of physical computing infrastructure as it seeks to offer clients an integrated package spanning data-center capacity, software, cloud operations and managed AI services.

It also represents a reversal from the position outlined by Chief Executive Officer and Managing Director C. Vijayakumar in October 2025.

“We strongly believe in an asset light business model,” Vijayakumar had told analysts at the time. He said HCL Tech saw a large opportunity in designing and managing AI infrastructure built by technology companies, governments and enterprises “without having to invest in big assets and data centers and real estate.”

HCL Tech has now concluded that shortages of AI-ready computing capacity, demand for locally hosted systems and the push for sovereign control over data justify owning some of the infrastructure itself.

“The convergence of AI-led demand, supply constraints and push for digital sovereignty presents a compelling opportunity for us to emerge as a full-stack AI technology solutions provider,” Vijayakumar said in Monday’s announcement.

The company said the investment would complement its existing expertise in data-center design, DevOps, AI cloud operations and software. The aim is to serve companies and governments seeking infrastructure for training AI models and running them in production.

Traditional Indian technology services companies have generally favored businesses built around engineering talent, software and managed services rather than capital-intensive ownership of land, buildings, power systems and computing equipment.

AI is complicating that model. Training and operating advanced systems requires large clusters of graphics-processing units, extensive cooling and reliable power.

Companies that control such capacity may be able to capture more of the spending generated by AI projects rather than limiting themselves to implementation and management fees.

For HCL Tech, the investment could strengthen its ability to offer infrastructure and services under a single contract.

It may also give the company more control over computing availability, performance and data residency for customers that do not want workloads hosted entirely on global public-cloud platforms.

The trade-off is higher capital intensity. Data centers require substantial upfront spending and may take time to reach profitable utilization.

Reuters cited an analyst as saying the investment could modestly weigh on near-term cash flows, although it would allow HCL Tech to participate across more of the AI value chain.

HCL Tech has not disclosed expected revenue, returns, utilization levels or anchor customers for the proposed facilities.

The commercial value of the plan will therefore depend on how quickly it can secure workloads and whether demand remains strong as more data-center capacity enters the Indian market.

The company said India’s installed data-center capacity could rise to between 5 GW and 7 GW by 2030 from about 1.8 GW, with AI infrastructure accounting for a significant share of the expansion.

The projection appeared in HCL Tech’s announcement, which did not identify an external source for the estimate.

The plan was unveiled alongside HCL Tech’s results for the quarter ended 30 June. Revenue rose 13.9% from a year ago to ₹34,579 crore, although constant-currency growth was a more modest 2.6%.

Advanced AI revenue increased 62.1% to $171 million, while new contract bookings reached a first-quarter record of $2.4 billion.

HCL Tech retained its full-year forecast for constant-currency revenue growth of 1% to 4% and an operating margin of 17.5% to 18.5%.