Alphabet Bets $85 Billion on AI Infrastructure as Cloud Revenue Surges and UK Regulators Circle

Alphabet’s $84.75B equity offering funds massive AI build-out, with 2026 capex up to $190B. UK rules threaten AI search monetization, while shares dip near oversold levels.

Alphabet is executing what may be the most aggressive capital allocation strategy in corporate history, raising $84.75 billion through an equity offering that was oversubscribed after strong institutional demand. The proceeds are earmarked almost exclusively for artificial intelligence infrastructure, with the company guiding for capital expenditures between $180 billion and $190 billion in 2026 alone — and signalling that spending will rise even further the following year.

The dilution, however, is manageable. The expanded raise represents less than 2% of outstanding shares, a relatively modest hit for a company of Alphabet’s market heft. Still, every basis point of dilution matters when shareholders are being asked to underwrite a build-out of this magnitude.

A Swedish Symbol of Scale

The concrete expression of this strategy was on display June 2 in the small town of Horndal, Sweden, where Alphabet formally broke ground on a new data centre. The facility is designed to feed excess heat into the local grid, and the company has set aside €5 million for education, sustainability and skills initiatives in the region. Nearly 60 Swedish suppliers are already involved in construction, and once operational, the centre will create 100 full-time jobs.

That project is a microcosm of a global push. Google Cloud’s first-quarter 2026 revenue surged 63% year on year, and its backlog topped $460 billion. The Gemini app now attracts nearly 900 million monthly users, and the consumer AI business posted its strongest quarter on record early this year. Alphabet is also pushing technical standards forward — it recently helped integrate the JPEG XL open image format into medical imaging protocols (DICOM), professional photo software and several operating systems.

Regulatory Headwinds in London

On the regulatory front, the UK’s Competition and Markets Authority is tightening the screws. Under the Digital Markets Competition Regime, publishers must be allowed to opt out of having their content appear in AI-powered search features such as Google’s “AI Overviews.” They can also block their material from being used for fine-tuning Google’s AI models and demand that AI-generated search results include clear source attributions with links.

These rules could structurally constrain Alphabet’s AI search product, especially in a market where monetisation of AI-driven results is still far from fully proven. The timing adds an extra layer of complexity as the company pours tens of billions into infrastructure that is partly meant to support those very products.

Stock Steadies, But Discount Persists

Alphabet shares closed at €317.90, up 2.61% on the day, and have gained roughly 18% year to date. Still, the stock sits about 9% below its 52-week high of €350.75 from May, and the relative strength index has dipped to near 40, suggesting an oversold condition. Earlier in the week the stock changed hands at €309.80, reflecting ongoing uncertainty around the capital raise and its implications.

The equity offering itself is being settled today, June 4, for Class A and Class C shares. Next up: the ex-dividend date on June 8, as Alphabet continues to maintain regular payouts despite the capex splurge. The true test for investors will come when the final terms of the raise — volume, price and timing — are fully priced in by the market. Until then, the question remains whether the market sees dilution as a fair price for owning a piece of what could become the world’s most formidable AI infrastructure network.