Artificial Intelligence · Profile from AI Research Companion
Alphabet (Google)
The search-and-advertising giant whose researchers invented much of modern AI (the transformer, large-scale deep learning on custom chips, AlphaGo and AlphaFold through Google DeepMind), which was caught flat-footed by ChatGPT in late 2022, stumbled publicly through 2023–24 (the Bard demo error, the Gemini image-generation pause, glue-on-pizza AI Overviews), and then recovered to become, by 2026, the only company that owns every layer of the AI stack at scale: its own chips (TPUs), a large public cloud, a frontier model family (Gemini), and distribution to billions of users through Search, Android, Chrome, YouTube and Workspace. Alphabet crossed a ~$4tn market value on 12 January 2026 (reported), the same day Apple confirmed that Gemini would power a rebuilt Siri. The questions hanging over it are whether AI answers cannibalise the search-ads machine that pays for everything, whether antitrust remedies loosen its distribution grip, and whether ~$200bn a year of capex earns a return.
At a glance
- Founded
- Google: 4 September 1998 by Larry Page and Sergey Brin (Stanford PhD students); Alphabet holding company created October 2015
- Headquarters
- Mountain View, California
- Ownership / structure
- Public (Nasdaq: GOOGL Class A, GOOG Class C). Class B shares (10 votes each) held mainly by Page and Brin give the founders majority voting control (~51% combined, reported; verify current figure). Segments: Google Services, Google Cloud, Other Bets (incl. Waymo)
- Leadership (2026)
- Sundar Pichai (CEO of Google since 2015 and of Alphabet since December 2019); Ruth Porat (President and Chief Investment Officer); Anat Ashkenazi (CFO since July 2024); Thomas Kurian (CEO, Google Cloud, since 2019); Demis Hassabis (CEO, Google DeepMind); Koray Kavukcuoglu (chief AI architect, 2025, verify title); Jeff Dean (chief scientist); Noam Shazeer (Gemini co-lead, rejoined 2024); Liz Reid (head of Search); Josh Woodward (Gemini app and Google Labs, from April 2025)
- AI products
- Gemini models (Pro, Flash, Flash-Lite, Nano; Ultra tier earlier) and Gemini app; AI Overviews and AI Mode in Search; Gemini in Workspace, Android, Chrome; Veo (video), Imagen and "Nano Banana" (Gemini 2.5 Flash Image), NotebookLM; Vertex AI and Gemini Enterprise (Google Cloud); Gemini API and AI Studio; Jules and Antigravity coding tools; Gemma open-weight models
- Compute
- TPU generations v1 (2015, inference) through v4 (2021), v5e/v5p (2023), Trillium/v6 (2024) and Ironwood/v7 (announced April 2025; pods up to 9,216 chips, 42.5 exaflops claimed, company); co-designed with Broadcom; also among Nvidia's largest buyers
- Scale
- Gemini app ~650m monthly users (Oct 2025), >750m (Feb 2026), ~950m (Jul 2026) (company claims; MAU, not comparable with ChatGPT's weekly users); AI Overviews ~2bn monthly users (Jul 2025, company); ~1.3 quadrillion tokens processed a month across surfaces (Oct 2025, company)
- Revenue and profit
- 2024 revenue ~$350bn; 2025 revenue passed $400bn for the first time (company). Q3 2026: revenue ~$127.6bn (+25%); Google Cloud ~$30.7bn (+103%) at a ~36.2% operating margin; Cloud backlog ~$561bn (CFO on the earnings call; total backlog ~$567.7bn) (reported; re-checked Nov 2026)
- Capex
- ~$52.5bn (2024); ~$91bn (2025); 2026 guided ~$175–185bn in February, raised in stages to ~$195–205bn by July and held in October 2026, with a "significant" increase signalled for 2027 (reported; re-checked Nov 2026 — press figures of >$300bn for 2027 are investor speculation, not guidance)
- Signature moves (incl. failures)
- TPU custom-silicon bet (2013–16); the transformer paper and the talent exodus (2017–); "code red" and the Bard demo error (2022–23); Brain–DeepMind merger and Gemini launch (2023); Anthropic investment and TPU deals (2023–26); Gemini image-generation pause (2024); AI Overviews launch and errors (2024–25); Character.AI licence-and-hire (2024); Windsurf licence-and-hire (2025); search and ad-tech antitrust remedies (2025–26)
10 strategic moves analysed
Each one gets a full strategy file in the companion: context, the decision, the financing, what happened, and the lesson.
2016
TPU Custom Silicon Bet
Launch (custom chip programme), later a compute-sales business
2017
Transformer Paper and the Talent Exodus
Model release / research publication (and the talent consequences)
2022
Code Red and the Bard Demo Error
Launch (rushed) / failure
2023
Anthropic Investment and TPU Deal
Funding round (minority investment) / compute deal
2023
Brain DeepMind Merger and Gemini Launch
Restructuring / model release
2024
AI Overviews Launch and Errors
Launch (with early failure and later expansion)
2024
Character AI Licence and Hire
Licence-and-hire ("reverse acqui-hire")
2024
Gemini Image Generation Pause
Launch, then withdrawal (product pause)
2025
Search and Ad Tech Antitrust Remedies
Regulatory action (antitrust remedies and litigation strategy)
2025
Windsurf Licence and Hire
Licence-and-hire ("reverse acqui-hire")