Vivold Consulting
Funding & Deals

AI Central to Google's US$185bn Spending Plans

Google ties massive 2026 capex to 'AI Mode' product velocity and cheaper Gemini serving

Key Insights

Alphabet CEO Sundar Pichai said 2026 capex is expected at US$175bnUS$185bn, positioning infrastructure as the bedrock of Google's AI roadmap. Google also pointed to rapid shipping across AI features and claimed major efficiency gains, including a 78% reduction in Gemini serving unit costs over 2025 via optimisations and utilisation.

Stay Updated

Get the latest insights delivered to your inbox

Google is selling an AI flywheel: ship faster, serve cheaper, invest more

Google's framing is unusually direct: product momentum and cost efficiency justify extraordinary capex. This is the playbook for hyperscalers in 2026scale the platform while telling a credible performance story.

The platform improvements are the strategy

Google highlights rapid launch cadence across AI surfaces:

  • AI-first updates rolling into consumer products (and an increasingly agentic browser posture).

  • Search positioned as expanding with AI, rather than being displaced by it.

Under the hood, the real headline is efficiency


  • Google pointed to vertical integrationhardware plus softwareas a lever for lowering costs.

  • The company cited a steep drop in Gemini serving unit costs, implying that model efficiency is now a core competitive moat.

What developers and enterprises should take from this


  • Expect deeper integration of AI across everyday workflows (not just standalone 'AI apps').

  • Platform teams will push harder on cost-per-token, latency, and utilisation metricsthese become board-level numbers.

  • Cloud buyers should watch how capex translates into availability: more regions, faster provisioning, and stronger SLAs.

The question to keep asking

Is your AI stack getting cheaper per unit of value deliveredor are you just scaling spend? Google is betting the market will reward the former.

More in Funding & Deals

All Funding & Deals stories

Google's chief scientist walks: Jeff Dean leaves after 27 years, taking three legends with him

Jeff Dean, Google's chief scientist and 30th employee, is leaving after 27 years to found Discovery Loop, a public benefit corporation using AI to automate scientific research - taking co-founders Sanjay Ghemawat, Quoc Le (Google Brain), and Oriol Vinyals (DeepMind) with him. Google is a founding investor and cloud partner, supplying compute for at least the first year, with Radical Ventures and Khosla Ventures co-leading the seed. In the same announcement, Demis Hassabis steps down as DeepMind CEO to become chairman and Alphabet chief scientist, with Koray Kavukcuoglu taking over Gemini model development. Alphabet stock fell about 4%.

Anthropic signs a $10B, six-year compute deal with a startup that didn't exist last year

Anthropic has reportedly signed a $10 billion, six-year compute deal with Volta, an AI cloud startup founded only earlier this year, per Bloomberg. Volta is partnering with crypto-mining firm Bitdeer to develop the data centre - located in Norway, delivering 133 megawatts, and running Nvidia's Vera Rubin architecture - and is a member of Nvidia's Cloud Partner programme. It caps an aggressive capacity spree that also includes recent compute deals with SpaceX and Amazon, as Anthropic races rivals for the scarcest input in the industry.

Airtable sells for $1.28B after an $11B peak - the first big AI-era valuation reset in SaaS

Bending Spoons agreed to buy Airtable for $1.28 billion in cash (about $2.25B equity value including net cash) - its first acquisition since a July Nasdaq IPO at an $18 billion valuation. The reset is stark: Airtable raised over $1.4 billion and peaked above $11 billion in 2021, with secondaries reportedly at $4 billion earlier this year, even though ARR grew 20%+ year-over-year to roughly $480 million and it serves 500,000+ organisations including 80% of the Fortune 100. Bending Spoons - owner of Evernote, WeTransfer, Eventbrite, and Vimeo - typically buys at a discount, trims staff, and optimises for profit.