By Matt Busel, who built the apps, crates and game he writes about · every number links to its source and every dataset is downloadable (methods) · corrections · featured in Kirino, gamebiz, This Week in Rust, New Mobile Life, By-Press
AI layoffs: firms that told the SEC AI cuts jobs lobby on AI for $37M

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Short answer: The AI layoff memo is also a lobbying document. Of the 18 companies whose 2025-26 SEC filings name AI as a reason they need fewer people, 7 also paid lobbyists on filings that name AI: $37.1M since January 2025, and $18.8M of it is Oracle. The same companies tell investors one story and tell Washington another, and nobody had put the two filings side by side until we joined them.
TL;DR: We found 35 companies whose SEC filings from January 2025 to October 2026 tie job cuts to AI, read every excerpt by hand, and matched all 35 against federal lobbying (LDA) disclosures. 18 of the 35 lobby in Washington and 13 of them file lobbying reports that name AI, worth $50.6M on those filings. Among the 18 that say outright that AI means fewer workers, Oracle, Accenture, HP, Block, Elastic, Coinbase and Cloudflare put $37.1M on AI-naming lobbying filings, out of $57.1M in total lobbying. The rules on AI and work are being written right now, and the people with a seat at that table are the ones doing the cutting. You can have one too: the data is below.
Key numbers
| What | Number | Source, checked Oct 28 2026 |
|---|---|---|
| Companies whose SEC filings tie job cuts to AI (Jan 2025 to Oct 2026, hand-verified) | 35 | SEC EDGAR full-text search |
| Of those, filings saying AI means fewer people are needed (Group A) | 18 | Tensorust review, data.csv |
| Group A firms that lobby federally | 10 of 18 | Senate LDA disclosures |
| Group A firms whose lobbying filings name AI | 7 | LDA |
| Spend on those AI-naming filings (whole-filing totals) | $37.1M | LDA |
| Oracle alone: AI-naming filings, spend | 52 of 158, $18.82M | LDA filing |
| All 35 firms: lobby / name AI / AI-filing spend | 18 / 13 / $50.6M | LDA |

Two filings, two stories, one company
To investors, the story is efficiency. Oracle's fiscal 2026 10-K describes a 2026 Restructuring Plan of employee severance carried out "including through the adoption and integration of AI technologies," with costs of up to $2.1B. Snap's CEO letter on a 16% cut says "rapid advancements in artificial intelligence enable our teams to reduce repetitive work."
To Washington, the story is policy. Oracle's lobbying reports list "General issues related to IT modernization, cloud computing, data and cyber security, AI." Accenture's say "Advocacy related to AI policy issues." HP's list "Issues related to artificial intelligence." Same quarters, same companies, different audience.
The mainstream frame on AI layoffs is a fight between workers and robots. That is the distraction. The main event is quieter: the firms that profit from the cuts are the ones in the room while the rules get drafted, and the record of it sits in two public databases nobody joins.
Follow the money: who is in the room
Oracle is the center of gravity. 52 of its 158 lobbying filings since 2025 name AI, and those filings carry $18.82M, more than the other six Group A lobbyists combined. Accenture follows at $7.06M on 45 of 101 filings, then HP at $6.03M and Block at $4.20M.
Two firms put AI on every single filing: Elastic (7 of 7) and Cloudflare (7 of 7). Block names AI on 66% of its filings. In the group that cut staff to fund AI rather than replace people with it, AMD leads with $8.64M on 32 of 45 AI-naming filings, then Autodesk, Pinterest, Tripadvisor, Atlassian and Zscaler.

Here is the steelman. Lobbying that names AI is mostly generic: export controls, federal cloud contracts, chip supply, "AI policy proposals." None of these filings says "protect our right to automate jobs," and the dollar figures are whole-filing totals, not money spent only on AI. All true, and we say so in the data.
It does not change the point. Whoever shapes the definitions of AI procurement, AI disclosure and AI liability shapes what a company has to tell anyone when it swaps people for software. The firms with $37M of seats at that table are the firms that already told the SEC they are doing the swapping. Nobody has proven a single bill was bent for layoffs. Our bet is it doesn't need to be: being in the room is the advantage.
The funnel nobody added up
Start with every SEC filing since January 2025 where AI and a job cut sit close together. We ran 24 EDGAR full-text phrasings, pulled 1,344 candidate companies, read the text windows by hand and kept only the 35 where the filing itself ties the cut to AI. Most hits were risk-factor boilerplate and were thrown out.
Then match all 35 to the Senate lobbying database. 18 lobby. 13 file reports that name AI. That is more than a third of the AI-layoff filers carrying an AI agenda to Congress or agencies.

The 17 that do not lobby are mostly small: FiscalNote, Latch, LiveOne, Amaze Holdings, Cyngn, Spok. They cut on AI and have no voice on the rules. That is the real split: not humans versus machines, but firms with a Washington budget versus firms without one.
Not every AI-cutter talks AI in Washington
FICO spent $6.45M on 48 filings and Snap spent $3.10M on 25. Neither filing set carries AI wording, even though both companies tied cuts to AI in SEC documents. Coinbase names AI on just 4 of 71.

That gap is its own signal. Some firms keep their AI story for investors and lobby on something else entirely. If you want to know what a company really thinks AI is for, read both filings. We did it for 35; the method works for any company.
What this means for you
If you build or work at a company being reshaped by AI, the rulebook is open for comment and the incumbents are already writing in it. The move today: download our data.csv (35 companies, the SEC excerpt, the LDA filing counts and spend), check your employer and your competitors, and read the actual LDA activity lines. Comment on proposed AI rules yourself: public dockets take submissions from anyone, and an engineer's comment with numbers carries weight.
The filings keep moving: new 8-Ks, new quarterly LDA reports. If you need to keep watching specific companies as conditions change, Company Watch ($99/mo) tracks SEC filings, federal lobbying and contracts for the companies you pick, and we keep fixing it at no extra cost until it does what it promises.
More in the same vein: all opinion pieces, AI industry coverage, American Express's 5% AI cut after $5.5B in buybacks, and who funds the anti-AI movement.
Not financial advice. Group A means the filing names AI as a reason fewer people are needed; lobbying dollars are whole-filing totals from LDA reports whose activity text names AI, and are our tally.
Sources
- Oracle, Form 10-K for fiscal 2026, SEC, 2026
- Snap, Exhibit 99.1 CEO letter, SEC, 2026
- Accenture, Form 10-K fiscal 2025, SEC, 2025
- HP Inc, Form 10-Q, Fiscal 2026 Plan, SEC, 2026
- Block, Exhibit 99.1, SEC, 2026
- Oracle LDA filing naming AI, Senate LDA, 2025-26
- Accenture LDA filing, Senate LDA, 2025-26
- HP LDA filing, Senate LDA, 2025-26
- Engadget, Oracle laid off 21,000 employees, 2026
- Tensorust, data.csv: 35 companies, SEC excerpts and LDA join, pulled Oct 27 2026
First published here on tensorust.com on Oct 28, 2026. Related: Opinion, Company Watch.
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