George Robson, Sequoia and Benjamin, Tech Barbecue: The SHOCKING Truth About Building AI Companies

Sequoia partner George Robson and Benjamin discuss how Europe became a serious AI hub, with new centers in Munich, the Nordics, and the Baltics. They cover what investors now look for in AI companies, the cultural differences between US and European founders, and why early company culture and public storytelling matter for scaling globally.
Chapters
In the global tech landscape, Europe has often been dismissed as the underdog.
We have voices like the all in team saying that Europe is basically unimasterable.
It's a perception built on a painful reality that once held an entire continent back.
Historically, we didn't always have the depth of liquidity, right, to be able to invest in those founders and support them as they went out.
But that narrative is being flipped on its head by a new generation of founders, investors and ecosystem builders.
The debt to capital is here, the talent is certainly here. The scared of ambitions here as well the proof.
Look at how rapidly entire innovation hubs are emerging across the continent.
Munich, for example, is an ecosystem. Ten years ago, it wouldn't have necessarily been on people's radar.
What's driving this explosive growth? The very skepticism that was meant to hold Europe back.
I would never underestimate anyone with a chip on a shoulder. It is incredibly powerful.
But in this accelerated era, European founders need to think differently about building, formalize
the company culture early. I think that's a day one conversation. Companies are able to grow faster than ever, but go from having two employees to 30 employees within it. Yet.
Join us as we sit down with George, partner at Sequoia Capital, to explore how Europe is transforming from underestimated to unstoppable and what it means for founders building the next generation of world changing companies.
Tear down this wall.
It's more than just an alliance.
This is a union of values. Values. Let's.
This show is not investment advice. And the hosts of this episode may
be invested in the funds and companies featured.
Welcome back everyone to another episode of the UVC podcast. As you know, we're all about connecting, channeling European VCs and LP and the LPs that back them. And today I am so happy to be joined by both George Robson from Sequoia and our good friend and ambassador in Denmark, Benjamin from Tech Barbecue. We're going to talk both about of course, George's journey, Sequoia and Europe, what you're doing and what you're up to now. Then we're going to talk a bit about the powerhouse that is Europe and what we the position we're in in the global landscape today. And then we're going to talk a bit about the future of investing versus what it is right now versus the past. So Benjamin, before we start, because you made the connect to George, I thought you should definitely join us for this conversation. Could you say a few words just about yourself and tech Barbecue and kind of why you thought George was the Right guy?
Yeah, I think he'll make it short and sweet because George is the interesting guy in this conversation. He's a truly remarkable person and we've been very fortunate to be hosting him at Tech Barbecue for a few years at least by now, maybe it was four or five years ago. Was your previous Parliament Miller, who came and then very shortly after George took over, I think the youngest partner in Sequoia's history and came in and really embraced what we did at Take by apiq, which is very founder focused. I think you have been a jury member in multiple of our pitch competitions, attended our various dinners, contributed to stage concert, met a lot of people. I even believe that one of the years you were the most active, I don't know, jury member or meeting explorer within a category which popped up internally and we're like, oh, that's amazing. He's really hands on and he's really looking deep. And so I just think there are a few people like George who take their work or put themselves to as high a standard as a venture capitalist should do in the ecosystem in Europe that we have today. And that's just really amazing to work with. And that he has a platform like Sequoia to embrace and work through is just phenomenal.
Those were some kind words, George, tell us about yourself and your journey and then the audience, those that don't know you yet will be able to be make up their mind if you deserve those wise works.
Yeah, that is high praise, Ben, thank you. No, I, I mean I love tech bbq. I think it's an amazing event that pulls in a lot of exceptional talent from across the region. So yeah, you'll see me there for many years in the future. So I joined Sequoia five years ago. We opened an office in London which was, we've been investing in Europe for a long time with Sequoia, actually back to, you know, 2007, 2008. Companies like Klarna and Unity were actually our first two investments. They're both out of the Nordics, as you know, so the first of hopefully many, many, many more. But we opened our office here as a relatively new chapter in Sequoia's history. Just to open an office to be on the ground, obviously to be closer to European founders. And it's been part of that. I think that's really introduced me to the venture world before that. I'm British, you know, I grew up in London, I studied at LSE and LSE really exposed me to the world of entrepreneurship for the first time. I Actually co founded when I was there, what was a kind of lowly accelerator with a few friends where I was on a panel in my final year talking about that accelerator, you know, on, on campus. And Revolut was actually on that panel with me. And Revolut would have been a, you know, a pre seed or a C company at that time. So I was first introduced to the team the level of ambition that that organization has. At the time it was just a multi currency travel card. Right. Who knew it could get on to become, you know, one of Europe's first financial super apps. But I was intoxicated by that, I think the intensity of that team. And I remember kind of learning about that experience in a couple of months when I was working at Morgan Stanley. I knew that they were based in Canary Wharf, you know, just across the square. And I reconnected with Alan Chang, who was the guy that I'd met on that panel a couple of years earlier. And I joined the business to basically build and scale their consumer subscription business. So Revolut Premium and I did that, you know, job from the first day I joined to the day I left. And it really introduced me to the world of technology and I think the speed in which you need to move out to build a company of that global scale. And yeah, I'm grateful to say, you know, Sequoia picked me up and I was coming out of Revolut and it's been five years of, you know, education, building out the office here, building the footprint and working with some incredible founders and doing that as part of one team across US and Europe.
