Five labs, $30 billion, 9,000 engineers: Here's the bill for copying Palantir
An Arena essay counts $30 billion and 9,000 forward-deployed engineers across five frontier labs in four months, the same fortnight as OpenAI's $1.2 trillion round talks. Palantir's filings show the prize; nearly twenty-five years of deployment show the difficulty.
Vincent Jiang · 3 min read
A $30 billion tally, in a trillion-dollar fortnight
An essay published 18 September in Arena magazine counts $30 billion deployed by OpenAI, Anthropic, Google, Meta and Microsoft in four months, plus hiring plans for more than 9,000 forward-deployed engineers, roughly two Palantirs of headcount 12. The tally is the authors', not an audit 1.
It landed in the same fortnight as early OpenAI talks with investors about a raise near a $1.2 trillion valuation, after March's $122 billion close at $852 billion 3. Anthropic, for its part, is preparing a November listing near a $2 trillion valuation that could raise as much as $100 billion 4.
The buying started in May
The build-out began in May, when OpenAI launched its Deployment Company with more than $4 billion from 19 investment firms, consultancies and systems integrators, and agreed to buy Tomoro, an applied-AI consultancy fielding roughly 150 engineers and deployment specialists 5.
Microsoft has pledged 6,000 hires and $3.5 billion for a new AI delivery unit; AWS has committed $1 billion to embed thousands of engineers with customers 6. By the essay's count, four firms founded or staffed by Palantir alumni have been bought or funded across the labs: Tomoro, Fractional, Northslope and Thrive Holdings 1.
The sellers are alumni and private equity
Fractional AI, bought in May, became the operational core of Ode with Anthropic, launched in July by Blackstone and Hellman & Friedman alongside Goldman Sachs, General Atlantic, Leonard Green, Apollo, GIC and Sequoia 57.
Thrive Holdings, in which OpenAI took a stake in December 2025, raised $2 billion at a $12 billion valuation in August and says its platforms hold more than 70 acquired accounting and IT firms 8. The essay calls those firms reinforcement-learning environments for OpenAI's models 1.
Every deployment arm is a billion-dollar commitment
Data
| Value | |
|---|---|
| OpenAI Deployment Co. | $4B |
| Microsoft delivery unit | $3.5B |
| Thrive Holdings raise | $2B |
| AWS FDE org | $1B |
The margin took nearly twenty-five years
Palantir's filings are the case for imitation. Revenue growth has accelerated for twelve straight quarters, from 12.7% year over year in Q2 2023 to 92.8% in Q2 2026, while operating margin widened from 1.9% to 47.1% 9.
Arena dates the business to nearly twenty-five years of deployment work, the part that does not compress into a funding round 2. The labs are buying that discipline wholesale, with capital raised at product-company multiples.
Twelve straight quarters of acceleration, and a margin that went from 1.9% to 47.1%
- Revenue growth, YoY
- Operating margin
Data
| Revenue growth, YoY | Operating margin | |
|---|---|---|
| Q1 '23 | 17.7% | 0.8% |
| Q2 '23 | 12.7% | 1.9% |
| Q3 '23 | 16.8% | 7.2% |
| Q4 '23 | 19.6% | 10.8% |
| Q1 '24 | 20.8% | 12.8% |
| Q2 '24 | 27.2% | 15.5% |
| Q3 '24 | 30% | 15.6% |
| Q4 '24 | 36% | 1.3% |
| Q1 '25 | 39.3% | 19.9% |
| Q2 '25 | 48% | 26.8% |
| Q3 '25 | 62.8% | 33.3% |
| Q4 '25 | 70% | 40.9% |
| Q1 '26 | 84.7% | 46.2% |
| Q2 '26 | 92.8% | 47.1% |
Models distill; institutions do not
The essay warns that models are relatively easy to distill and institutions close to impossible, and that the labs keep competing with their own customers, from coding agents crowding Cursor to legal tools aimed at Harvey 1. The other side: Ode's chief executive Chris Taylor calls demand enormous and says the firm is scaling quickly, and Anthropic now has a head of forward-deployed engineering for the Americas 7.
November prices both margins
Anthropic's listing is targeted for November 4. When Palantir next reports, the test is whether twelve straight quarters of acceleration extend 9. Then watch one line in the labs' future accounts: cost of revenue at companies that no longer sell only software. The engineers were for sale. The institutions are not.
How this brief was made
01Gathered & sourced271 channels · 1,233 articles▾
Agents swept 271 channels and ingested 1,233 articles, then de-duplicated and ranked them for signal.
02Verified & cross-validated9 claims · 14 data feeds▾
Every one of 9 load-bearing claims was checked against primary sources, with 14 live data feeds reconciling the figures and charts.
- 1Pivot News, "Frontier labs are copying Palantir's deployment model, Arena essay argues", 21 September 2026
- 2Arena Magazine, "Forward Deployed" by Nikhil Davar and Byrne Hobart, essay listing, accessed 23 September 2026
- 3Reuters via MSN, "OpenAI mulls funding round at $1.2 trillion valuation ahead of IPO, FT reports", 15 September 2026
- 4PYMNTS, "Anthropic Targets November IPO as Revenue Surges", 18 September 2026
- 5Forbes, Ron Schmelzer, "Why Forward-Deployed Engineers Are Suddenly In High Demand", 19 September 2026
- 6TechRadar Pro via MSN, "Who really needs forward deployed engineers around AI?", 24 August 2026
- 7Business Wire announcement via Financial Times, "Anthropic, Blackstone, and Hellman & Friedman Introduce Ode with Anthropic, an Enterprise AI Services Firm", 15 July 2026
- 8TechCrunch, Rebecca Bellan, "OpenAI-backed Thrive Holdings raises $2B to bring AI to the enterprise", 12 August 2026
- 9Sharadar quarterly fundamentals, from Palantir's SEC filings, retrieved 23 September 2026
03Reviewed & edited1 human editor▾
One editor read the draft against the evidence, tuned the framing, and signed off before it shipped.
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