说话者看好PLTR的基本面和相对增长的估值,但因缺乏对业务/技术的理解而拒绝投资。
逐段跳播
长期以来,我一直认为 Palanteer 是估值过高公司的典型代表。但在深入研究之后,我实际上认为 Palanteer 从未像今天这样有吸引力。
I saw Palanteer as the poster child of overvalued companies for a long time. But after looking into it, I actually believe Palanteer has never been more attractive than today.
需要明确的是,这远非价值投资。去年,Palanteer 的估值倍数是以往的两倍,而增长率只有一半。现在这种情况已经完全改变了。
Well, to be clear, it's far from a value play. And last year, Palanteer traded at twice the multiple with half the growth. And that has completely shifted now.
我们还想要解释 Palenty 实际上是如何运作的,以及为什么它没有竞争对手。
And we also want to explain how Palenty actually works and why there's no competitor inside.
就我个人而言,我觉得我需要一个关于 Pounder 具体做什么的简要说明。我真的不能说我对他们做什么有很好的了解。这是一家非常神秘的公司。
Personally, I I think I could use a brief explanation of what exactly Pounder does. I I can't really say I have a good idea of what they do. It's a very enigmatic company.
那么,先举一个简单的例子,让我们想象任何一个大型组织,对吧?它可能是一家航空公司,可能是一家医院,可能是一家汽车制造商,或者军队——军队实际上是一个大客户——但也可能是其他任何东西。
So, to give a first quick example, let's imagine any large organization, right? It could be an airline, it could be a hospital, it could be a car manufacturer or the army, which is actually a big client, but it could be anything else, too.
那么,他们到底做什么,卖什么呢?然后,以航空公司为例,他们会告诉你飞机在哪里,你需要的零件在哪里,机组人员在哪里,乘客在哪里,以及所有这些之间的联系,他们称之为“事物”。
So, what do they actually do and what do they sell? And then you know just stay with the airline they would tell you where's the airplane, where's the part that you need, where's the crew, where are the passengers and the connections between all of those and they call it things.
所以所有这些事物现在都连接在一个你可以想象成地图的东西上。关键是,软件还知道谁被允许做某些事情。比如,重新预订乘客、指派不同的机组人员、将飞机调度到其他地方。
So all of these things are now connected on what you sort of can imagine as a map. And crucially the software also knows who is allowed to do certain things. So, you know, rebook a passenger, assign a different crew, route an aircraft somewhere else.
所以,你可以把它想象成一张实时了解一切的地图。这就是 Palanteer 所称的“本体论”。你可能会想,这不就是一个数据库吗?因为这是我首先想到的。但区别在于,Palanteer 构建的不仅仅是事实,比如飞机的尾号或乘客的座位,还包括我提到的所有这些事物之间的关系和动作。
So, you can imagine it as looking at this map that knows everything that's happening in real time. That's what Palanteer calls the ontology. And you might think, well, isn't this just a database? Because that's what, you know, came to my mind first. But the difference is that what Palanteer builds is not only facts. So, you know, the plane's tail number for example or passenger seat, but also the relationship and the actions between all of these things that I mentioned.
所以 Palanteer 系统知道乘客 X 在这架特定的飞机上,这架飞机需要这个特定的零件,而这个零件由这个特定的机组人员安装。你可以这样想象。
So Palanteer system knows that passenger X is on this particular airplane which needs this particular part which is fitted by this particular crew. That's how you can imagine it.
它也知道重新预订是一个存在的动作。那么谁被允许批准它?他们知道。而且当它发生时,还必须发生什么?所以所有这些事物的组合就是 Palanteer 所称的“本体论”。而本体论就是我们今天要经常讨论的内容。
It also knows that rebooking is an action that exists. So who is permitted to approve it? They know that. And what else has to happen when it does? So the combination of all of these things is what Palanteer calls an ontology. And the ontology is what we'll talk about today quite often.
再说一次,如果你只需要记住一个概念,那就把它想象成一张地图,上面有你所能想象的一切,并且基本上知道谁是谁,以及某人被允许做什么。这样更容易沟通。
So again, if you just have to have something in mind, think of a map that has everything that you could imagine on it and basically knows who is who and what is somebody allowed to do. So it's easier to communicate.
所以基本上你有了这个全知的地图,或者他们所说的“本体层”,它总是知道正在发生什么,接下来必须发生什么,以及谁能让它发生。
So basically you have this all- knowing map or ontology layer as they refer to it and that always basically knows what's going on and what has to happen next and who can make that happen.
天哪,这让我想起好莱坞电影里的东西,比如一些动作片,主角们在战场上与坏人搏斗,然后有一个控制中心,总是确切地知道正在发生什么,并给他们提供建议。这就是我想到 Palunteer 时的想法。
And so, gosh, it kind of reminds me of something that would be part of a Hollywood movie, like some action movie where the lead roles are out there in the field fighting the bad guys and then there's like this control center that always knows exactly what's going on and is like feeding them advice. That's what I think of when I think of Palunteer.
这可能相差不远,尤其是当你想到监视和国防工作的时候。Palante 成立于 2003 年,创始人是 Peter Teal、Alex Cop(也是现任 CEO)、Joey Lundale、Steven Cohen 和 Nathan Gaddings。
That's probably not that far off, especially when you think about the surveillance and defense work. So Palante was founded in 2003 by Peter Teal, Alex Cop, who is also the current CEO, Joey Lundale, Steven Cohen, and Nathan Gaddings.
这个想法实际上可以追溯到我们一直以来最喜欢的公司之一——PayPal。但显然,彼得·蒂尔也是PayPal公司的联合创始人,他反复遇到欺诈问题。
And the idea actually goes back to one of our favorite companies of all time, PayPal. But obviously Peter Teal who also founded PayPal the company and he repeatedly had problems with fraud.
然后美国发生了一件事,那就是9/11事件。很明显,美国各机构通常拥有阻止袭击发生所需的所有信息。但这些信息分散在不同的机构中,它们无法及时整合在一起。
And then something happened in the US and that was 9/11. And it became clear that US agencies generally had all the information they needed to stop the attack from happening. But the information was scattered across different agencies that couldn't bring it all together in time.
再次回到本体论这个想法,他们拥有所有信息,但不在同一张地图上。他们不知道谁可以和谁沟通。这就是那个想法。这就是为什么,也是彼得·蒂尔如何想到Palantir的,因为他想,如果你能建立一个系统,连接所有这些碎片化、看似无关的数据点,来描绘出隐藏的犯罪行为,就像他在PayPal所做的那样,只是规模完全不同。
Again, going back to this ontology idea, they had all the information, but it was not on one map. They didn't know who can communicate to who. And that was the idea. And that's why and also how Peter Teal got the idea for Palenteer because he thought what if you could build a system that connects all of these fragmented seemingly unrelated data points to map out hidden criminal behavior similar to what he did with PayPal just on a whole another scale.
你知道为什么彼得·蒂尔不是Palantir的首席执行官,或者为什么他不想当首席执行官吗?因为据我所知,他很早就选择了亚历克斯·卡普来经营公司,自己则更多地担任筹资人和顾问的角色,但他也拥有Palantir最大的个人股份,大约4%,而亚历克斯·卡普持有2.5%。所以,他是所有人中投入最多的人。
Do you know why Peter Teal isn't the CEO of Palunteer or why he didn't want to be CEO? because as far as I know, he chose Alex Karp early on to run the business and take more of a fundraiser and advisory role, but he also owns the largest individual stake in Palunteer at about 4% in Alex Karp holds two and a half%. So, he has the most skin in the game of anyone.
我想我们都无法完全了解彼得·蒂尔的想法,但我得说,这也可以说是一个战略选择。嗯,你知道,彼得·蒂尔可能不是首席执行官的最佳人选。他当然有远见,但他可能不是那种想当公司首席执行官的人。
I think we all don't fully know what goes on in Peter Thiel's mind, but I would say there's something to say about that being a strategic choice as well. Um, that, you know, Peter Thiel might not be the best person for the CEO job. He had the vision certainly, but he might not been the guy who, you know, wants to be the CEO of the company.
实际上,如果你想想PayPal,他在那里也不是很长时间的首席执行官。而且他通常更倾向于致力于创造新事物,也许在科技创始人圈子里获得影响力,但也在政治领域,这如今似乎对他更有吸引力。
Actually, you know, if you think about PayPal, he wasn't the CEO there either for a very long time. And he just generally tends to work more on building new stuff and maybe gaining influence in both the tech founder world, but then also in politics, which seems to be more interesting to him nowadays.
我想说,至少在我看来是这样。我不知道彼得·蒂尔在美国的名声如何,但我可以告诉你,在德国这里并不太好。
And I would say that's at least how it seems to me. And I don't know as well as you what Peter Teal's reputation is in the US, but I can tell you that it's not that great here in Germany.
