Big Tech’s AI Spending: Where The Money Is Coming From
AIThis post was created with the assistance of artificial intelligence (AI).

🔍 Read the full analysis: Big Tech’s AI Spending: Where The Money Is Coming From on ThorstenMeyerAI.com

Before you orderOffer from Amazon

Get the latest gadgets delivered free with Prime

  • Fast, free delivery on millions of items
  • Prime Video, Amazon Music and more included
  • Member-only deals all year
Start your free Prime trial Free trial for eligible customers · Cancel anytime
As an affiliate, we earn on qualifying purchases.

TL;DR

Microsoft has offered voluntary severance to about 60,000 employees in selected teams, while Meta has disclosed plans to raise as much as $95 billion through equity offerings. The moves show how the costs of expanding AI infrastructure are reaching workers and shareholders, though neither action alone establishes that AI spending is the sole cause.

Microsoft has offered voluntary exits to about 60,000 employees, while Meta outlined up to $95 billion in equity offerings, putting two different parts of the cost of Big Tech’s AI expansion in view: workers and shareholders. The announcements were made Monday, October 26, as both companies face large spending plans for infrastructure and other investments.

Microsoft’s offer covers eligible employees in participating teams in the United States, Canada, the United Kingdom and India, at level 70 and below. That is about 27% of the company’s 223,000 full-time employees as of June 30, 2026. The 60,000 figure describes the number who may qualify, not the number expected to leave. Microsoft has indicated that participation should be well below the roughly 30% take-up of its spring retirement offer.

The package uses Microsoft’s standard severance terms: pay based on tenure and level, continued vesting of stock for a period, healthcare coverage for a fixed period and career-transition support. Employees must decide by the first week of December, with departures set for December 31. The eligible groups include some employees working on Copilot and AI experiences, according to reporting cited by the source. Sales teams are excluded; published accounts differ on some other included and excluded groups.

Meta’s filing describes a financing plan in layers. The initial offerings total about $35 billion: $22.5 billion in Class A stock through forward sales and $12.5 billion in mandatory convertible preferred securities. Meta also plans a separate $60 billion at-the-market program in new non-voting Class C shares, expected to begin in early 2027. The company had not yet set up that program as of the October 26 filing. Meta’s prospectus says the offerings support continued investment in AI infrastructure and personal superintelligence.

At a glance
reportWhen: Announced October 26, 2026; Microsoft e…
The developmentMicrosoft announced a voluntary exit offer for about 60,000 employees on the same day Meta disclosed plans for up to $95 billion in equity offerings.
Thorsten Meyer AI
26 October 2026

Infographic 01 · Two ways to pay

Buyouts for 60,000 people. Up to $95 billion in new stock.

On the same Monday, Microsoft opened a voluntary exit window and Meta launched its largest equity raise. What each offer actually contains.

Microsoft pays with people

Voluntary Exit Offer, memo of 26 Oct 2026

60,000eligible, about 27% of 223,000 staff
Dec 31leaving date; decide by the first week of December
  • Where: US, Canada, UK, India; level 70 and below (up to general managers, some VP titles) company figure
  • Teams in: AI experiences, Copilot, finance, HR, Xbox, Windows + Devices unnamed source
  • Teams out: sales; outlets also name marketing, data centers, security, some engineering
  • Package: standard severance: base pay by tenure and level, stock vesting continues, healthcare for a fixed period, career help company figure
  • Take-up: no target; expected well below the ~30% of the spring retirement offer

Meta pays with shareholders’ money

Financing plan, SEC filing of 26 Oct 2026

  • Class A common stockforward sale; cash on settlement by 19 Nov 2027$22.5B
  • Mandatory convertible preferredconverts around 15 Aug 2029$12.5B
  • At-the-market programnon-voting Class C, not before Q1 2027$60B

Total: up to about $95 billion. Nvidia, AMD and Broadcom indicated interest in up to $5.0 billion in total non-binding. The $60 billion program plan, not set up.

Different instruments, one bill: the AI build-out.Meta Q3 free cash flow −$2.12 billion; Microsoft property and equipment spending $115.9 billion in fiscal 2026

Sources: GeekWire, CNBC, Reuters (26 Oct 2026); Meta free writing prospectus (SEC, 26 Oct 2026); Meta Q3 2026 results (21 Oct 2026); Microsoft 10-K FY2026.
Powered by Thorsten Meyer AI

Who Pays for AI Infrastructure

The announcements illustrate how the financing burden for large technology projects can reach beyond corporate cash balances. Microsoft’s offer puts employees in the picture, while Meta’s planned share sales could dilute existing shareholders’ ownership if new shares are issued. Neither announcement, by itself, shows that AI spending directly caused a particular job offer or that the planned financing will all be spent on AI.

The pressure is visible in the figures reported for both companies. Microsoft added $115.9 billion to property and equipment in its last fiscal year, up from $64.6 billion the year before. Meta reported third-quarter free cash flow of negative $2.12 billion, compared with positive $10.63 billion a year earlier, while planning $135 billion to $145 billion in capital spending for 2026. Those figures help explain why investors and employees may focus on how the companies fund spending, but they do not establish that all spending or workforce decisions are attributable to AI.

For workers, the immediate question is whether to accept a voluntary package and leave at year-end. For Meta investors, the question is how much of the proposed financing will proceed and on what terms. The scale of the plans also makes upcoming financial disclosures relevant: they can show whether investment, cash generation and staffing are moving as the companies expect.