George, we could talk a ton about what it's like to go from being an operator to being an investor and those types of things. I'm sure you've done podcasts on that with others. We also have perspectives from bunch of people on that. So I don't think that's the most exciting thing we can talk about now. I do, however, think that given we've seen Europe get into such a both headwind and tailwind at the same time. Because here in Europe, I was just saying this just before we started. We've never seen a bigger rallying around Europe, at least for those of us that are inside Europe. And then at the same time you're, you're with a bit one foot in on both sides of the Atlantic and then you're seeing the US definitely not necessarily being as big proponents of Europe or at least we have voices like the all in team as an example, where you have chamath Last week. Now I'm dating this episode, saying that Europe is basically uninvestable. George, how do you square this as a person inside Sequoia, the world's leading venture firm, trying to figure out and position Europe in this world that is in a massive upheaval right now.
The beauty of our setup is we have incredible flexibility, right? We partner with companies from literally the idea stage, but we have funds that lead all the way up to the level to invest through the IPO and actually be on the ipo. The reality of that is we work as one fund family, really, across the board geography, from Israel to San Francisco, we just want to find the best founders wherever they may be. And that's exactly why we opened the office. The track record of Europe speaks for itself. I think what was remarkable is that you had a long history of European champions being built from this part of the world, but you've had over the last, if you look at the last seven, eight years, plenty of examples now across categories of businesses that are built from Europe that go on to global dominance. In that category, you have businesses like UiPath, you have a Revolut, you have companies like Miro, obviously you go as far back, you have companies like an SAP, you have these organizations that have been built here that prove we have the depth of the talent pool. But historically we didn't always have the depth of liquidity, right, to be able to invest in those founders and support them as they went out. And what's incredible, if you look at the last 10 years in particular, we have a very large number, high density of these incredible C funds. We have increasing capital at Series A, we have growth funds that can match that scale of ambition and that speed of execution. And you see that in these cohorts of companies that are coming out now, these kind of pre IPO businesses that are doing great work in companies like 11 Labs in AI, obviously, the amazing heritage of DeepMind that you have out of London, etc. Etc. I think what is interesting about this world today, you know, again, in the era of AI, is many new sets of technologies and many new market opportunities have rebuilt themselves. If you think about the fact that Europe has historically had this incredible industrial base, this manufacturing base, there are very few places in the world that are better. I would argue Europe is the best place to think about building, you know, vertical robotics applied to some of these problems. We have an incredible history in life sciences going back many, many decades. We're seeing a lot of that energy and that enthusiasm being applied to these new Technologies. So I think there's a pretty strong argument that actually Europe has been the best place. It's been forever as a place to build a company. The depth of capital is here, the talent is certainly here and we see and we feel it every day that the scale of ambition is here as well. So yeah, we're continue to be excited to be based here, investing in these European companies.
Could you just highlight for everyone because us interest, us commitment to Europe has kind of varied from firm to firm. We, we saw towards the end of the SERP cycle, we saw everyone coming in, establishing offices here. Then we've seen quite a few pulling back. Could you tell us where, where is Sequoia on this journey today? How many are you in London? What functions do you have in London? So on and so forth. Also maybe a bit to those that don't know, how does the investment decision making process happen inside Seora, why don't. You're particularly looking at a us or sorry, a European deal.
Absolutely. So a few points there. So we opened an office in London about five years ago. We are, I think we're five or six investors based here in London, about 20 people in the office and we've actually built it to replicate exactly the structure we have in the US So we invested in building, for example, an amazing talent function. They help our founders recruit obviously, but they help a lot with, you know, finding pre founders who are thinking about taking that leap of faith to build company, thinking about, you know, compensation and performance management for these businesses, etc. Exactly as we would do in the US I touched on it earlier, but it's the same fund family, right? It's the same partnership effectively. We have $180 million seed fund, we have a $600 million venture fund, we have a growth fund, the pre IPO fund. All of those funds mandate is just to go out and find the best companies wherever they may be. Right. And if you think about European founders, they typically fall in one of two buckets. They're either trying to build a European champion. Right. A business like a trade republic, you know, would be a case study of that. Or maybe a penny lane in France. Or they're a business that is building from here, has ambitions to maybe go on and take on the US for that. I'm thinking about a business like, you know, an N8N or an 11 labs. The reality is we can help both those founders, we can help them to expand across Europe. We can take some of their learnings, maybe some of the playbooks. We've seen from the US trying to, you know, apply that to the European market, or if their ambitions is to go to the US market directly, we can help them with thinking about setting up in the us, thinking about accessing, you know, the talent pool there and the customer base there. We don't really care. We just want to help our founders that have those ambitions to go out and win. So I think the reality is today, you know, again I said, I mentioned it, but the opportunity set for you to raise capital here is as big as ever as a coin. We don't have, you know, a dedicated sub allocation in our fund. We don't have a separate ic. We apply, if you like, a global bar. As we think about the people in which we want to be in business, it just so happens and more and more and more of those founders of that bar and of that ambition are coming from Europe.