而且我相信,因为他出生在德国,所以会有更多的聚光灯落在他身上。这可能是原因之一。但我认为,你知道,如果彼得·蒂尔不是首席执行官,与政府达成国际交易可能会更容易,尤其是考虑到所需信息的敏感性。
And I'm sure there's more of a spotlight on him since he was born in Germany. That could be one of the reasons. But I think, you know, getting international deals with governments might just be easier, especially considering the sensitive information needed if Peter Teal is not the CEO.
不过,我得说,亚历克斯·卡普可能正在走向同样糟糕的名声。而且,他在德国这里也可能被更批判地看待,因为他确实在这里生活过,并且在这里学习了十多年。
Although, I got to say, Alex Cop is probably on his best way of getting an equally bad reputation. And again, he might be viewed more critically here in Germany, too, because he actually lived here and he studied here for over a decade.
嗯,实际上有个有趣的事实:他在格蒂大学获得了博士学位,那也是我学习的地方,他的博士导师是著名的德国哲学家尤尔根·哈贝马斯。
Um actually fun fact he got his PhD at the Gertie University which is also where I studied and his doctoral adviser was the famous German philosopher Jurgamas.
哇。所以先上斯坦福,然后去大学。我没有意识到这种德国联系如此紧密,贯穿于Palantir。至于彼得·蒂尔,天哪,我的意思是,他当然有争议,无论对错,他经常卷入许多阴谋论中。
Wow. So Stanford first and then go to university. I I didn't realize how strong that German connection is that runs through through Palunteer. And for Peter Teal gosh I mean he's he's controversial of course rightly or wrongly he gets caught up in a lot of conspiracy theories.
而且我不得不承认,他确实给人一种超级反派的感觉,[笑声]这对于一家实际上在某种程度上致力于增加政府和公司监控的公司来说,非常不搭。
And I have to admit, he he does give off like super villain vibes, [laughter] which doesn't pair very well at all for a company that is really generally working to increase government and corporate surveillance in in some sense.
但每当我想到 Palantir 时,我不知道,就像《星球大战》中的帝国一样,你知道,就像坏人,Palantir 和 Peter Thiel。
But whenever I think about Palunteer, I don't know, again, like the Empire from Star Wars comes to mind, you know, like the bad guys, Palunteer and Peter Teal.
他们可能都需要大量的公关帮助。某种形式的品牌重塑会大有帮助。
Uh they probably both need a lot of PR help. some sort of rebranding would would go a long way.
但同样,不言而喻的是,Peter 在投资界和硅谷都备受尊敬,他的书《从0到1》是我最喜欢的投资书籍之一。如果你读了那本书,然后看看 Palantir,我认为它会让你了解创立那家公司背后的理念。
But again, it also goes without saying that Peter is hugely respected in the investment community and and in Silicon Valley and his book 0ero to one is one of my favorite investing books ever. And if you read that book and then you look at Palanteer, I think it gives you an idea of what the philosophy behind founding that company was.
除了 Peter Thiel 为这家公司提供了 3000 万美元的初始资金外,CIA 的风险投资部门 In-Q-Tel 也投入了 200 万美元。
Besides Peter Teal, who bankrolled an initial cost of $30 million for this company, Inqell, the CIA's venture arm, also put in $2 million,
与 Palantir 如今的规模相比,这听起来不算多,如今其规模取决于当天情况,在 3500 亿到 4000 亿美元之间。
which doesn't sound like a lot when you compare to Palanteer's size today, which is depending on the day, between $350 and $400 billion.
但这与其说是关于那 200 万美元,不如说是关于准入,你知道,如果你得到了 CIA 风险投资部门的赞助,你就能进入政府部门。
But it was less about the $2 million and more about the access, you know, that you get to the government sector if you're sort of sponsored by, you know, the venture arm of the CIA.
他们实际上把 Palantir 介绍给了大多数情报机构,也介绍给了分析师。在整整两年的时间里,Palantir 基本上只为这一个客户打造产品,他们唯一的产品。
They actually introduced Palanteer to working for most of these intelligence agencies but also analysts. And for a good two years, Palanteer basically built the product, their only product just for this one client.
你刚才随口一说,但 CIA 有一个风险投资部门。这是我在这期节目之后要更多研究的事情。这听起来真的很有趣,想了解更多关于 CIA 会做哪些风险投资。
You said it casually there, but there's a a venture arm to the CIA. That's something uh I'm going to be researching more after this episode. That sounds really uh really interesting to learn more about what kind of venture bets the CIA makes.
但你说了两年。这是 Palantir 让客户入职所需的时间吗?
But you you said two years. Is that how long it takes to onboard a customer for Palunteer?
嗯,过去是这样,这其实很有趣,因为漫长的入职时间正是 Palantir 在几年前看起来像一家失败公司的原因。那么,首先,为什么 Palantir 让客户入职需要这么长时间?
>> Well, it used to and and that's actually quite interesting because the long onboarding time is why Palanteer actually looked like a failed company just a couple of years ago. So, first of all, why does it take so long to onboard a customer to Palanteer?
正如我们之前所说,本体层基本上是客户整个组织的数字孪生。所以,你需要了解一家公司的每一个细节。这是一个巨大的工程,需要花费大量时间。
As we said earlier, the ontology layer is basically a digital twin of a customer's entire organization. So, you need to understand every single little detail of a corporation. That's a huge one that takes a lot of time.
设置是这样的:Palantir 有两种工程师。有产品工程师,他们构建实际软件。然后还有所谓的“前向部署工程师”或 FDE,他们飞到客户那里,每周至少 3 到 4 天在客户办公室工作。
And the setup was that Palanteer had two kinds of engineers. So there were product engineers who built the actual software. And then there were so-called forward deployed engineers or FDEEs who flew out to the customer and worked from the customer's offices for at least 3 to 4 days a week.
这很容易花费很长时间。我的意思是,不一定再是两年,但仍然可能需要几个月才能完成他们的工作。
And that could easily take a long time. I mean, not necessarily two years anymore, but it can still take months until they've actually finished their job.
而现场工作正是花费大量时间的地方。我读过很多前 Palantir 员工的报告,他们基本上讲述了他们的经历,其中许多人提到了我们上面所说的,即在 AI 之前,Palantir 甚至被视为一家假的 SaaS 公司,因为基本上很多人认为他们只是企业顾问,仅此而已,因为他们出差到客户那里,与他们合作,部署一些软件,你知道,这能有多难或多复杂呢?
And on the ground work is what costs so much time. I've gone through quite a lot of reports from ex Palunteer employees where they walk through their experiences basically and many of them mention what we said above which is that before AI Palunteer was even seen as a fake SAS company because basically many people thought of them just like enterprise consultants and not much more because you know they travel to the client they work with them and they deploy some software you know how much or how difficult can that actually be
那是因为他们做的很多工作都是现场工作,你知道,就是弄清楚事情如何运作,事情如何协同运作,以及公司内部什么有效、什么无效,诸如此类的事情。
that's because a lot of what they do is on the ground work you know just figuring out how things work how things work together and what works and what doesn't inside the company and all that sort of stuff.
所以看起来 Palunteer 可能也做了类似的事情。实际上,当我听说这件事时,我也想到了 Coaster,但显然 Palanteer 所做的要困难 100 倍。
And so it seems like Palunteer has maybe done something similar. Actually also thought of Coaster when I heard about this, but obviously what Palanteer does is 100 times more difficult.
我的意思是,最大的问题是,创建这些数字孪生以及高度可操作数据库所需的数据分散在整个公司。而且数据往往只完成了一半的数字化。所以,我不知道,想想那些被扫描成 PDF 的手写文档,但如你所知,这仍然使其无法搜索,对吧?
它已经数字化了,但你不能直接搜索它,这使得事情变得更加复杂。而这只是 100 个可能问题中的一个。
I mean, the biggest problem is that the data it needs to create these digital twins and highly capable and actionable databases is scattered across the entire company. And often the data is only halfway digitized, too. So, I don't know, think about handwritten documents that were scanned to a PDF, but as you would know, that still makes it unarchable, right? It's digitized, but you cannot just search it up, which makes things just way more complicated. And that's just one out of 100 possible problems.
另一个非常有趣的部分是,许多前员工将内部政治描述为最艰难的障碍之一。所以在 Palanteer 介入之前,每个人都在做自己的事情,由于惯性,也许还因为担心当 Palanteer 软件真正存在时自己将不再被需要,很多时候中层管理人员或多或少地拒绝交出真正重要的数据。
and another very interesting part is that many ex employees described internal politics as one of the toughest hurdles. So before Palanteer comes in everybody is doing their own thing and because of inertia and perhaps also the fear that you just won't be needed any longer when Palanteer software actually exists many times the middle management more or less refuses to hand out the actually important data.
