Palantir Explained: Full Breakdown & Transcript

[00:00] We power ICE. We power efforts to defend America and Ukraine and with allies. We're on the front line of all adversaries, including vis-a-vis China. What is Palantir? Palantir doesn't run a social network, sell personal information, or make an app you can download.

[00:15] Yet its software can map government relationships, untangle company supply chains, and support battlefield targeting for the military. Supporters see a tool that makes institutions smarter and prepares them for 21st century challenges.

[00:27] critics the infrastructure that could make surveillance and state power dangerously efficient and omnipresent. So, what is it? Welcome to WatchMojo. Today we're breaking down what Palantir actually does, who uses it, and why it's stirred up so much unease.

[00:41] These are very controversial. I don't know why this is all controversial, but many people find that controversial. Once a shadowy Silicon Valley startup with CIA connections, Palantir is now an S&P 500 company at the center of the AI boom.

[00:54] According to its 2025 annual report, Palantir's revenue skyrocketed 56% to a massive $4.5 billion, serving nearly 1,000 customers. But the biggest slice of that pie? Government clients who supplied over half of that revenue.

[01:08] In short, the company's expansion into AI, immigration enforcement, healthcare, and warfare has transformed an obscure contractor into a political flashpoint. Now this sounds like an incredibly boring problem, but actually it's the core issue you have if you want to do things like prevent cyber attacks.

[01:24] enforce civil liberties, enforce standards of privacy on data, or, in some way, actually stop terror attacks. Palantir was founded in 2003 by a group that included PayPal co-founder Peter Thiel and CEO Alex Cusk.

[01:37] Its concepts grew out of PayPal's fraud systems in which software flagged patterns while human investigators supplied judgment. The opponent is highly adaptive. You have an algorithm that finds this behavior, they figure it out, they change. What you need is a human mind that's adaptive against an adaptive enemy or adaptive opponent.

[01:53] So having the human mind apply its own version of algorithms to data. And that actually was very, very powerful. And we do see thought. After 9-11, the founders adapted the concept for intelligence work.

[02:05] Teal supplied most of the early funding. In QTEL, the CIO-linked venture fund invested roughly $2 million and connected talentiers, engineers, and intelligence analysts. The reason we needed them is that Peter,

[02:17] basically no one would give us money. First of all, Alex Tarpon, I went all over Sand Hill Road. It's like, you guys have all this talent, because they can measure talent. even like that. Why aren't you doing social media? Why aren't you doing something new and exciting? Working with the government's crazy. What's wrong with you guys?

[02:29] It's not possible. The company took its name from the Palantiri, magical seeding stones in J.R.R. Tolkien's The Lord of the Rings. They revealed distant events but could also mislead their users. Meanwhile, Palantir developed an explicit mission to supply the United States

[02:42] and its Western allies with superior technology. Well, in every large-scale enterprise, you essentially have this problem that you have data in different databases, and it's very hard for teams to actually interact with that data. And what we basically do is we promote human driven synergies between humans and computers

[02:58] by integrating every data so you have any kind of data and at any scale Simply put Talenteer Health organizations consolidate the data they already possess uncover connections inside it and turn those findings into actionable decisions Picture an agency with crime reports financial information and decades databases that

[03:15] aren't able to communicate. Palantir places a searchable layer over them, connecting people to payments, addresses, vehicles, or events. So to take the PayPal model, which would have been a one-off approach that would require lots of services hours and turn into a product, you had

[03:28] that productize the ability to integrate the data and productize the ability to integrate the data, meaning any kind of data, not just simple structured data. Palantir isn't in itself a universal database or data broker. Customers bring the data.

[03:41] Palantir makes it work together. And that's where it's power lies. And that's what we offer. We offer a way to plug on our platform and you can be a leading expert in finding patterns on large data sets, whether those patterns are terrorists, they're cyber attackers,

[03:54] they're people in financial malfeasance, or we, the people who want to look at what the government is doing in one form or another, either through Congress or through our attorneys, we can then see what the government is doing. This is very important. To pull off this massive data puzzle, the company relies on four core pillars.

[04:09] Let's look under the hood of Palantir's main platform. Now that the focus is shifting to great power competition, the real question is, can we deter the next great war? Gotham Connect People places reports and events for governments, police, and military.

[04:22] Foundry helps civilian clients coordinate factories, inventory, staffing, or patient care. Apollo deploys Palantir software across clouds, private servers, and classified networks. We built Apollo to bring the convenience and stability of SaaS where no SaaS has gone before.

[04:37] From submarines to satellites, private clouds, and on-premise data centers, Apollo enables the secure, seamless delivery of software across any environment, anywhere on Earth. This flexibility enables us to meet our partners where they are, wherever they are,

[04:50] and in turn, empowers them to reach further. AIP, or Artificial Intelligence Platform, connects outside AI models to an organization's data and operations. Palantir supplies the controlled environment, not usually the underlying model.

[05:04] At the center of Palantir software is its ontology, a digital map that translates raw data into recognizable people, places, objects, events, and relationships. It can then connect that information to possible actions, such as rerouting a shipment or flagging an investigative lead.

[05:18] Essentially, Palantir wants to show clients what happened and help determine what happens next. The data, the logic actions, the data represents what the current state of my business is, the logic about how do I think about those things, and the actions I can take to affect the real world.

[05:32] So if we can dig into that a little bit further here on the data sources, I'm connecting to all my different enterprise systems, whether they're homegrown, out-of-the-box software, legacy, new stuff in the web. Investigators use Palantir to connect reports, financial records, and surveillance.