Can you break down, George, a bit how you think about the state of potential opportunity across the UK and continental Europe? Are the specific geographies where you're focusing more on what's your approach to each geography? Do you think of it as such or do you see Europe as one big. And you get a funnel that is Sequoia and then for that reason you just get that, the width or do you. What's your approach to ensuring coverage across Europe?
I think the remarkable thing about Europe is exactly that level of diversity. And I think that the diversity comes from a few places. I think one in each different European market you have different aircraft carrier type business, meaning a business that went on previously, that was founded, that is maybe a pre IPO or even a public market company that has been incredibly successful, has taught people who worked at that business what scale looks like. Right. You know, what, what great looks like. And frankly, for a lot of those people, it's provided enough financial security that they can think about taking risks and going about and building again. And examples of that, you know, I'm talking about a business like a Klarna, obviously a Spotify previously a business like a Revolut. You know, you have, you know, pre IPO companies now that are really making that, making that up. So I think that that's the first piece and that often has a pretty serious implication on the types of businesses that are being built. Right. That are coming out of those companies. And sometimes it's not all that obvious. To give you an example, business like Bolt in Estonia, Bolt is obviously a consumer marketplace, but it just so happens that actually Bolt is also one of the largest vertically integrated manufacturers of e scooters in the world. Right. Because it's a very important part of their business. And it so happens in Estonia, you know, you're obviously on the border with Russia, you have military service or you have a lot of people that have, you know, military training. So Estonia has really emerged as one of the defense hubs in Europe. And it wouldn't have been obvious, you know, combining those three facts, that you would see all of that talent density coming out of a business like Bolt and going on to found defense companies. But you do so in Europe, you have to understand that story at each point in time. Again, first with the aircraft carriers, second with just the industries that are surrounded by it. You know, we've seen the incredible rise of Munich, for example, as an ecosystem. Right. Ten years ago, it wouldn't have necessarily been on people's radar. Today you see this incredible density of robotics companies and hardware companies and things like that coming out of the region. You obviously have this incredible life sciences history in the Nordics, right? Obviously Denmark, you see it, you feel it every day in the entrepreneurial community. The UK has fintech, incredible track record in fintech. And actually a lot of that energy has started to bleed into climate tech. And it's a crypto, as it turns out. The markets are kind of structured. Similarly, there's regulation, it's high volume, it's low margin. So I think in Europe, you need to understand the shape of those different ecosystems and sort of where those core competencies are coming from to make sure that you can capture the kind of upshot as you see it coming into the landscape.
I think Europe is at a particular point in time where the choices we make have a profound impact on the future of the ecosystem. And I think it's a very hard time to navigate because we are decentralized and we're trying to come together. But if we come together, there's so many chefs or chefs at the table that it's hard to make decisions. So we end up being these nations trying to do the best that we can do in order to make Europe great, etc. And so I don't think there is one answer that's correct for how Europe gets a seat at the table. But I do think that Europe has its chip on its shoulder. And I think we've seen it through the likes of Project Europe and more initiatives around. And I would never underestimate anyone with a chip on their shoulder. It is incredibly powerful. And so when you're told you can't do something like, watch me And I think that's what we're seeing from a lot of founders. And I don't think we should underestimate the value that we see being created from such statements that create the chips and shoulders in a couple of years from now. And I do think that local nations all around Europe are making great initiatives going forward, doing their biddings to help. I think it was about a few months ago that I think was Germany, they put in 1 or 2 trillion trillion and kind of front loaded it into industry around the time that, you know, Zelensky was in, in the US and things went down and frontloading 1 to 2 trillion into an industry, you're going to feel it. I mean, I'm just curious to see how that's going to play out for Germany in a few years. But I don't think we have it all. I still, I still think we lack capital. And if you ask most VCs, they say we don't. But I think we do. And I think we can see it in many ways. And I think we should maybe also accept that instead of trying to say all right, we're independent and it's Europe for Europe and we're not going to collaborate globally. I don't think that's going to fly. I don't think that's going to happen either. I do think that capital has a way of finding its way into opportunity. And I think it was in 23 or 24 when the global stage was set for the fact that defense and dual use were going to become a thing. It turned out that in 23 and 24 already then about 65 or 70% of capital running to European defense and dual use startups came from the US investors, something like that. And that's also going to happen. So when we double down on deep tech, life science, defense tool use, you name it, that are categories that we could win with the talent that we do have winning AI. I think, I think it was a report from you guys at Sequoia Atlas or something that mentioned that we have something on the magnitude of 30% more AI talent concentration in Europe. So I think even if we have the talent which most VCs are saying that are lacking, we have the capital, right? We just can't find it. I think even if we get that it's going to be a global collaboration to fund and build startups, I just hope that most of them that gets created will stay in Europe, or at least a large portion of it will stay in Europe, have global customers and be supported by the best VCs along the way. And so it's hard to navigate that because it seems like we're all for Europe now and I'm all for Europe, but how to balance that? It's easier said than done.