所以再说一次,你能读到的关于这方面的故事其实相当有趣,我可能会在节目笔记中链接到其中一些。但当然,当公司实际上聘请了 Palanteer 与他们合作时,他们可以公然拒绝提供数据。
但他们只会想出这些小借口,比如这个特定的数据库无法访问,因为安全协议,或者他们可能只是不断地推迟会议,并取消通话。那是人们过去做的事情。
So again, the stories you can read about that are actually quite funny and I might link to some of them in the show notes. But of course, they, you know, can blatantly refuse to give out the data when the company has actually hired Palanteer to work with them. But they will just come up with these, you know, little excuses and like this specific database can't be accessed because, you know, security protocols or maybe they just literally keep delaying the meetings and, you know, cancel on calls. That's the stuff that people did in the past.
听起来,要真正获取数据以启动这个本体层并映射整个业务的过程,比人们想象的要困难得多。当我查看 Palunteer 的数字时,真正让我感兴趣的是,这里确实有一段时间增长大幅放缓。
It sounds like it's just more difficult than one would assume to to actually get the data to even start the process of this ontology layer and and mapping the entire business. And what's really interesting to me when I look at the numbers for Palunteer is that there was actually a period of time here where growth slowed down a lot.
那是在 AI 之前,我想,至少是在 chat GBT 之前。我们刚刚非正式地讨论了为什么会发生这种情况。你说过,Palunteer 的整个入职和使用过程非常复杂,以至于真正阻碍了他们的增长。
And that was pre-AI, I guess, you know, pre- chat GBT at least. And and we just talked off the record about why that happened. And you said that the entire process of onboarding and using Palunteer was was so complex that it really hindered their growth.
所以如果你现在看 Palunteer 的收入增长图表,你基本上会看到增长从 2019 年到 2023 年中期左右减速,其中同比收入增长低至 12%。
And so if you look at the growth chart now of Palunteer's revenue, you basically saw growth decelerate from 2019 through about halfway through 2023 where year-over-year revenue growth was as low as 12%.
但从那时起,它像火箭一样急剧加速,我们说的是 100% 的同比增长,每年收入翻倍。这太疯狂了。我们应该开始讨论 Palantir 的四个平台,它们被称为 Gotham、Foundry、Apollo 和 AIP。
But then from there on uh it's accelerated dramatically like a rocket ship and we're talking about 100% year-over-year growth. you know, doubling revenues every year. >> It's pretty insane. we should start talking about the four platforms that Palanteer has. So, they're calling them Gotham, Foundry, Apollo, and AIP.
Gotham 是 Palanteer 构建的第一个平台。它花了大约 5 年的时间进行持续的更新和改进。这是他们为政府机构做的第一个项目的一部分,并且正如我所说,主要是为情报工作而构建的。
And Gotham was the first platform that Palanteer built. And it took about 5 years of, you know, consistent updating and improving. It was part of the first project that they did for the government agencies. And was built for, you know, as I said, intelligence generally.
这项工作始于 2003 年,基于解决主要导致 9/11 的问题,而 Gotham 基本上是为国防机构创建数字孪生的部分。
So that work started in 2003 and it was based on solving the problems primarily leading to 9/11 and Gotham is basically the part that creates the digital twins for defense agencies
Foundry 主要是一个在 2016 年(实际上是 13 年后)构建的平台,他们为企业运营构建数字孪生。两者都基于 Apollo,而 Apollo 只是一个部署引擎,所以每当有新更新发布时,Apollo 会将其推送到 Gotham、Foundry 以及 AIP。
you know while Foundry is primarily a platform that was built in way later 2016 so 13 years later actually and they build digital twins for corporate operations and both of them sit on and now it gets a bit complicated both of them sit on Apollo and Apollo is just sort of a deployment engine so you know whenever a new update drops Apollo is shipping it to Gotham Foundry and also AIP.
你可能会想,为什么需要部署引擎?获取更新难道那么难吗?但如果你考虑到数据所在的各个孤岛,一方面有情报机构,另一方面有大型企业,这不仅仅是点击一下“我们有更新,你可以点击这里获取”那么简单,要复杂得多。
And you might think, okay, well, why do you need a deployment engine? Is it so difficult to just get an update? But if you think about all the silos that the data is sitting in, you know, on the one hand, you have intelligence agencies. On the other hand, you have huge corporations. It's not just one click of hey, we have an update, you can click here and you get it. It's way more complicated than that.
但真正的改变游戏规则的是 AIP,这是 AI 平台的一个非常聪明的名字,AIP 是一个缩写,我想我们大多数人都能想到,但它确实改变了 Palantir 接触客户的方式,也改变了软件在每个平台上运行的效率。
But the real game changer was AIP which is you know a very smart name for the AI platform AIP that was you know an abbreviation that I think most of us could also come up with but it actually changed the game for how Palanteer approach customers and also how efficiently the software can be run on each of those platforms.
他们做的一件事是开始举办训练营,他们基本上邀请了一群潜在客户的首席执行官和首席信息官来展示 Palantir 能做什么。
One of the things they did is they started to run boot camps, right? They they basically invited a bunch of CEOs and and CIOS from potential clients to to showcase what Palunteer can do.
这些训练营的设立是为了证明 Palantir 确实能帮助几乎任何类型的公司。重要的是,Palantir 自掏腰包支付了这些研讨会的费用,所以参加的公司除了交出数据外,没有任何风险。
And these boot camps are really set up to prove that Palunteer can in fact really help almost any type of company. And it's important to say that Palunteer paid for those workshops out of their own pockets. So companies that attended took on no risk except for, as you said, handing over data.
你可能会说这是一个转折点,你在谈到 2023 年增长率降至 12% 时也提到了这一点,因为 AIP 使得使用和上手变得如此容易,Palantir 突然爆发了。
And you could probably say that this was a turning point that you alluded to when you talked about the numbers and growth going down to as much as 12% in 2023 because AIP made using and also onboarding so much easier that Palanteer suddenly exploded.
事实上,客户账户增长已从 2024 年的约 50% 下降到最近的大约一半。但现有客户在 Palantir 上的支出显著增加。
In fact, customer account growth has actually come down from about 50% in 2024 to about half of that lately. But the money existing customers spent with Palanteer increased significantly.
该指标从 2023 年约 100% 的低点(基本上意味着他们今年的支出与去年相同)上升到上个季度的近 160%。因此,对于去年花费的每一美元,客户现在花费 1.60 美元。
And that metric increased from a low of about 100% in 2023, which basically means they spent as much this year as they have last year to almost 160% in the last quarter. So for every dollar spent last year, a customer now spends $1.60.
Palantir 令人难以置信的是,所有这些增长(对于这种规模的公司来说几乎是闻所未闻的)并没有带来任何利润率压缩。它没有产生任何重大的营销费用或其他需要投资来大幅扩展业务以加速增长的东西,利润率反而随着收入增长指标一起扩大,这当然是股东价值创造的爆炸性配方。
Incredible thing with Palunteer is that all this growth, which is pretty much unheard of for a company of this size, did not come with any margin compression. It didn't take any major marketing expenses or or anything else that they really needed to invest in to scale the business dramatically to accelerate this growth. and profit margins expanded alongside their topline growth metrics, which is of course an explosive recipe for shareholder value creation.
在 2023 年增长大幅放缓时,公司勉强收支平衡,净利润率仅为 3% 到 4% 左右,这相当温和。而如今,净利润率已达到 60% 或接近 60%。
And so back in 2023 when growth slowed down pretty materially, the company was barely breaking even with a net profit margin of, you know, just about 3 to 4%. Which is pretty modest. Today though, net profit margins are 60% or almost there.
因此,你拥有收入端惊人增长和惊人利润率双重引擎,以及巨大的运营杠杆。我认为这是我从收入扩张中看到的利润率盈利能力最大的摆动,可能除了 Uber(我们最喜欢的公司之一)之外,任何公司都无法比拟。
And so you have this double engine of incredible growth on the top line paired with this incredible margin profile and a huge I mean a tremendous amount of operating leverage. I think that's the biggest swing in in margin profitability that I've seen from revenue scaling from maybe any company besides Uber, which is one of our favorites.
