Google in the enterprise
As of November 5, 2026. Every figure links to its source; company-reported numbers are labeled as such.
Google sells AI to businesses through Google Cloud in three layers: rented computing power, including its own custom AI chips (TPUs); access to its Gemini models for companies building their own AI products; and ready-made tools such as Gemini Enterprise, an AI assistant and agent platform for office staff. In Q3 2026 Google Cloud revenue roughly doubled to $30.7 billion, up 103% year over year, and operating income more than tripled to $11.1 billion. The order book of signed but not yet delivered contracts reached $561 billion, and Alphabet says it expects to recognize more than 55% of that within two years. These are company-reported figures.
Google's clearest strength is AI infrastructure. CEO Sundar Pichai credited the quarter to "huge demand" for AI infrastructure and strong demand for TPU systems. Anthropic has signed for about 3.5 gigawatts of next-generation TPU capacity starting in 2027, and Apple has agreed to build its next Apple Foundation Models on Gemini. On the software side, Google Cloud chief Thomas Kurian says nearly 90% of the Fortune 100 use Gemini Enterprise. Recent rollouts include BNP Paribas (65,000+ employees) and Cognizant (100,000 staff this year, rising to 200,000). The US Defense Department has also added Gemini to its GenAI.mil platform.
What to watch: part of the growth comes from one-off TPU hardware sales, which management says will keep showing up in revenue through 2027. Alphabet has warned of near-term pressure on Cloud margins from renting third-party computing capacity. Spending is enormous: capital spending hit a record $51.4 billion in the quarter, free cash flow was negative for a second straight quarter, and the finance chief says 2027 spending will rise significantly. Google remains the third-largest cloud provider, behind AWS and Microsoft Azure.
Key numbers
| Measure | Figure | As of | Source |
|---|---|---|---|
| Google Cloud quarterly revenue | $30.7B (up 103% year over year) | Q3 2026 | Google Cloud revenue doubles to $30.7bn, beating forecasts (The Next Web) |
| Google Cloud operating income | $11.1B (36.2% margin, up from 23.7%) | Q3 2026 | Alphabet (GOOGL) Q3 2026 Earnings Call Transcript (The Singju Post) |
| Cloud backlog (signed, not yet delivered) | $561B (more than 55% expected within two years) | Q3 2026 | Google Cloud revenue doubles to $30.7bn, beating forecasts (The Next Web) |
| Fortune 100 using Gemini Enterprise | Nearly 90% | Q3 2026 | Alphabet (GOOGL) Q3 2026 Earnings Call Transcript (The Singju Post) |
| Gemini Enterprise paid seats | 8M+ seats at 2,800+ companies | Q4 2025 (last disclosed) | Alphabet plots massive CapEx increase for 2026 (Constellation Research) |
| AI usage through Google's model services | Nearly 32B tokens (units of text) per minute, more than 4x a year earlier | Q3 2026 | Google Cloud revenue doubles to $30.7bn, beating forecasts (The Next Web) |
What it sells to businesses
| Gemini Enterprise | Company-wide AI assistant and agent platform that lets employees search, analyze and automate work across company data and apps. |
| Vertex AI / Gemini Enterprise Agent Platform | Platform for businesses to build, customize and run their own AI applications and agents on Gemini and other models. |
| Cloud TPUs (Tensor Processing Units) | Google's custom AI chips, rented through Google Cloud or sold as systems, for training and running large AI models. |
| Gemini Enterprise for Customer Experience | AI agents for contact centers and customer service, such as handling calls and appointment requests. |
| Google Workspace with Gemini | Gemini AI built into Gmail, Docs, Sheets, Meet and other workplace apps. |
| Google Security Operations and Wiz | AI-assisted cybersecurity products for detecting and fixing threats across a company's cloud systems. |
Named customers and deployments
| Customer | What they did | When | Source |
|---|---|---|---|
| BNP Paribas | Deploying Gemini Enterprise to more than 65,000 employees (company-reported). | Oct 2026 | Alphabet (GOOGL) Q3 2026 Earnings Call Transcript (The Singju Post) |
| Tata Steel | Built 300+ AI agents in nine months; Google says customer service times were cut by 50%. | Oct 2026 | Alphabet (GOOGL) Q3 2026 Earnings Call Transcript (The Singju Post) |
| American Express | Expanded partnership with Google Cloud on contact center modernization and AI-driven (agentic) commerce. | Oct 2026 | Alphabet (GOOGL) Q3 2026 Earnings Call Transcript (The Singju Post) |
| Ulta Beauty | AI shopping assistant that Google says delivers a 3x higher conversion rate. | Oct 2026 | Alphabet (GOOGL) Q3 2026 Earnings Call Transcript (The Singju Post) |
| Deutsche Telekom | Consolidating data from 40+ legacy in-house systems onto Google's BigQuery data platform. | Oct 2026 | Alphabet (GOOGL) Q3 2026 Earnings Call Transcript (The Singju Post) |
| US Department of Defense | Added Gemini 3.1 Pro to GenAI.mil, its internal generative AI platform, which has 1.3 million active users and 100,000+ AI agents built. | Apr 2026 | Pentagon adds Google's latest model to GenAI.mil as usage soars (Pulse) |
| Macquarie Bank | Rolled out Gemini Enterprise across its entire Australian retail banking business. | Oct 2025 | Macquarie Bank rolls out Gemini Enterprise within business (techpartner.news) |
Partnerships
| Partner | Deal | When | Source |
|---|---|---|---|
| Anthropic (with Broadcom) | Anthropic will use about 3.5 gigawatts of next-generation Google TPU capacity via Broadcom starting in 2027, on top of 1 gigawatt supplied in 2026. No total dollar value was disclosed. | Apr 2026 | Anthropic signs Google and Broadcom compute deal (The Next Web) |
| Apple | Multi-year deal under which Apple's next-generation Apple Foundation Models, including a revamped Siri, will be built on Gemini. Terms were not disclosed; Bloomberg earlier reported about $1B a year, which is unconfirmed. | Jan 2026 | Apple hopes to save Siri from laughingstock status with infusion of Google Gemini (The Register) |
| Cognizant | Bringing Gemini Enterprise to 100,000 Cognizant staff this year, scaling to 200,000, and selling it jointly to clients in retail, healthcare, media and financial services. | Jul 2026 | Cognizant expands Google Cloud partnership to put Gemini Enterprise into 200,000 hands (MarketScale) |
| Blackstone (Crux AI) and Oracle | Google cited a joint venture with Blackstone, Crux AI, to offer TPU systems, and a TPU system partnership with Oracle, widening where its AI chips are sold. | Oct 2026 | Alphabet (GOOGL) Q3 2026 Earnings Call Transcript (The Singju Post) |