George Benjamin said some things there that captures the zeitgeist of Europe right now. I asked you a question before which you. I wouldn't say you sidestepped it, but you described instead the openness in the Sequoia platform for you to be able to let capital go where the best opportunities are. But I'd love to double click on this question of the European side. Guys around. Everyone rallying for Europe versus one, at least in the public sphere, could feel like an anti European zeitgeist in the us Meaning it's us first. Europe is not investable. It's this type of thing. You have your daily walk on both sides. I'd love to ask you one off the social media platforms. What is the conversation in the US about Europe?
So if you're someone who's based in, in the US market, you know, there's time and energy required to educate yourself on the European opportunity. Right. And there's a few reasons for that. Right. Depends what the business is, of course. But in the markets look different. We have different regulations. We obviously have very different. Like the strategy in the playbook, as you think about going country to country in Europe is very different than going state to state in the U.S. right. There are frankly a bunch of different market features that are very different here. Right. We have different levels. Some, some things are very cheap here that are very expensive in the US and vice versa. Right. But also more than that, you know, founders also look and sound different. There's a level of calibration you need to have on, you know, what does it mean to go to one of the best European universities? You might never have heard of that university. You might not know that the program in that university is world class for what it does. You might not understand that. You know, in the us, I think lots of founders are, you know, taught from a very young age. This is the power of storytelling and the sort of power and marketability. And I think in Europe, people tend to be a little bit more direct on some of those characteristics and not necessarily sell themselves as aggressively, which in a fundraising context can actually be a detriment sometimes. So all of that nuance is like, I think why people who are from Europe appreciate that and in fact love it here. But frankly, it requires activation energy for you to be able to get there. If you're a venture capitalist who doesn't spend a huge amount of time in the European market, I think the reality is being able to do that from the US is more challenging for sure, unless you're going to be on a plane all the time. That's why we open an office here, to be able to be closer to these people. But I think that that is the single biggest factor is basically like what you get in is what. Or what you invest, sorry, is what you get out. I think in Europe in terms of you being able to understand it. So I think that's how we perceive it. But I think that that is why you have those different opinions.
I think you're absolutely right. I think that that is exactly the point, that, that if you don't have boots on the ground, you're from the outside is not like it does not compare to what it actually is once you're here. Especially because, as you said, the narratives in the States that have been built up are so fortified and they are so distorted from what you might call unnuanced views and unstelling that you just completely disregard what is actually here because you haven't been here. And I think that it's funny to see the nuance with which the US investors can describe the US and then when you hear Europe described, you don't. As an example, as you just said, you get none of that nuance that says exactly that. Well, Estonia is the right place to be for the defense sector right now because of the aircraft's stories, because of the proximity to Russia, because of xyz. And it is this nuance. And also I think with the universities, you're absolutely, absolutely right. This is a peculiarity of Europe that it's not an entire university that's necessarily world class. It is a research environment in one, one university, which is puzzling to many, but it is absolutely fundamental. And that is why you cannot attack Europe just as, as one big thing we have at the UVC summit. We have back ventures, we, we have them coming to talk about exactly why Europe is not monolithic. And if you're not here, you have no capacity to understand. It's absolutely impossible. George, I'd love to shift a bit focus to ask you about the statement that you made where you said, let me phrase it differently, everyone is talking about the transition from venture. First we started out in the semiconductor industry. Venture was actually about research, actually about real breakthrough innovation, actually about the heart tech. And then we've had a long period where everything seemed to be some version of consumer and enterprise and software. And now the provocative investors would say that's kind of been competed out. Now it's the private equity play. If you just back metrics, that's perfectly fine, it works. But it's not real venture. Now real venture is what we call deep tech. And then as you said in the beginning, Europe is at the forefront here. We have incredibly strong both research environments, but also industrial bases in all across Europe. And that's also why we see the hubs jump, jumping out from such disparate places. I'd love to ask you to expand a bit on that comment on all the stuff I just said, whether you think it's correct or unnuanced so on.