而 Palantir 在两方面都展现得淋漓尽致。
and palenteer showed both of that to an incredible extent
对 Palantir 来说,这个数字不是 40%,而是 155% 的利润率、65% 的利润率以及 90% 的收入增长,如果你相信 COB 和指引,未来几个季度还会更好。我怎么说都不为过,第一次看到这个数字时,它简直疯狂。
Now for Palanteer that number is not 40% it's 155% 65% in profit margins and 90% topline growth and if you believe COB and you know the guidance this will get even better in the next quarters and I cannot say it enough this is an insane number if you look at it the first time
这也是因为 Palantir 只针对具有显著追加销售潜力的大客户,正如我之前提到的,这就是为什么总客户数只有 1000 看起来相当低。我的意思是,Palantir 的平均交易规模在数百万美元。
就在本季度,他们完成了 220 笔至少 100 万美元的交易,其中近 100 笔至少 500 万美元,超过 70 笔至少 1000 万美元。
and that's also the case because Palanteer only goes for big customers with significant upsell potential which is as I mentioned before what the overall customer count of only 1,000 seems quite low. I mean, Palante's average deal size is in the millions. And just this quarter, they closed 220 deals of at least a million dollars. Close to 100 of those was at least $5 million. And more than 70 deals were at least $10 million.
但 Palantir 只追求那些大客户,他们甚至不尝试赢得那些较小的客户,这就是为什么客户账户增长不如交易量增长快。因此,新增 42 个客户可能看起来不那么令人印象深刻,但完成 2.2 亿美元的交易,那相当令人印象深刻。
这就是为什么净美元留存率如此之高,也是为什么 Palantir 像野草一样疯长。
but Palanteer is only going for those big ones. They're not even trying to win those smaller ones, which is why the customer account generally is not accelerating as fast as the volume. So, gaining 42 new customers might not seem that impressive, but closing $220 million deals, that's pretty impressive. And that's why net dollar retention is so high and why Palanteer is growing like a weed.
言语真的无法形容,这就是为什么我认为市场正确地给 Palantir 赋予了荒谬的倍数,因为倍数看起来荒谬是因为它们基于过去十二个月的收益,没有考虑或反映未来增长,而未来增长对 Palantir 来说似乎非常可能。
words really don't do it justice and and that's why the market has I think rightly put absurd multiples on Palunteer because the multiples look absurd because they're based on trailing earnings and they're not accounting for or not reflecting the future growth that it seems like is been you know very possible for Palunteer
所以股票有时以 100 倍销售额交易,这听起来很荒谬,我们稍后会讨论估值,但当你以如此惊人的速度增长,并且有如此大的可寻址市场可以继续推广这些服务时,股票以 100 倍过去十二个月销售额交易开始感觉不那么疯狂了,强调是过去十二个月。
and so you had the stock at times trading at like a 100 times sales which again sounds ridiculous and we'll talk about valuation later but when you're growing at this incred incredible rate and there's such a large addressable market for you to continue to roll these services into. It starts to feel a whole lot less crazy for the stock be trading at 100 times trailing sales emphasis on on trailing.
我们稍后会讨论这个问题,我不想剧透,但我可以说,Palanteer 的估值实际上和以往一样有吸引力。尽管倍数乍一看有点吓人。
We will talk about it later and I don't want to spoil anything but I can say that Palanteer is actually as attractively valued as ever. Even though the multiples look, you know, kind of scary at first
这比你看头条市盈率所想的要复杂,而且我得说,我还有点生气,因为当我大约几周前第一次看 Palanteer 时,我觉得这看起来是个相当不错的机会,然后财报出来了,股价突然上涨了 40%。我得说,这真是令人失望。
There is more to it than you know you would think looking at a headline P as you just said and I got to say still I'm a bit mad because when I first looked at Palanteer which has been about a couple of weeks ago I thought this looks like a pretty good opportunity and then earnings came up and suddenly the stock went up 40%. And I got to say that was a bummer.
而且我认为,如果人们听了这一集,会惊讶于价值投资者突然喜欢上了 Palanteer。但再说一次,当我们谈到估值,以及现在所有这些关于公司的定性因素时,我觉得人们会理解为什么我们现在如此喜欢这个想法。
And I think many people are surprised if they listen to this episode and the value guys suddenly like Palanteer. But again, when we go to the valuation and also, you know, all this stuff now that comes to just the qualitative factors of the company, I feel like people will understand why we like the idea so much right now.
是的,当股价上涨了 40% 时,很难说估值还那么有吸引力。但这也很好地证明了 Palanteer 在持续表现出色,并且完全超出了人们认为可能的任何估计数字。因此,即使经过这次上涨,根据 Karp 的增长前景来判断,那里可能仍然有机会。
Yeah, it's hard to say that the valuation is as attractive when it's jumped up 40%. But also it's a great testament to the fact that pounder is just continuing to perform and absolutely blow out the numbers of any kind of estimates that people think of are possible and so judged by Karp's growth outlook even after that jump there might still be an opportunity there.
那么谈到最新的财报,我的问题是,Palanteer 是否报告了哪个平台贡献了最多的利润或增长最快?我们能从中得到什么见解吗?不幸的是,没有。我们只能看到商业和政府收入之间的分拆,以及按地域的细分。
So talking about the latest earnings release, my question for you is does Palunteer report which platform is driving the most profit or is growing the fastest? Is there any insights that we get into that? >> Unfortunately not. Unfortunately not. We only get to see the split between commercial and government revenues as well as a breakdown by geography.
而且你通常可以说,政府和商业的增长基本一致,这是我喜欢看到的,因为这也降低了 Palanteer 对政府合同的依赖,至少在我看来,政府合同可能是一个波动性更大的领域,取决于白宫的情况,在国际上也是一个类似的波动性更大的领域。
And you can generally say that government and commercial growth are pretty much in line which is something that I like to see because it also reduces Palanteer's dependency on government contracts which at least in my opinion can be a bit more of a volatile field depending on within the White House and also internationally that's a similar more volatile field to play in
在过去的几个季度里,商业增长实际上超过了政府,但这种情况在过去也有过转变。所以也许我们会再次看到这种转变,而且从长远来看,我不指望商业增长会超过政府,因为显然客户群体更大,而且 Palanteer 在客户入职方面有了显著改善,这是我们讨论过的。
所以如果长期看不到商业增长超过政府,我会感到惊讶。
and in the last few quarters commercial has actually outpaced government but this has shifted in the past. So perhaps we'll see that shift again and I wouldn't expect commercial to grow more in the long run just given that the universe of customers is obviously larger and Palanteer has improved significantly which is what we discussed in the onboarding of customers. So I would be surprised if we don't see that outpacing government in the long run at least
而且看看这两个部门的息税前利润(EBIT),也就是税前和利息前的利润,这是一个利润指标,你也可以看到 Palanteer 在政府和商业方面的利润率相似。所以并不是其中一个比另一个明显更赚钱或更不赚钱。
and also looking at the EBIT of both sectors. So the earnings before interest and taxes which is a profit proxy you can also see that Palanteer has a similar margin for both government and commercial. So it's not like one of them is significantly more or less profitable than the other.
美国和国际市场的增长之间存在显著差异。自 2023 年以来,美国增长超过了 9 倍,这太荒谬了。而且上个季度同比增长了 115%。而国际增长显然波动更大,目前为 30%,对于地球上任何其他公司来说,这听起来都非常令人印象深刻,但对于 Palanteer 来说,这听起来并不令人印象深刻。
There is a significant difference here between growth in the US and the international markets. And the US growth has more than 9xed since 2023, which is so absurd. And it's up 115% year-over-year this past quarter. While international growth has definitely been much more volatile and it's currently sitting at 30% which for any other company on the planet would sound very impressive but for Palunteer it does not sound very impressive
所以我的问题是,这主要是因为 Palanteer 在国际上的声誉不佳,还是真正的原因是什么?有什么解释吗?我读到过,Palanteer 的系统在当年帮助美国政府追踪本·拉登方面起到了关键作用。
所以,如果有什么的话,我实际上有点惊讶,鉴于该公司对五角大楼的重要性以及接触国家安全数据的权限,公司竟然被允许与国际客户甚至商业客户合作。
and so my question I guess is is that primarily because of Palunteer's poor reputation internationally or what really is the reason for that? Is there any kind of explanation there? I' I've read that Palunteer systems were critical to helping the US government for example track down bin Laden back in the day. So, if anything, I'm actually kind of surprised that the company's even allowed to work with international clients and even commercial clients based on the company's importance to the Pentagon and access to to national security data.
我们稍后会谈到这个,但这是一个相当引人入胜的故事,例如,为什么 Palanteer 被允许与欧洲客户以及企业领域合作。
We'll get to that later, but it's actually quite fascinating story, for example, why Palente is allowed to work with, you know, European customers and also the the corporate space.
总的来说,我认为这是多种因素的综合。欧洲肯定存在对依赖美国公司的抵制,尤其是在 Palanteer 所实践的那种数据管理层面。
And generally, I would say it's a mix of things. So there's certainly a European resistance to being reliant on American companies, especially when it's about data management on the level that Palanteer practices it.