[05:46] Its Tiberius platform supported US COVID-19 vaccine distribution. Britain's NHS also awarded a Palantir-led consortium up to 330 million pounds for a health data platform, while retaining control of the information.

[05:59] You do not have access. It is the NHS's data and the NHS controls it. Why do you think people are so nervous about it then Do you think they just drawing a dotted line to Iran and ICE and Gaza and just thinking we just don want that company running our NHS here We just don like the smell of them Is that what it is

[06:19] Palantir has also worked with ICE since at least 2014. In 2025, it receives $30 million to build Immigration LS, supporting migrant tracking and deportation operations. Importantly, it's also battlefield software.

[06:31] Hart said Palantir was responsible for most of the targeting in Ukraine. Its tools have also organized alleged war crimes evidence, and Palantir confirmed a 2024 partnership with Israel's Ministry of Defense for undisclosed war-related missions.

[06:44] Despite what problems you may have, some people don't like the war in Ukraine, some people don't like Israel, some people want an appeasement strategy with China. It doesn't work. They are working together against us, and we have to work together against them.

[06:57] Large organizations are drawn to using Palantir services because they're usually held together by incompatible databases, old software, and spreadsheets. Replacing everything can take years, but Palantir promises to sit on top of the mess and make it usable.

[07:09] For example, its interfaces let non-programmers work with data. Palantir also sends forward-deployed engineers into customer organizations to customize workflows and repair pipelines. One of my favorite projects was helping the district attorney find gang activity.

[07:23] We were tracking a situation where there were a number of violent crimes, and they were trying to identify who did this, why they did it, are they related to a gang. And so getting a chance to help them with that problem was really motivating and exciting for our team.

[07:37] The appeal comes down to speed and scale. Connect more information, explore the pattern faster, and put it before someone who can ask. That's also where the unneedles begin. Palantir says customers control their data and its platforms provide permissions, audit logs, and human review.

[07:51] Critics question their use in surveillance, deportation, policing, and military targeting. So with this testimony in Oregon, an ICE official said it's basically like a Google map interface where you can look around the United States,

[08:03] you can zoom in on targets, and I've seen the interface, and he's exactly right. That's exactly what it looks like. You then click on an individual person, and it brings up their name, a photo, most importantly for ICE, their apparent address.

[08:18] Crucially, the software can't eliminate bad data, bias, or administrative failure. In 2021, several FBI employees accessed restricted evidence after it was mistakenly tagged as unrestricted inside a Palantir system.

[08:30] Palantir blamed the client's failure to follow protocol. Former employees have said that Palantir can amplify human intentions and biases. A polished dashboard may make incomplete conclusions look objective. The looming concern isn't an all-seeing machine,

[08:43] but already powerful institutions becoming harder to scrutinize. It can be used to completely reconfigure organizations' ontologies, reality, what systems matter, what information matters, what processes matter, how they are structured,

[08:57] what biases are introduced at each of those stages. Before we continue, be sure to check out WatchMojo's 24-hour livestream. All of your favorite videos in one place, 24-7. Always on, always live.

[09:09] I am the man in the cage! To understand which institutions Palantir chooses to back, however, you have to understand the politics behind the company. Teal was an early Trump supporter. Carth has supported Democrats.

[09:21] They share a belief that Western governments and militaries need superior technology, even when building it is controversial. So Google's role in this project has been to create artificial intelligence to do image classification on the footage collected by drones.

[09:36] And so they were trying to help the Department of Defense mark objects in this footage to say this car is a car, this building is a building, this is a person. Google declined to renew its Project Maven Pentagon contract following employee protests.

[09:50] Palantir took on work for the project, and Maven is now becoming a long-term component of U.S. military targeting and command operations. We are seeing rapid expansion and very significant demand for MAVEN, both in America and outside of America, as all part of our core mission to provide an unfair advantage to the noble warriors of the West.

[10:14] A 2025 order from President Donald Trump promoting interagency data sharing raised alarm bells. The New York Times warned that Palantir's expanding presence could help concentrate information about Americans. In response, Palantir denied building any cross-government master database.

[10:44] Modern power increasingly depends on turning information into action. AI raises the stakes by proposing decisions and automating workflows. Palantir says humans remain in control, but faster decisions demand stronger oversight.

[10:56] And this has been similar debate over the public cloud for many, many years across Europe and in the UK. Should we or shouldn't we? And we don't want to end up in vendor lock. Because getting out will be very expensive, even if there are very good alternatives.

[11:12] And now with the balance that we're seeing, we're up in the state of shift happening. World governments are also questioning their dependence on American technology. In 2026, France announced plans to replace Palantir inside its domestic intelligence agency.

[11:24] Germany's military rejected it for now, while British lawmakers warned about vendor lock-in. That is the cost of becoming overly dependent on one vendor's product or service. It's even more challenging now. Like, one way you have a lot of legacy and limited understanding,

[11:38] and then on the other hand, you are building something which is very hard to replace. So is Palantir the company that watches everything you do? Not quite. It builds machinery that lets powerful organizations see more clearly across information they already possess.

[11:53] I'm on the front line with everyone here, and it used to be two years ago that we might get a CEO, we might get a CIO, we might get someone in marketing, we might get someone who's willing to rebuild the business, but they had no power.

[12:06] Now we have the full stack engaged with us, inside government, outside government, on the most critical issues. Do Palantir safeguards make its software responsible, or is this much power impossible to contain?

[12:18] Be sure to let us know in the comments.