Yeah, I think, I mean, for a little bit of perspective on that, I mean we were one of the first investors in Nvidia, we were one of the first investors in Apple, one of the first investors in Google. We've seen that arc of like how I guess infrastructure innovation can convert to like enduring MO in companies that can last for decades. Right. And I think you described it well that, you know, there is true ip, right in some insight there that unlocks the ability to build a very large business on top of it. Obviously the combination is you need to have a team that has that skin of ambition and the grit to be able to go the distance. And I think in Europe, again, a lot of founders have had quite brilly journeys to building those companies, right, coming through their PhDs, potentially with meaningfully less funding than they would have received had they been in the US and potentially having to fight, you know, much harder to be able to get, to get access to first customer PoCs, things like that, right? Then you may get an equivalent, you know, U.S. business. So the grit is there, I think the funding is increasingly there, right, from partners who are pretty educated and interested in that world. And as we touched on earlier, you have these different ecosystems where you have very high talent densities, right. As I mentioned, we see it for sure in Germany, we see it in Switzerland, we see it across the Nordics. The UK has a long heritage, places like Milton Keynes and in Cambridge and places like that. So I think we see that there are definitely clusters of founders who are coming up together to build those companies. I think that's an important piece because actually a lot of the technologies that they're building will serve problems that are almost measured in percentage of GDP type terms, right? It's how do we reintegrate and innovate inside of manufacturing? How do we do the same thing in healthcare, right? How do we think about that in the life sciences world? So these are like level problems, right, that will actually change the way that humanity works. I think it's important to recognize that that's just the current inclination of those tools and it's a lot wiser. The technologies that have actually been in development, in many cases for 10 to 15 years, they're now reaching the level of performance where you can start to implement it. The end of the day, though, you know, for some entrepreneurs, you may not come from those research backgrounds. I think sometimes it can feel a little bit confusing. Is this an era for me where I think I can contribute? The reality is, of course you can, because what you might have seen, the incredible rise of OpenAI and companies like that over the last four or five years, now what you've observed is that infrastructure, the rate of change is stabilizing. So you have this beautiful moment in time when now you can build much more predictable applications on top of that core innovation. And actually, to build the best application in any given category requires understanding the customer, consumer taste, a sense for design, being obsessed with the customer problem, all of those things that actually have been true for any company over the last hundreds of years. You're just building on top of different infrastructure. So I think it's very important for founders, if they don't come from those deep research backgrounds, not to feel disheartened by it. There is a way to contribute and win and build an enduring business. You just have to understand how the jigsaw is coming together around you of those pieces of infrastructure.
How do you George yourself as an investor, think about bagging founders that are so hugely technical compared to what you might call the, the more digital, pure digital product founders.
So when we think about, you know, investing in or partnering with a new founder, generally what we're looking for is founder problem fit. What I mean by that is, you know, there's some unique insight that this team has earned through their professional experience or educational experience, whatever it might be, that they're applying to have some unique wedge into some market. And like different companies, you know, the shape of that will obviously differ massively. For a lot of these deep tech companies, you said it might be an IP innovation around the infrastructure that means you could have more performant infrastructure at lower cost. It might be some in insight around you, the manufacturing or the assembly of that product, or something about how you think about implementation. Because, you know, we see lots of industries. I think manufacturing is a good example where there's been a promise of robotics in manufacturing for a decade plus. It's only more recently you have companies like Robco or, you know, businesses like that that focus on how do people self install the unlock. There is yes, robotics, but it's very much about how do you get it in people's hands. So even if the founders are very technical and they have that earned technical insight, there's obviously a bunch around that is required to make it a successful business. Part of that actually is understanding, you know, where is this person exceptional? Where are their gaps potentially in that experience? How can we complement that in the founding team if they haven't done it already? Again, remembering that most of these people, many of these people are kind of self aware enough that in their co founding teams they've already managed to round out the bench. And actually that leads us to how we think about company building for these businesses because we've seen quite sort of generalist teams built across a long period of time. So we just want to take this person that is going to be, you know, exceptional at one core thing that is tightly correlated with the success of the business and work very, very hard to round them out. So really just changes our strategy of how we interact with that founder. It doesn't change our, you know, likelihood of investing in the business or our level of excitement.
Could you tell me a bit about then the consequences for the Sequoia Value Add? So to say you obviously have a platform, you're five, five to six investors, as you said in, in Europe, but then you have a team of 20. So how does this changing face of the typical prototype founder affect how you're building the Sequoia Value Add?
