Google's Global AI Offensive: A $15 Billion India Hub and a Seoul Research Campus Converge

Alphabet launches $15B India AI hub and first overseas DeepMind R&D campus in Seoul, unveils TPU 8 chips amid shifting cloud market dynamics.

Alphabet is embarking on an unprecedented global expansion of its artificial intelligence infrastructure, with two major international projects coming into focus just as the company prepares to report its first-quarter earnings. The moves underscore a strategy that blends massive capital deployment with geopolitical positioning — and they come at a moment when the competitive landscape is shifting in Google's favor.

A Two-Continent AI Buildout

On April 28, Alphabet broke ground on its largest AI infrastructure project outside the United States — the "India AI Hub" in Visakhapatnam, Andhra Pradesh. The sprawling 600-hectare site will host a hyperscale data center initially capable of one gigawatt of computing power, with plans to scale to five gigawatts over time. The total investment commitment stands at $15 billion over five years, and the project is expected to create between 5,000 and 6,000 direct jobs. Alphabet is partnering with AdaniConneX and Nxtra by Airtel on the development, which will leverage Visakhapatnam's role as a landing point for submarine cables connecting India to Singapore.

But India is only one piece of the puzzle. In a separate development, Google and DeepMind have signed a memorandum of understanding with South Korea's Ministry of Science to establish an AI research campus in Seoul — the first time Google and DeepMind have built an R&D hub outside the United States. The campus, slated to open later this year, will integrate Google into Seoul's "K-Moonshot Project," a government initiative targeting breakthroughs in quantum computing, semiconductors, and biotechnology by 2035. DeepMind CEO Demis Hassabis has signaled willingness to deploy at least ten engineers from the US headquarters to staff the facility.

New Silicon Hits the Market

The infrastructure push is being powered by Alphabet's latest generation of custom chips. On April 22, at Google Cloud Next, the company unveiled its eighth-generation tensor processing units: the TPU 8t, designed for training large models, and the TPU 8i, optimized for inference.

The TPU 8t scales into "superpods" of 9,600 chips, delivering 121 exaflops of computational power — triple the performance of its predecessor. The TPU 8i comes with 288 GB of high-bandwidth memory and offers an 80% improvement in performance per dollar. Both chips were developed in collaboration with Google DeepMind and are expected to be available later this year.

A Cloud Market in Flux

The timing of these investments coincides with a tectonic shift in the cloud computing landscape. Microsoft has lost its exclusive licensing rights to OpenAI technology, meaning the ChatGPT developer can now distribute its models through competing platforms, including Amazon Web Services and Google Cloud. While Microsoft retains a non-exclusive license through 2032, the previous revenue-sharing arrangements have been terminated. The market reaction was swift: Microsoft shares fell nearly 3%, while Alphabet's stock gained ground.

For Google Cloud, the opening of the OpenAI ecosystem represents a potential demand catalyst — and the segment is already firing on all cylinders. In the fourth quarter of 2025, Google Cloud revenue surged 48% to $17.7 billion, with the backlog of contracts reaching $240 billion, up 55% quarter over quarter. Analysts expect first-quarter 2026 cloud growth to land somewhere between 30% and 50%.

Earnings Under the Microscope

Alphabet will report its first-quarter results after US markets close on Wednesday, April 29. The consensus calls for earnings per share of $2.63 on revenue of roughly $107 billion — a year-over-year increase of nearly 19%. The company has beaten expectations for nine consecutive quarters.

Search remains the dominant revenue driver, accounting for 56% of total sales, while YouTube advertising is expected to grow more than 12%. The options market is pricing in a post-earnings swing of approximately 5.6%.

Wall Street remains overwhelmingly bullish. Of 31 analysts covering the stock, 26 rate it a buy. Evercore-ISI's Mark Mahaney, with a $400 price target, anticipates a modest beat, while BofA's Justin Post — who has a $370 target and calls Alphabet a "top pick" — expects strength in both search and cloud.

The Cost of Ambition

The aggressive expansion comes with a heavy price tag. Alphabet has guided for 2026 capital expenditures between $175 billion and $185 billion — nearly double the $91.4 billion spent in 2025. Depreciation charges rose 38% last year to $21.1 billion, and the CFO has warned that the pace of depreciation will accelerate further in 2026.

Some analysts caution that rising write-downs on new data center assets could crimp free cash flow in coming quarters. How severe that drag will be is a question management will need to address when it speaks to analysts after the earnings release.

The stock currently trades at around €299, just shy of its 52-week high and up more than 25% over the past 30 days. On a 12-month basis, the share price has more than doubled. At these valuation levels, the market is pricing in a narrative that the infrastructure spending will soon translate into accelerated cloud revenue growth. Wednesday's report will either validate that thesis or expose its fault lines.