我的意思是,法国和英国最近都终止了与 Palanteer 的合作,转而寻求本地解决方案,我认为这些方案尚不存在,但他们想要构建。我们将看看情况如何发展。
I mean, both France and the UK have recently ended deals with Palanteer to go for local solutions that I think do not yet exist, but they want to build them. We'll see how that plays out.
但是,也有我们在其他市场看到的销售和市场动态,比如云计算,甚至现在的 AI,在欧洲的采用时间更长。而且鉴于 Palanteer 必须与客户紧密合作,你可能也不能只是打个 Zoom 电话然后就让客户入职新软件。
所以你需要实地人员。虽然 Palanteer 在欧洲大多数主要城市都有办公室,但我认为那里的产能与美国相比要少得多。
Um, but there are also, you know, sales and market dynamics that we have seen in other markets like, you know, cloud computing or even now AI where adoption just takes longer in Europe. And given how closely Palanteer has to work with its clients, you can probably also just not hop on a Zoom call and then onboard the client at the new software. So you need boots on the ground. And while Palanteer has offices in most major cities in Europe, I would assume there's much less capacity there compared to the US.
而且我认为 Karp 的关系,这就是我之前谈到的与其他国家的关系,也有点困难。他最近在一次采访中说,他只是喜欢支持欧洲的机构,否则他甚至不会在那里做任何业务,因为引用他的话“增长糟透了”。
And I think COP's relationship and that's what I'm you know talking about earlier with other countries is also a bit difficult. I think he lately said in an interview that he just likes to support Europe's institutions otherwise he wouldn't even make any business there because quote the growth sucks.
所以我不知道,你怎么想都行,但我猜欧洲增长比美国慢得多是 Palanteer 美国数据更好的另一个主要原因。顺便说一下,在最近的财报电话会议上,因为我们在这里谈到了指引,Alex Karp 说,他将在未来 18 个月内以等于或高于美国商业业务的速度增长业务。
作为背景,这意味着增长率约为 150%。即使他只达到,比如说,100%,那也将使 Palanteer 在 2027 年底达到 170 亿或 180 亿美元的收入,这太疯狂了。
So I don't know think about that whatever you want but I guess the fact that Europe has been growing much slower than the US is another major reason for why US numbers for Palanteer are just better. And by the way, on the last earrings call, because we talked about guidance, for example, here, Alex Karp said that he will grow the business at a rate equal or above what the US commercial business is doing for the next 18 months. And just for context, that would imply a growth rate of about 150%. And even if he only reaches, you know, let's say 100%. That would take Palanteer to 17 or $18 billion in revenue at the end of 2027, which is insane.
即使我不完全理解 Palanteer 做什么,或者是什么让他们与其他咨询和数据业务相比如此特别,但业务本身的财务基本面看起来真的非常好。
Even if I don't exactly understand what Palunteer does or what makes them so special compared to other consulting and data businesses, the financial fundamentals in the business itself are looking really really good.
但我仍然在问自己这个问题。为什么似乎没有人能够复制 Palanteer 所做的事情?他们难道不能像 Palunteer 那样利用其产品套件以及他们已经拥有的企业领域的连接来做同样的事情吗?
你会认为他们也许能够在此基础上发展,并创建某种类似于 Palunteer 的本体。
But again, I'm still asking myself this question. Why is there no one that seems to be able to copy what Palanteer is doing? Couldn't they do what what Palunteer has done with their suite of products and especially the connections into the enterprise universe that they already have? You would think they might be able to to build on that and and create some kind of ontology similar to Palunteer.
是的,这可能是本集最重要的一点,而且这并不容易,主要是因为很多家长的优势似乎归结于执行力,而正如你所说,从外部来看,执行力总是有点难以谈论和判断。
Yeah, this will be probably the most important point of this episode and it's not easy primarily because a lot of parental parent's advantage seems to come down to execution which is always a bit difficult to talk about and judge if you you know as you said on the outside
但我会尽力,可能我首先要谈的是转换成本模式,你知道我们谈过 Palanteer 如何创建本体以及这可能需要多长时间,一旦你经历了那个长达数月甚至数年的过程,我想你会三思而后行,不愿再转换并重新做一遍。
but I will try my best and probably the first thing I have to talk about it's the switching cost mode you know we talked about how Palanteer creates the ontology and how long all of that can take and well once you go through that multimonth or even year-long process I think you will think twice about switching and doing it all over again.
而且由于 Palanteer 到目前为止一直是这里的先行者,对吧?在过去两年里,没有任何竞争对手哪怕稍微接近过。他们在其他人开始之前就建立了庞大的客户群。
And since Palanteer has by far been a first mover here, right? There's no competition that has come up even remotely in the last two years. They just built a massive client base before anyone else can start.
特别是如果你想想那些客户是谁。你不仅有一千个客户,而且你拥有最大的公司和政府。所以这些合同如果是多年期的,我认为要进入那种领域并竞争是极其困难的。
And especially if you think about who are those customers. It's not only a thousand customers that you have, but you have the biggest corporations and you have the government. So those are contracts that if they are multi-year long, I think it's just incredibly difficult to get into that sort of space and compete
这家公司有着非常独特的文化。似乎真的没有等级制度,人们可以做他们认为当时能创造最大价值的事情,当然,和往常一样,这也有其限制,但大体上似乎就是这样运作的。
this company has a very unique culture. There's just not really a hierarchy as it seems and people can do what they believe creates most value at the time and of course there are limits to that as always but that's how it generally seems to work
然后当你从产品角度来看,它基本上违背了所有行业智慧,对吧?
and then when you look at it from just the product side it basically goes against all industry wisdom right
Palanteer 有点改变了这种动态。所以,这比 Palanteer 所做的每笔交易价值更低,但交易量要高得多。
Palanteer sort of changed that dynamic. And so that's lower value per transaction than what Palanteer does, but it is much higher volume.
所以这有点像 Palunteer 是一个更全面的 AI 原生版 Salesforce,至少在企业生产力的重要性方面是这样。
And so it's sort of like Palunteer is a more comprehensive AI native version of Salesforce almost at least in terms of its importance to enterprise productivity.
听起来 Palunteer 已经开发了一套非常专业的机器学习技术,远远领先于过去几年的人工智能热潮,并且主要针对政府和军事领域。
And it sounds like Palunteer have developed a really specialized machine learning technology set well ahead of the AI craze of the past few years and primarily targeted it at the government and military.
但现在,随着他们向商业客户推出这个模型,增长正在爆发。
But now growth is exploding as they've rolled out this model to commercial customers.
我看到过估计,Palunteer 的可寻址市场可能高达 2 万亿美元。我认为可以肯定地说,Palente 还没有受到竞争的考验。
I've seen estimates that Palunteer could have as much as a $2 trillion addressable market. I think it's safe to say that Palente has not yet been tested by competition,
我还应该说,Palanteer 并没有抢占他们的市场。所以 Google 可以像过去一样销售他们的捆绑产品,Microsoft 也可以这样做。所以他们不一定在竞争。
And I should also say that Palanteer is not taking their market. So Google can sell their bundle just like they did in the past and Microsoft can do the same. So they're not necessarily competing.
但我想在这种情况下,我不知道。我认为他们太臃肿了,而且不够灵活,无法在那种本体论方面与像 Palanteer 这样的公司竞争。
But I think in this case, I don't know. I think they're way too bloated and just not flexible enough to compete with a company like Palanteer on that ontology front.
我的意思是,我之前告诉过你,如果你问自己这些公司中哪一家应该真正派出 FTEES,这些前向部署工程师去企业客户那里设置他们的工具。我认为他们中没有人会这样做。
I mean, I told you before that if you ask yourself which of these companies should have actually sent out FTEES, these forward deployed engineers to enterprise customers to set up their tools. I think none of them would have done that.
他们所有人都会满足于把工程师留在内部,并将他们部署到他们的软件解决方案中,在那里他们能获得 60% 的利润率,对吧?
All of them would have settled for keeping the engineers inhouse and deploy them for their software solutions where they make 60% margins right
我不认为它很快能与 Palante 竞争。但这与Palanteer为最高级别客户所构建的东西相去甚远,我认为说这将很快与Palanteer竞争是一种牵强。
I don't see it rivaling Palante anytime soon But this is so far away from what Palanteer is building for the highest class customers that I think it's a reach to say that this will compete with Palanteer anytime soon.
Palanteer所做的就是创建这些关系。它说我们知道存在这些事物,比如XYZ,它们有权限做某些事情。现在,我们如何将其连接到整个地图的其余部分,使其有意义。
What Palanteer is doing it creates those relationships. You know it's saying we know that there are these things you know XYZ and they have permission to do certain things. Now how can we connect that to the entire rest of the map so that it makes sense.
