Forward Deployed
Inside Palantir's business — and why everyone is trying to copy it.
Arena Magazine <[email protected]>
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Arena Magazine presents an article about Palantir, a company that has built a unique business over nearly 25 years, and how the Frontier Labs are now adopting its strategy. The article, "Forward Deployed", explores Palantir's organizational structure and philosophy. It is presented in partnership with Plaid, which offers personalized financial insights.
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Telling the Great American Story, in Print!
Forward Deployed
For nearly 25 years, Palantir has built a unique business that few understand, inside or outside of Silicon Valley. Now, the Frontier Labs want a piece of the action. In the race to bring artificial intelligence into the real world, everyone wants to be Forward Deployed. By Nikhil Davar and Byrne Hobart.
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Five of the most valuable software companies in the world — Microsoft, Google, Meta, Anthropic, and OpenAI, commonly grouped together as the Frontier Labs — have, within the past 18 months, independently re-oriented themselves around a common strategy that not a single one of them originated. It is a strategy that seeks to mimic the core organizational structure, technological primitives, and the philosophy of progress embodied by a single, much smaller software company.
It’s a company that does not share the Frontier Labs’ foundational focus on developing frontier AI models: systems that they, at least publicly, believe will soon be capable of automating all economically valuable work.
Its inner workings were, until very recently, more known and understood by executives at companies like General Mills and bureaucrats at three-letter agencies in Washington than by the average Silicon Valley AI researcher, engineer, or investor.
It is a company which professional investors on Wall Street still think bears a stronger resemblance to GameStop, AMC, and Nikola, than Google, SpaceX, or Amazon. Many engineers in Silicon Valley think it bears a stronger resemblance to Big Brother than to its antithesis.
That company is Palantir — founded 23 years ago and long dismissed as a company that provides data integration services, a category so unglamorous it’s functionally an insult.
But the defining technologies of the modern era are themselves clever flavors of data integration: the internet has integrated the world’s public knowledge, GitHub has integrated the world’s code, and the frontier models are, in a real sense, a compression of both. Each time a previously illegible corpus of knowledge and knowhow has become programmable: crawled, indexed, linkable, searchable, and versioned, discontinuities in progress seem to follow. Palantir’s founding insight, in some sense, was that the largest, most valuable corpus of all — the operational knowledge and knowhow of the institutions that run the world — remains API-incomplete: scattered across software systems that can’t talk to each other or, in many cases, in mediums that are undigitized altogether. It’s trapped in email inboxes, groupchats, ERPs, CRMs, Excel files, the airwaves of phone calls and also in the heads of (and in the conversations between) doctors, line engineers, and other front-line workers who embody the valuable knowhow they’ve earned through experience.
Crucially, Palantir recognized that this fragmented corpus would not reveal, version, and programmatically assemble itself. There would be no GitHub repo or version control system that encodes a real-time understanding of how SpaceX puts 100 metric tons into orbit at less than $200 per kg or how Airbus assembles four million discrete parts into an A380, unless someone tirelessly coaxed and captured it into existence. In the case of SpaceX, Elon had it handled, but Airbus and many others like them required a new kind of software foundry.
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