I think the main difference, I mean we, we've been investing for kind of a decade in our talent and recruiting teams. I touched on that a little bit earlier. But if you think about what that function has to do to serve our founders best, is there some level of anticipating what are the types of companies we might invest in? What are those founders, what are the talent pools they need that are going to really support them? And to state the obvious, when you go from investing in primarily software companies, because as you said, a lot of the innovation as the emergence of mobile migration to the cloud has been software. You know, at the core, as you move into a world of having more hardware companies, potentially more AI researchers or even relatively low level systems engineers, you need to invest in building talent pools and talent density in those networks. Because the problem statement is always the same. The question from the founder is how do I find the best person to help me do X? It just so happens that X is changing. So I think that's kind of piece one, right, really making sure that we can marry a little bit the niche and the customers with, you know, with actually finding the right talent. But two, you know, we launched this program called Arc about, you know, maybe three years ago. Arc basically takes, you know, it's a relatively small cohort, 10 to 12 companies from across US and Europe twice a year through this relatively intense, you know, company building program that basically just focuses on storytelling, right? Where the insight is as an early stage founder you tell three versions of the same story to your first investor, your first employees and your first customers. Those needs are universal, right? Whether you're a software founder, a hardware founder, a deep tech founder, whatever it might be. What is different is people come into that with slightly different levels of experience I think in doing those things. So sometimes you just need to work a little bit harder to tell some of the stories of these more deep tech companies because sometimes the business model may be a little bit unclear today. The trajectory for the company, maybe even the end product frankly might be a little bit less clear. But you know that this team is special. You need to find the right way to shine a light on that given that stage of the business.
Benjamin said something in his statement earlier where he said he reflected on the availability of scale up capital. I know George, that most founders that get backing by Sequoia won't have a problem attracting follow on capital. But when you look at Europe and the state of our scale of capital, what do you think in general? Do you agree with what Benjamin said that we're lacking here or are you more on the stage where. I think I personally probably come down, at least for the majority of verticals, that scaling capital is really global. So if you have a company that's performing, capital will flow.
I actually think both points are true in that are you able to raise larger growth rounds in Europe if you're an exceptional company? The answer is absolutely yes. And the reality is that most of that capital probably comes from the U.S. right? We don't have a large number of domestic growth funds in Europe. That is slowly changing but it's, it's arguably still a little bit too slow. It's also partly the role that I think when you have a number of US multi stage funds that have set up here, they're trying to support that next stage in companies growth. But it's certainly true that it's easier to raise Follow on capital from the US at the growth stage probably than it is at the early stage. But what I would say more generally, I think is it's not just about access to capital. It's also about recognizing that if that capital exists, what would you do differently? Really, capital is just a tool that helps you to realize your vision as a founder. And I think if in your mind, whether it's consciously or not, you're dealing with an artificial constraint of you're not assuming you will be able to raise that follow on capital, and you're not assuming you can go on and be ambitious. And, you know, in your mind, maybe you're delaying your US launch because you don't think you have it in the budget for this year, because where's the money going to come from? Those are the kind of decisions that we were excited to say have been kind of eradicated over the last few years, because there's now a perception that that money does exist to match your level of ambition. So I really think that is the most important thing, because obviously money is not the only thing that matters. It's not necessarily not the most important thing. Right. The team and the insight and the product and the customer base is. But now this money exists in the ecosystem to help you realize whatever that goal is. And that money can come from the States, it can come from Europe. It's up to you.
What are the signals that you're looking for today when you've invested in, let's say, for instance, AI to double down on. Because I think that the signals that we typically looked for back in the day are not the same that we're seeing today. Like the speed of which they generate revenue, the insurance, almost immediate validation of customers coming up and paying your 20, $20 a month kind of thing. You know, those signals come in very quickly and you might be able to very quickly, you know, have a very fruitful business. If you look at AR and it's extrapolated, it might look really well. But is the churn coming around? Like, can you wait to see if the churn is going to bite yourself in the ass? Like, how do you look for these signals? Because you can't really wait a year to see in VC someone else will take the round.
Yeah, I think that's a phenomenal question. We talk about that a little bit internally now. The benchmarks have moved a little bit. I think the reality was in the pure B2B SaaS world, you were to go from 0 to 3 million of ARR in 18 months. That was exceptional execution, implying a lot of customer love, a lot of careful thought into the product, et cetera. And the reality is today you can build the same product with a smaller team. You can use a bunch of different AI tools to think about how you pull that together. In cases, you know, the extreme cases, we see companies who haven't even had to raise capital, right, to be able to build the MVP and potentially in year one grow to like 5 million or 10 million of ARR. So I think that those signals are important because they still indicate obviously a level of customer intrigue and sort of customer value prop fit, right? That exists at least the high level that people feel. This is a technology that can really help me. I think what matters, you know, in this world, these things were important always, but like even more today. One is kind of the numbers behind the numbers, right? So it's sort of what you described. If you look at retention, you look at net dollar expansion, you speak to the customers and you get the texture directly of understanding, you know, what workflow is this really replacing today. Is this cheaper, better, faster? How important are those different things? Does it work 100% of the time or 20% of the time? Is that nuance, which I think is really, really important. That's kind of piece one, the numbers behind the numbers. I think piece two, though, is. And you know, this is again, it's always been important, but I think you had longer to form it. I think today it's actually about vision, right? There are different north stars for these companies. And the reality is, you know, on day one of building the business, they might all look the same in a given, you know, set of competitors that are going off at the same price. But the vision for the founder is important because in AI, again, you can build these technologies so quickly, and understanding the sequencing, I think is the really important piece. How do you go from a wedge product to a platform product over the next three to five years? What are the steps, as you see it, as the founder and being able to do that, and we want to look and, you know, look in the founder's eyes almost and understand where does that insight come from? How refined is it? How, you know, in the wheeze are they with their customers of understanding it? Again, I think all these things are always important. The reality, though, is today you just have meaningfully less time to respond and to form these hypotheses. You need to see that speed, that clock speed almost being constantly iterated inside the business.