这很难想象,但比这些SaaS公司目前所做的要复杂得多。ServiceNow擅长管理已经就位的数据,而Palanteer基本上是从各种地方获取原始数据,然后自己创建所有这些数据之间的关系。
It's just hard to imagine but way more complicated than what any of these SAS companies are currently doing. a service now is good at managing data that is already set in place where Palanteer is basically taking raw data from all sorts of places and then creates a relationship in all of that itself.
也许AI使他们能够以只有Palantir才能做到的方式映射事物,但现在这项技术已经更加民主化了。也许你无法做得像Palantir那么好,但以一小部分成本,并使用不同的AI工具,也许这就足够了。
Maybe AI enables them to map things in a way that only Palinger was able to do, but now that technology has been more democratized. maybe you won't be able to do it as well as Palunteer, but for a fraction of the cost and with different AI tools, perhaps it's good enough.
我认为它今天可能更受欢迎的原因是Palantir向公司展示了他们在数据管理方面实际上有多么低效。现在AI已经存在,看到AIP为Palantir带来的效果,我认为这让他们意识到他们可以从数据中获得更多,以及他们可以获得更多的效率提升。
I think the reason it might be more popular today is that Palanteer showed companies just how inefficient they actually are with their data management. And now that AI is there and seeing what AIP is doing for Palanteer, I think that just makes them realize there's so much more that they can get out of their data and so much more efficiency gains that they could get.
而且,还有成本节省,这是Palantir客户实际报告的最重要的事情之一。我认为内部解决方案在某种程度上是一厢情愿的想法。
Um, and also, you know, cost savings, which is one of the biggest things that customers of Palanteer are actually reporting about. I think in-house solutions are to some extent wishful thinking.
这就是为什么我谈到Palantir走出去,与安全团队(如果找不到更好的词)交朋友,然后是项目工作人员,而不是中层管理人员,因为很多对新事物的抵制实际上来自那里。
that's why I talked about hey palanteers going out there and befriending for a lack of a better word the seauite first and then the project workers instead of the middle management because that's where a lot of the resistance for new stuff actually comes up.
然后,如果你想想谁在构建这些内部解决方案,那几乎必须是中层管理人员,对吧?CEO也许可以说这就是我们想做的,但中层管理人员必须把这个想法带到他们自己的部门去实施。我不认为这会发生。
And then if you would think about who is building these in-house solutions, well, it almost has to be the middle management, right? The CEO can maybe say that's what we want to do, but then the middle management has to take that idea and deploy it in their own department. And I don't think that will happen.
过去十年没有发生过。我认为仍然不太可能。我想知道,当他们改变策略以适应更多类型的企业时,是否会有一些东西在转化中丢失。
It hasn't happened in the last decade. I think it's still unlikely. I wonder if something is lost in translation as they change their playbook to accommodate more types of enterprises.
所以,如果你想成为一家万亿美元的公司,你不可能与每一个客户的安全团队都交朋友。我认为他们在2023年注意到,当增长率下降到12%时,这种方式不太可扩展。
And so I mean you can't befriend the seauite of every single customer you have if you want to be a trillion dollar company. I think they noticed that it's not that scalable in 2023 when you know the growth has going down to 12%.
这就是为什么他们开始了研讨会,他们说如果我们去所有这些公司,与安全团队交朋友,那会花费很多时间,这些时间在某种程度上是低效花费的。
And that's why they started the workshops you know where they said well if we go out to all of those companies and we befriend the seauite that takes a lot of time you know time that is inefficiently spent to some extent.
那么为什么我们不直接给他们概念验证呢?我们邀请他们,在Palantir在企业领域更知名之后,他们现在过来了,所以他们已经在某种程度上处于成为Palantir客户的领域,现在他们在研讨会上,Palantir正在展示他们的产品,这样你就能显著更好地扩展。
So why do we not just give them proof of concept we invite them after Palanteer was better known in the enterprise space now they are coming over so they already sort of in the realm of becoming customer of Palanteer now they're in the workshop now Palanteer is showcasing their product and that's how you you know scale significantly better
我听说他们已经举办了超过一千次研讨会,而且请注意,CEO和CIO都坐在里面,所以你可以看到这种新方法的规模。
I think I heard that they had over a thousand workshops already and mind you there are CEOs and CIOS sitting in all of them so you can sort of see the scale of this new approach
我想知道Palantir到底使用什么模型?他们有自己的LLM,还是他们自己使用OpenAI和Anthropic?
I'm wondering now what model does Palunteer even use? They had their own LLM or are they using OpenAI and Anthropic themselves?
我很好奇它们之间的竞争动态会如何,以及这种情况会如何随时间演变。是的,这是个好问题,因为它实际上是一个重要的点。我的意思是,Palantir没有自己的模型。它使用市面上各种模型,基本上取决于客户想使用哪个模型,也许他们还会在它们之间切换。
And you know, I wonder what the competitive dynamics between them are and how that that could evolve over time. Yeah, that's a good question because it's actually an important point. I mean, Palency does not have its own model. It uses a variety of models out there and it basically depends on the customer which model they want to use and maybe also they change between them.
所以Palantir本身提供Claude、ChatGPT,还有Gemini、Mistral、Llama,基本上市面上任何模型都有。
So Palanteer itself offers you know Claude, Chad Gupt but also Gemini, Mistral, Llama and basically whatever model is out there.
Palantir的真正魔力来自于本体论所创造的上下文。
The magic of Palanteer really comes from the context that the ontology creates.
在这种情况下,在某些情况下,例如,Jeff,你问过Palantir内部发生了什么,对吧?LLM仍然是实际的推理和规划部分,对吧?但代理框架现在涉及来自你数据库的数据。本体论现在成为你可以提供给代理的东西,并说,这是我的数据集如何呈现的本体论,对吧?
这是我的库存数据在哪里。这是我的供应商信息在哪里。这是我的XYZ信息在哪里。而且
In this case, in some cases, for example, you know, Jeff, you were asking about what happens in palenteering, right? The LLM is still the actual reasoning and planning part of it, right? But the agent harness now involves data that comes from your databases. The ontology now becomes a thing that the ag that you can provide to the agent and say, here's the ontology of how my data sets look like, right? Here's where I have my inventory data. Here's where I have my supplier information. Here's where I have my XYZ information. And
当股价从20美元涨到170美元时。但是,当我们展望未来并思考今天的决定时,这绝对是一个逆风。我不确定看到他们以150倍市盈率或100倍市销率回购股票,我会多么兴奋。你知道,如果你认为Palantir被高估,那么为注销股份而过度支付可能对股东价值相当具有破坏性。
即使看到回购抵消稀释在某种程度上让人心理上感到安心。再说一次,就像我说的,如果你大幅过度支付,远高于内在价值,你就是在破坏股东价值,这有点抽象,有点学术化,但我认为这个想法是有道理的。
when the stock was going from $20 to $170. But, as we're looking forward and thinking about our decision today, it's definitely a headwind. I'm not sure how excited I would be to see them buying back stock at 150 times earnings or 100 times sales. You know, overpaying to retire shares if you believe that pounder is overvalued, that can be quite destructive to shareholder value. Even if it's somewhat mentally reassuring to see, hey, there's buybacks going toward offsetting dilution. Again, like I said, if you're dramatically overpaying well above intrinsic value, you are destroying value for shareholders, which is, you know, a little abstract, a little bit uh academic, but it is, I think, there's truth to that that idea.
顺便说一句,如果你在问自己,你们不是看好Palantir吗?你们现在谈论它已经60分钟了。那么,你们难道不认为以今天的价格回购股票是有吸引力的吗?我应该再次澄清,去年和前年,情况完全不同。
所以,Palantir实际上与去年相比发生了变化,因为增长加速了很多,估值也下降了,我确实认为在这里是有吸引力的,尤其是在一年前或两年前财报发布之前。我认为它当时是市场上最昂贵的公司之一,这可能是正确的,而且可能是一个很好的机会。
And by the way, if you're asking yourself, well, aren't you guys bullish on Palente? You're talking about that for 60 minutes now. So, wouldn't you think that it's attractive to buy back shares at today's prices? I should really clarify again that last year and the year before that, the story was completely different. So, Palenty actually changed compared to last year because growth has accelerated so much and the valuation has come down that I do believe it's attractive here and especially it has been before the earnings release just a year ago or two years ago. I considered it rightfully so I believe to be one of the most expensive companies in the market and it probably would have been a good shot.