Products Worth Considering

Bose QuietComfort Headphones (2nd Gen), Wireless Noise-Cancelling Over-Ear Headphones, Eucalyptus Green

Bose QuietComfort Headphones (2nd Gen), Wireless Noise-Cancelling Over-Ear Headphones, Eucalyptus Green

Logitech MX Master 4 for Mac, Ergonomic Bluetooth Mouse with Haptic Feedback, Ultra-Fast Scrolling, USB-C Charging, for MacOS, iPadOS, Windo

Logitech MX Master 4 for Mac, Ergonomic Bluetooth Mouse with Haptic Feedback, Ultra-Fast Scrolling, USB-C Charging, for MacOS, iPadOS, Windo

As an affiliate, we earn on qualifying purchases.

Two Companies, Different Financing Moves

Microsoft’s voluntary offer is part of a series of workforce changes, not its only staffing action this year. The company ran a voluntary retirement program in the spring for about 8,750 eligible U.S. employees; roughly 30% accepted, according to GeekWire reporting cited by the source. Microsoft recorded a $900 million charge for that program. Chief people officer Amy Coleman said the take-up reduced the scale of subsequent layoffs. Microsoft cut 4,800 jobs in July, while it also made more than 15,000 job cuts in 2025.

Microsoft’s headcount rose from about 144,000 in June 2019 to 221,000 in June 2022, then reached 228,000 in 2024 and 2025 before falling to 223,000 in June 2026. Acquisitions, including Nuance and Activision Blizzard, contributed to that longer-term growth. Over the latest year, reported staffing declined in product research and development, sales and marketing, and general and administration; operations, which includes data-center operations, remained at 89,000.

Meta’s proposed sale is a capital-markets approach rather than a workforce program. Its October 26 free writing prospectus lays out both near-term offerings and the later planned share-sale program. The two announcements therefore should not be treated as equivalent: Microsoft is offering eligible staff a choice to leave, while Meta is seeking to raise funds by issuing or arranging sales of securities.

“This offer gives eligible employees who may be considering a future outside the company a new choice to make that transition now with support.”

— Amy Coleman, Microsoft chief people officer, in wording quoted by GeekWire and Reuters

What the Announcements Do Not Settle

Microsoft has not stated how many employees it expects to accept the offer, or disclosed the program’s expected total cost. The 60,000 figure is an eligibility estimate, and reports differ on the precise teams covered. Microsoft also says the offer does not replace layoffs, so the company’s staffing decisions may continue to change after December.

The available details do not establish that AI is the direct reason for the Microsoft program. The published descriptions of the internal memo do not mention AI, and Microsoft has said the offer does not mean it needs fewer people. Some eligible teams work on AI products, while the company’s broader workforce and capital spending have changed over time. Those facts provide context, not proof of a direct link.

Meta’s $95 billion is a maximum plan, not a statement that all the funds have already been raised. The additional $60 billion program is planned for 2027 and had not yet been established at the time of the filing. The final amount, timing, market conditions and effect on existing shareholders remain unsettled. The filing gives AI infrastructure and personal superintelligence as the stated purpose, but does not by itself show how the proceeds will be allocated across individual projects.

Upcoming Filings and Employee Decisions

Microsoft employees who qualify must decide by the first week of December. Those who accept are scheduled to leave on December 31. The company’s quarterly results, scheduled for October 28, may provide further information on spending and financial performance; the source material says the release may also shed light on the expected cost of the offer.

For Meta, investors will be watching for the completion details of the initial offerings and for the company to establish the planned Class C share program ahead of its expected early-2027 start. Further disclosures will clarify how much capital the company raises and whether the proposed timetable or terms change.

Neither development settles the longer-term question of whether AI-related investment will generate returns large enough to justify its cost. Future results, spending disclosures and workforce updates will provide more evidence, but the announcements on October 26 establish only the financing plan and voluntary offer currently described by the companies.

Key Questions

How many Microsoft employees are being offered voluntary exits?

About 60,000 employees may qualify across participating teams in the United States, Canada, the United Kingdom and India. That is an eligibility figure, not the number expected to accept.

What does Microsoft’s exit package include?

The reported terms match Microsoft’s standard severance: pay based on tenure and level, continued stock vesting for a period, healthcare coverage for a fixed period and career-transition services.

Is Meta raising the full $95 billion immediately?

No. The plan includes about $35 billion in initial offerings and a separate $60 billion at-the-market program in non-voting Class C shares planned for early 2027. The later program had not been set up as of the October 26 filing.

Do the announcements prove that AI caused Microsoft’s workforce offer?

No. Microsoft’s published memo passages reportedly do not mention AI, and the company said the offer is not a sign that it needs fewer people. The source material does not establish AI as the direct cause of the offer.

When will Microsoft employees need to decide?

Eligible employees are expected to decide by the first week of December. Employees who accept are scheduled to leave on December 31, 2026.

Source: ThorstenMeyerAI.com

You May Also Like

SenseTime Breaks Even And Turns Profit Thanks To AI Portfolio Gains

SenseTime signals it expects to record its first profit since its Hong Kong IPO, driven by gains across its AI portfolio. Full details pending official financial disclosure.

Could ByteDance’s Global Hiring Drive Strengthen Its AI Safety Work?

A report says ByteDance has formed an AI safety team and begun global hiring, but its remit, staffing target and authority remain unspecified.

Ways To Encourage Student Curiosity And Learning About AI

An OpenAI page title points to teaching through questions, but the available information does not reveal its advice, evidence or publication date.

17 Organizations Using AI To Accelerate Scientific Breakthroughs

Google.org says 17 organizations will share $36 million for AI research spanning climate, clean energy, batteries and health.