I believe it's safe to say that the barrier for building has vastly decreased in recent time. And that could lead us to believe that within, you know, months even, but at least years to come, we'll see a many X in the amount of founders that we see today. So one could say, all right, did this enable, you know, four or five times as many founders a year to try to build something and scale it that are not technically innate by education? Otherwise, is there enough capital to accommodate them? Will they get a chance to scale? Will they need to grow as big as traditional B2B SAS used to be? I mean, do they require the same capital intensity to build meaningful companies that can save global customers?
I think it's an important question. So I do agree that, you know, with a proliferation of AI tools, it is both, like, easier for a less technical person to build a better product. And it is true that for the same team, you can build more, or at least build more more quickly and potentially more efficiently. So I certainly think that's the case. I think you're right to say that that will lead to more companies being formed. We certainly felt that in 2020, 2021. We certainly feeling it again today because of AI. The thing that is important to remember, though, is at the end of the day, it's still very hard to build a generational company, right? It still requires, you know, a decade plus of effort. It requires founders that are, you know, true missionaries in what they want to build. They have very, very deep conviction and a very deep vision for that. Talent still matters, right? Your ability to, like, hire, attract, retain exceptional people, again, in a competitive marketplace, arguably an even more competitive marketplace. And in today's world, again, above all else, speed really matters. I think again, to be it's intellectually believe, you know, what that means is one thing. But to have lived it right, and be willing as a founder to live your life at that level of intensity, I think is something else entirely. So I think our observation is, is that while, you know, there are many more companies being formed, we kind of feel that it's kind of a similar cadence as like the best years we've had in the past of having, you know, the companies with really serious founders going over the mo after the most important problems. And again, you know, while there's a lot of application software and innovation in AI, a lot of that, you know, IP is coming from, as we touched on earlier, you know, very deep technical problems and true technical innovation. Well, there's actually a relatively small number of people in the world that have that skill set. How many AI engineers are There in the world, it must be like low hundreds of Thousands, right, measured versus maybe the 25, 30 million software engineers and the like 6, 7 billion people on the planet. Right? So in some ways a lot of that, you know, expertise has arguably become even more concentrated at the innovation level and it might become more accessible at like the implementation level, but those things are slightly different. So in some ways it's created a little bit more noise out there in the world. But I think we look for the same things, the same level of ambition, and we see it at roughly the same frequency.
There's a tie in question to this conversation, which is the one side, there's the ambition, the hyper ambition, is that inside the founders. But then there's also the question of does a company that is built within this sector, if it originates from here and so on, will it be able to reach the size where it is meaningful for the fund that invests? This is where the right sizing of funds to the European opportunity is sometimes smaller than one might argue for a global fund or a US fund, because the average exit size in Europe is not as large as it is in the States. I know that obviously, just as any investor, every time you invest, you invest with a global mindset. But I imagine that there are also some considerations around. We tend to see European companies not stall out, but just not go as large as the US counterparts. How do you think about this? Do you think it's a systemic problem in Europe? Do you think it's an ambition problem? Do you think it's a fake problem? What's your take? It's obviously also connected to the investors that come into the companies because there's also an ambition level there and a route that they take the companies on. The point is here, not everything resides with the founders. I think much of it doesn't.
I think for a long time there was a conversation in Europe around when will the first billion dollar companies be built? And then it was $10 billion companies be built in Europe. And we are squarely in the round now of $100 billion companies. We have companies like a Revolut that are very much on that trajectory. We've obviously had Adyen is a public company for a long time. The heritage and the foundation is there for companies of that scale. So I think that the nice thing is we have existence proof now and hopefully that inspires investors. It should obviously inspire entrepreneurs. You can build a company of that scale from Europe. So that's, I guess, piece one. But then for ourselves, part of the reason I mentioned earlier. So we invest as one fund family, we have a global bar. The reality is if we find a business, for whatever reason where we think it doesn't have that kind of generational potential, we would not be excited to invest in that company as Sequoia Capital. It doesn't mean that there won't be many great partners for that business. It doesn't mean that the founders of that company won't be able to make potentially generational wealth for themselves and their loved ones. All of that amazing stuff, it's just not the kind of thing that gets us out of bed in the morning.