但我在资本配置方面问自己的问题是,为什么Palantir不投资更多资金在员工队伍上?特别是考虑到他们总是说他们的产品有更多的需求,而且他们每个用户的收入持续增长。所以我只是觉得对员工队伍的投资似乎是一个相当好的投资。
But what I asked myself in terms of capital allocation is why does Palanty not invest more money in their workforce? Especially given that they always say they have so much more demand for their products and they keep generating more revenue per user. So I just feel that an investment in the workforce would seem like quite a good investment.
Palantir所做的相反,我在录制前和你谈过这个,我不完全理解,就是它与咨询公司埃森哲合作,基本上他们使用埃森哲的员工作为前向部署工程师。所以埃森哲培训自己的顾问使用Foundry和NIP。
所以他们显然比普通埃森哲顾问更了解Palantir是什么,但那些人仍然在客户那边做部署工作,而Palantir销售软件许可证。从纸面上看,这是有道理的,因为他们保持了高利润的收入,但我觉得这并不完全合理,因为你感觉Palantir只雇佣这些高才能的人,因为他们做的很多工作是去公司,弄清楚它是如何运作的,处理所有政治,然后获得本体论。
现在看起来你似乎可以找到一千个,你知道,没有冒犯在埃森哲工作的人。请不要误解,但你可以从埃森哲找到那些对Palantir的理解不如Palantir工程师的人,他们为你做工作。再说一次,这不是少数人。
作为背景,Palantir大约有4500名员工。
What Palanteer does instead and I talked to you before recording about this I don't fully understand it is that it partners with the consultancy firm Accenture and basically they use Accenture employees as forward deployed engineers. So Accenture trains its own consultants on Foundry and NIP. So they obviously have a better idea of what Palanteer is and the average Accenture consultant but still those people then do the deployment work at the customer side and Palanteer sells the software license. On paper, it makes sense because they keep the high margin revenue, but I feel like that doesn't fully make sense because you feel like Palanteer is only hiring these highly talented people because a lot of the work that they do is going to the company, figuring out how it works, doing all the politics, and then getting the ontology. And now it seems like you can just get a thousand, you know, nothing against people who work at Accenture. Please don't misunderstand that, but you can just get people from Accenture who don't understand Palanteer to the same level than Palanteer engineers and they do the work for you. And again, it's not a small amount of people. For context, Palanteer has about 4,500 employees.
我们转到估值讨论怎么样?我非常好奇你作为价值投资者,同时也作为似乎对Palantir的技术和增长相当兴奋的人,你是怎么想的。嗯,这确实非常引人入胜。所以,诚然,我本来会把Palantir视为一只无可救药地被高估的网红股,但你在录制前已经告诉我,这只股票可能存在真正有吸引力的入场点,尤其是考虑到它的波动性。
how about we transition to talking about valuation now? I'm I'm very curious to hear how you think about this as a value investor, but also as someone who seems quite excited by Palunteer's technology and and the growth. Um it it is really uh riveting. And so admittedly, I would have dismissed Palunteer as being a hopelessly overvalued meme stock, but you already told me before recording that there is maybe the chance for legitimately attractive entry points in this stock, especially with how volatile it is.
你知道,正如我今天在节目中多次说的,显然,你在这里没有价值股。我完全知道这一点。但你真的必须考虑到令人难以置信的增长来看待估值。如果Karp实际上能够以美国业务目前的速度增长Palantir整体直到2027年底,那么市销率将从今天的约60下降到约20。
然后基本上都取决于2028年和2029年的增长率。当然这是推测性的,但Karp到目前为止总是兑现了他给出的指引。当然你可以争辩说这不是真正的指引,而是他在采访中说的话,但我在这里只会假设或理所当然地认为这是他实际想要实现的目标。分析师一次又一次地严重低估了Palantir。
You know, as I say today multiple times in the episode, and obviously again, you don't have a value stock here. I'm fully aware of that. But you really got to put the valuation into perspective considering the incredible growth. And if COP is actually right about being able to grow Palanteer overall at the current rate of the US business until the end of 2027, well then the price to sales ratio would decline from where it is today, which is about 60 to about 20. And then it pretty much all depends on you know the growth rate in 2028 and 2029. And of course this is speculative but CB has always delivered up until now on the guidance that he gave. And of course you could argue this is not really a guidance but something that he said in an interview but I would just assume or take it for granted here that this is what he actually aims to achieve. And analysts have massively underestimated Palanteer again and again.
我应该说的是,如果你考虑市销率,它不是最有用的指标。总的来说我同意你的看法,但我认为它在这里很好地说明了这一点,因为Palantir的利润率非常高。所以当普通企业软件公司以大约7倍销售额交易,营业利润率约为20%时,那就是营业利润的35倍。
现在如果Palantir在其假设的227数字上大约是22倍销售额,但利润率是60%,那也会导致营业利润的35倍。所以巨大的增长和利润率使得Palantir相对于其他软件公司今天看起来更贵,但实际上可能并非如此。
And I should say that if you think of world press sales it's not the most useful metrics. Generally I agree with you but I think it makes the point here quite well because Palanteer has incredibly high margin. So when the average enterprise software company is trading at about you know 7 time sales on roughly a 20% operating margin that's a 35x on operating profit. Now if Palanteer on its assumed 227 numbers would be about 22 times sales but that has a 60% margin that would also result in 35 times operating profit. So the massive growth and the margins make Palanteer relatively at least to other software companies look more expensive today than it actually might be.
这只是显示了拥有高经营杠杆和更高利润率的威力。再说一次,就像你说的,这不是价值投资,但也不像我想象的那么离谱。
That just shows the power of of having high operating leverage and and and higher profit margins. And again, like you said, it's not a value play, but it's also not as ridiculously priced as I would have thought.
我认为我们唯一能说服人们的方法就是真正进入模型。所以这次我建立了两个基础案例。一个使用CAR预测到2027年底的数字,另一个使用分析师的估计。当然这是一个5年模型。所以2027年之后的一切显然还是我自己的估计,但在第一个基础案例中,使用CAR明年的增长率约为150%。
之后我个人认为增长率会降至60%,然后每年再降低15到20个百分点。所以到2031年我们会得到28%的增长。简单总结一下,因为数字很多,这个模型中的收入增长率在未来5年将处于高位50%左右。
相比之下,第二个基于分析师估计的基础案例的收入增长率仅为22%。所以我在两个案例中都保持利润率相对稳定,约为60%的营业利润率。你可能会说,如果有更多竞争,比如Anthropic进入市场,微软进入市场,利润率会受到压力,这是可能的,但目前这完全是猜测。
所以,我们假设60%的利润率。如果你采用分析师的估计,并应用30倍的退出倍数和10%的折现率,以及20%的安全边际,这是我们通常做的,你会得到90美元的公允价值。如果你相信COP的估计,并且之后增长率比分析师略高。
当我说略高时,我们说的是每年大约10个百分点的差异。所以,你可以说这是显著更高。公允价值约为每年240美元。所以,差异显著,远高于当前股价。
I think the only thing we can do to convince people here is actually jump into the model. So I built two base cases this time. One with the numbers that car predicts until the end of 2027 and one with the analyst estimate. So of course it's a 5-year model. So everything after 2027 is still obviously my own estimate but still in the first base case using carbs growth rate of about 150% for next year. IDK growth after that personally to 60% and then 15 to 20 percentage points per year lower. So we would end up with you know 28% growth in 2031. You know just summarizing that because that's a lot of numbers the revenue keer in this model would be in the high50s for the next 5 years. For comparison though the second base case built up on analyst estimates works with a revenue k of only 22%. So I keep margins in both cases relatively stable which is about 60% operating margin. You could say, well, if there's more competition, so let's say Anthropic gets into the market, Microsoft gets into the market, the margin will be pressured, it's possible, but at this point, it's completely speculative whether that would actually happen. So, let's just assume a 60% margin here. If you then go with the analyst estimates and you apply a 30x exit multiple and a 10% discount rate with a 20% marginal safety, which is what we usually do, you would get a fair value of $90. if you trust COP's estimates and slightly higher growth afterward compared to analysts. And when I say slightly higher, we're talking a difference about 10 percentage points per year. So, you could argue it's significantly higher. The fair value is at about $240 a year. So, a significant difference and way more than the stock is currently trading at.
看你的模型,你还调整了稀释,每年股份数增长1%,尽管我们讨论过股票补偿是两位数的百分比。而且你的模型中没有回购或股息。所以看起来你不认为Palantir会向股东支付现金或进行任何资本回报。
Looking at your model, you also adjust for dilution with share count growth of 1% annually, even though we talked about stockbased comp being in the double digit percentages. And so you don't have buybacks or dividends either in your model. So it seems like you don't think Palunteer will will be paying cash to shareholders or doing any kind of capital returns.