To provoke you a little bit here or to force truth here, do you see seed stage come? So at the pre seed level, just getting out of the garage or getting into it, maybe even most people have huge ambitions. However, you can add the seed stage and series A stage, start seeing the contrast of this business and the trajectory it's on. Do you see that there's a maddening out there in any way and that there are businesses where you fundamentally would love to go in, but you're just not seeing the science that you would want to see? Do you in any way see that is something that's more prevalent in Europe than it is in the States?
I think it probably is on average. But again in tech the average is unimportant. It's a power law driven business. It's a small number of companies that matter as part of each era. I think for those businesses the founders are the same, they have exactly the same ambitions in both regions. I think the difference as you move, belong below that, say top 10% who have been part of these communities where they've seen those stories before, maybe they came out of a revolution, etc. The reality is in the US the average founder grows up in a cocoon, right? Where they're surrounded by entrepreneurs, their friends are angel investors, family members may even work in tech, things like that. And that gives you just a higher average level of exposure to what the industry looks like from an earlier age. So I certainly think that is true. I think the reality is though that like that is, you know, the lived experience. If you look at the educational experience, again, the quality of like the expertise, it's comparable. So a lot of the work we do, particularly with seed and preced founders, is trying to give people that cocoon, right? Give them that structure. In many cases it's sort of reminding exceptional people that it's okay to be audacious, right? Part of being a founder of an exceptional company. Is you're almost hoping to create an unreasonable outcome, right? You are a team with no product, no capital, you certainly have no customers, and yet somehow, for some reason you believe you can build a company of that scale. And that's okay. In the US and in Silicon Valley it's always okay. People default to yes. I think in Europe, you know, sometimes you need to nudge people to find that self confidence, that self belief. But it's in there. I mean, as I said, we have existence proof now that you can do it.
I think you're absolutely right. And I think that the. You knew you phrase it as a cocoon. We normally call it when it's negative, an echo chamber. But I think the beautiful thing is that every new generation now grows up in their own echo chamber, meaning their own cocoon. And if you for whatever reason end up fixating your mind and your algorithms to stuff around tech, wherever you are in Europe, you will get the right input because you'll get the input from the people that are in the tech ecosystem that are all building this. Normally you would not, you would not before, but today I think as soon as you show interest in tech and venture, you will very quickly live in an environment that is almost like a cocoon. So I think you're absolutely right and I think there's one thing there that we can be happy about our social media platforms for. I want to ask you one final note before we close. I know we're very close to the end of our conversation, but I want to ask you if you were to set out some core principles for company building in the future, not the past, not today, but what you think will really matter in the next era, so to say, of AI and everything we're in right now, what do you think those will be?
Just a couple of foundational pieces and then specific to AI, I mean one, make sure you formalize the company culture early. I think we see founders that typically do that too late. I think that's a day one conversation. And the reason it's a day one conversation that gets highland today is, you know, again, when companies are able to grow faster than ever because because of some of these technologies, you might go from having two employees to 30 employees within a year. And at that point, if you haven't already thought about formalizing that in your processes and how you think about performance management and how you think about your employer brand, the reality is it's going to be too late. You're going to start to lose control. So that's piece one. I Think piece two. You know, we've seen, we have a lot of discussions with our founders of there's a lot of building in public today, right? Sharing Updates publicly on LinkedIn at the company's progress, all these things. And we get questions from founders sometimes of like, does it matter? Is the right thing to do, to focus just inside the building and focus on ourselves? And the reality is, you know, in yesterday's world, that was maybe okay. In today's world, again, in this very dynamic marketplace, it is important that you think about how to elevate the brand, show the customer wins and do it. Not necessarily, you know, full disclosure on Twitter, but actually more thinking about it as, like, how do I tell a story for future customers, obviously future employees, and finally, you know, future investors, that we have positive momentum around the business. I think that's point two. I think point three is, you know, as a founder, you should really be asking yourself, you know, what is our internal AI strategy? You should be monitoring that almost at the workflow level within different functions. You should be saying, you know, how many of our software engineers using code generation tools as part of their everyday flow? You should be expecting them to go out and be curious about other tools and trying to bring them into the business. You should be kind of institutionalizing that mindset and that knowledge. And it's to the point now where, you know, in our board meetings with some of our larger companies, we are asking them about penetration rates of these tools, right? It's actually the KPIs they are reporting on, and some of them are operational in nature, right? Customer support requests fulfilled by AI, et cetera. But a lot of them are just about process and getting a sense of how many people in these different functions, the marketing function, the operations function, the product function, using these tools on a monthly basis. So make sure that you institutionalize that as you go through it.
I am baffled every single time I talk to people that are not full on the AI train. It is incredible, especially as a content creator. Obviously, we were very heavily impacted very early, but I cannot understand how far the average person is from AI adoption.
There's a long way to go. That's right.
George Benjamin, thank you so much, both of you, for joining us on the podcast today.
A pleasure being here.
Thank you for having me
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