是的,我认为短期内你不会看到任何回购或股息。顺便说一句,我也做了更多稀释的模型。比如每年1.5%或2.5%,只是因为增长。这不会大幅改变你的回报,尤其是在COP情景下。如果你只考虑分析师的估计,变化会更大。
Yes, I think um you will not see any buybacks or dividends anytime soon. By the way, I've also done the model with more dilutions. So 1.5% 2.5% a year just because of the growth. It doesn't change your return massively especially in COP scenario. If you think just about the analyst estimates, there's more of a change.
但是的,你说得对,我认为每年约1%到1.5%的稀释,这与过去几年一致。我应该这么说。而且没有回购,没有股息。嗯,我得说,你让我兴奋了。我没想到会喜欢Palantir,但我就是很感兴趣。
这可能是我们遇到的最有趣的公司之一,从财务角度和非财务角度都是如此,当你深入了解其哲学、参与业务的人以及他们从事的项目类型时。我们说的是帮助追踪本·拉登的公司。所以这真的很独特,而且,是的,在今天的节目之后,我绝对能理解为什么你对Palantir也感到兴奋。那么,尽管如此,我猜你还是会建议不要投资它。
But yes, to your point, I think over a dilution of about 1 to 1.5% a year, which is in line with the last couple of years. I should say that. And no buybacks and no dividends. Well, I gotta say, you got me excited here. I I didn't expect to end up liking Palunteer at all, but I'm I'm just so intrigued. It's maybe one of the most interesting companies that we've come across from both a financial perspective and also a non-financial perspective when you get into the philosophy and and the people involved with the business and the types of projects that they worked on, right? We're talking about a company that helped track down Bin Laden. So it's just really unique and uh yeah after today's episode I I can definitely understand why you have felt some excitement too about looking at Palunteer. So with all that said I assume that you are going to recommend not investing in it nonetheless.
嗯,在财报之前我更倾向于投资。我得这么说。但即使在那时,这又回到了我们在最大亏损者集中讨论的经验教训。Palantir的结果几乎完全取决于其营收增长。当我看那些快速增长且表面看起来一切都很好的公司时,我喜欢做的一件事是,在脑海中设想一个情景,大致是这样的。
假设下一份财报发布,增长比人们预期的减半。所以假设COP的结果是150%的增长。现在突然你只得到75%。我是否足够自信能够弄清楚并解释为什么公司增长显著低于预期?
Well I was closer to wanting to invest before earnings. I got to say that. But even then and this sort of goes back to the learnings that we discussed in our biggest loser episodes. Palante's outcome is almost completely dependent on its topline growth. And one thing that I like to do when I look at companies that are growing rapidly and everything looks great at the surface is that I come up with a scenario in my head which basically goes like this. So I would assume the next earnings report is coming out and then growth is cut in half from what people are expecting. So let's assume you know COB's outcome 150% growth. Now suddenly you only get 75%. Would I think I'm confident enough to be able to figure out and explain why the company grew significantly slower than people anticipated?
而且我认为,如果对自己诚实,Palantir必须归入那一类。我认为当业务表现良好且增长时,每个人都有一种错觉,认为自己知道并理解为什么它增长得这么好。但如果这种情况突然改变,我不确定还有多少人会声称自己那么了解这家公司。
我认为整个故事归结为:它对我是否有意义,以及我是否完全理解其背后的技术?为了明确,我觉得你不需要理解一切。例如,如果你在这个行业工作,你对行业的一般运作方式有更好的理解。我认为你和肖恩不是这种情况。
我认为我们俩最好坐在场边,欣赏Palantir正在做的事情,而不是今天投资。
And I think if I'm being honest with myself, Palanteer has to fall into that category. I think when the business is doing great and it's growing, everyone has this illusion of knowing and understanding why it's growing so great. But if that was suddenly changing, I'm just not sure how many would still claim to understand the business that well. I think the entire story here comes down to does it make sense for me and do I fully understand the technology behind it? And just to make it clear, I feel like you don't need to understand everything. If you for example work in this sector and you have a much better understanding of how the industry generally works. I think that's not the case for you and I Sean. Um I think the two of us would probably be better off sitting on the sidelines just admiring what Palanteer is doing and not investing today.
我们,这里的价值投资者,两个深受巴菲特和芒格启发的人,不想投资Palantir。我不认为这令人震惊,但这并不意味着Palantir不会继续表现良好。如果有什么的话,我的直觉是公司可能会做得很好,股票也可能如此。
我不知道从当前价格来看,但如果出现抛售,对于那些愿意更多投机的人来说,这可能是一个真正有趣的入场点。
We uh the value investors here uh two guys who are very inspired by Buffett and Munger didn't want to invest in in Palunteer. I don't I don't think that's a shock, but also that doesn't mean pounder won't continue to do well. I if anything, my gut feeling is that the company probably will do very well and probably the stock will too. I don't know about from current prices, but um if there's a sell-off in it, that could be a really interesting entry point for folks who are willing to to speculate more.
而且,如你所说,如果你真的不理解是什么驱动业务,那么对我来说,你不是在投资。要成为投资者,那真的意味着你必须像所有者一样思考,并感觉自己理解影响业务的所有变量。所以,如果你只是买入股票,而没有那种所有者心态和对驱动因素的理解,那么你只是在投机。
投机可能有利可图,也可能代价高昂。但我们的首要目标是成为有纪律的投资者。所以如果我们坚持这一点,那么我们不能投资像Palantir这样的东西,即使它非常令人兴奋,至少今天不行。
And uh as you said, if you don't really understand what drives the business, then to me, you're not investing. To be an investor, that really means you have to think like an owner and feel like you understand all of the variables affecting the business. And so, if you're just buying a stock and you don't have that owner mindset and that understanding of what is driving things, uh well, then you're just speculating. And and speculating can be profitable or it can be quite costly. But our aim first and foremost is to be disciplined investors. And so if we're going to adhere to that then uh yeah we can't invest in something like Palunteer even if it's very exciting at least not today.
我认为如果Palantir继续这样发展,我们有一些人,尤其是在我们的智囊团社区中,很可能比我们俩更了解这家公司。所以我可以想象,经过几次讨论,我更了解这家公司,看到更多他们所做事情的证据,更好地理解本体论的含义,以及它是否真的可以被其他竞争对手复制。
我认为所有这些意味着我可以把它放在观察名单上,在合适的价格,尤其是对我自己和公司有正确理解的情况下,我可以考虑投资它。总的来说,我不会说这是一只我永远不会投钱的股票。这主要取决于我现在对这只股票的理解程度,以及它的交易价格。
即使在130美元,那是财报前的价格,我认为不便宜,但如果你相信增长,那还算合理。我认为今天,很多机会基本上已经消失了,如果你看到股价低于100美元,而情况没有改变,算我一个,我会更感兴趣,用巴菲特的话说,关于投机和投资的哲学。
I think if Palanteer keeps chugging along like this and we have some people especially in our mastermind community that will most likely understand this business much better than the two of us do. So I could see myself with you know a couple of talks understanding the business a bit better seeing even more proof of what they do even better understanding what the ontology means and whether that is actually copyable for other competitors. I think all of that means I could have it on the watch list and at the right price and especially the right understanding of me and the company I could see as investing in it generally I wouldn't say that it's a stock that I would never put money in. It's primarily about how well do I understand the stock right now and also where is it trading again even at 130 bucks which was you know the price before earnings I think was not cheap but it was kind of reasonable if you believe in the growth I think today um a lot of that opportunity is basically gone and you know if you see the stock below $100 and nothing changes count me in and I would be way more interested to to kind of say it with Buffett in terms of your philosophy of you know speculation and investing.
巴菲特说,引用:“投资与投机之间的界限从来都不清晰明亮,当大多数市场参与者最近都享受了胜利时,这条界限就变得更加模糊。没有什么比大量不劳而获的钱更能削弱今天的理性了。我想说,在帕兰提尔有很多人赚了很多钱,我为他们所有人感到高兴,但其中许多人可能并不像我们两个在投资时那样理解这只股票。
再说,它从2023年的低点已经上涨了2400%。所以,有些人对自己的论点中的一些盲点感到满意,这很自然。”
Buffett said, quote, "The line separating investment and speculation, which is never bright and clear, becomes blurred further when most market participants have recently enjoyed triumphs. Nothing today's rationality like large doses of effortless money. And I would say that you have a lot of people in Palanteer who made a lot of money, and I'm glad for all of them, but many of them might not understand the stock to at least the extent that the two of us would want to understand a stock when we invest. Again, it's up 2400% from the 2023 lows. So, it's only natural that some people are okay with some blind spots in their thesis.
这个频道对 $PLTR 的历次判断
The Intrinsic Value Podcast 在这只股票上共 2 条判断,这里只列相邻的几条。