Daniel Khachab
Appearances
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
100%. I think SaaS is that. It's great companies, at least from headcount perspective, get smaller and not bigger. I mean, you go in a different country fighting for talent. That to me is Cold War. In Europe today, we're not producing the chips. We're not producing the energy. We don't have the foundational layer models. Now, the real downside to me is that it's at 1 billion mark.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
But the problem is, which is advantage for the application layer for us, it's starting to get more and more commoditized and the price decrease almost on a monthly level. 100%. Like, we literally had to do nothing, and our price is now 80% lower than six months ago, despite probably having five or six transactions.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
100% utility and functionality, just because we are at that level of maturity or non-maturity, it's just about like build value first and later on we think about cost. So we didn't invest anything in cost, but our cost still went down despite volume going up. So to that point, should foundational layer companies go on the application layer? Maybe, because the rest might be commodities.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
So I'm not sure if these numbers are right, but I recently read that Entrofic is more or less doing 60% of the revenue of OpenAI. And they do this with less customers, so they kind of achieve a higher price point. Plus the recent release of computer use. So probably do Entrofic. Having said that, I mean, you know, there's been so much shitstorm about OpenAI.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
Like, let's be honest, like, they're the reason why we have this conversation.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
Yeah, so when we look at the Western world, when we look at Europe and US, the most significant challenge to business is labor shortage. Like with millions of open jobs that we can't fill. Not necessarily in tech, also in tech, but in healthcare, in care for children, truck driving. These tend to be like the jobs in which we have the most scarce labor.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
Even in hospitality, it's very hard for companies to find people to work there. So will AI maybe help us to reallocate our portfolio of labor to where it's most needed?
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
Yeah, but you know, if you sit in customer care and everything you get all day is complaints, that much better. And plus these complaints are also very repetitive. And you're sitting like there and just also doing the same 20 prompts every single day.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
Yeah, exactly. And so that person, like we need that person very urgently. And now you don't need to be, you know, working hospitality, which is an extremely hard job, but like we need kindergartners. Just in Germany, we're short 50k, 50k. And the government has invested billions over the last, we're still short 50k. So wouldn't it be great just for general society?
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
And if we would have competent government, that would probably work out. But why does it not? So obviously, it depends on the country. But in a German example, it is mostly more or less public servants in which it's not very privatized.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
I don't think so because AI today, like even the best LLM, won't enable you to build something like Salesforce fairly quickly. There's so much code, so much customization in there. Even if it would, then you would have to maintain it. And suddenly you need engineering resources to maintain an internal tool as opposed to engineering resources like building useful stuff for customers.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
But the people using it, I think maybe. And, you know, what Klana, I think, part ways with 700 people in customer care. And I think these are very, very tough and horrible conversations that are there to be had. And the same will help for us, really. We also automate a large part of our customer care, large part of our kind of more account management kind of work and replace it with AI.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
How many people did you let go? Hundreds.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
Yeah, I think first you got to stomach it, right? Because like you have to do it. You're a business and you operate within the rules of business and that thing is going to make you so much more cash efficient, particularly an unprofitable venture. It's so important. But then these conversations are a different animal, right?
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
Because you got to go to someone who's a fantastic person, who is eventually also like a fantastic performer, who's a high performer. And you got to sit down and you say, I'm really sorry. Essentially, I is taking your job. And that's a horrible conversation. And that conversation is obviously way different as in, hey, look, mate, there were certain goals. We gave you feedback.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
You didn't meet it over months. It's a different animal. It hurts way more. Of course, then people understand it also more from a rational perspective. It's still crap for them, but you got to do it. How do they respond? I think oddly enough, most people understood it.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
I mean, kind of once you as a company really embrace AI and everyone understands that it's important for you, I think the people will already start to have a sentiment. Maybe it's not panic. They will understand, hey, it's a matter of time.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
A hundred percent. And I think, you know, our first responsibility actually is as our vision, like that's what we need to get that a mission, which is the reason why a company should exist in the first place. And we need to have every single decision that we make increase the probability of us achieving that mission. And sometimes it's an easy decision.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
Sometimes these are hard decisions, but it's our role as leaders to sometimes also make the hard calls if it increase our probability of success.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
I related one go.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
Yeah, so I think the Cold War probably has two components. And one is infrastructure and two is talent. But we can start with talent. And so we're in London right now. I've been in London together with some other AI founders sometime this summer for a conference. And we got an invitation from someone, let's say, fairly high up in the US government to meet up for dinner.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
And we're only AI founders. And then, of course, it was a lovely dinner. It was a fantastic opportunity for us. But essentially, they were making it very attractive for us to move our AI talent over. But we are in the UK here. But the next day, there was a similar event from someone from the British government. And maybe two weeks ago, there was a conference in Berlin. And same, same.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
UAE and Saudi Arabia. So people are really fighting for this talent. They've understood how vital it is. And I mean, you go in a different country fighting for talent. That to me is Cold War. And I think it's very interesting.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
It depends. What you obviously always get is kind of like golden visa and this kind of support. Like the most extreme offers that you get is like people are going to pay salary, like government is going to pay salaries for three to five years for your top AI talent. Like they're going to do that.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
I think you seriously have to consider it. If it's the best for your company, then you have to do it. And if your employees want that,
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
Berlin. Like all of our R&D is in Berlin and then we have sales offices across the US and Europe.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
So we started Choco in Berlin because we felt with the best network there. We felt Berlin is a very attractive city for foreigners to come. You don't need to speak any German. It's the most affordable capital in Europe. I think it has one of the highest quality of life, like living standards in Europe.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
Like, yes, on the foundational layer, I completely agree. But I think on the application layer, there's just so much to learn. Like, it's fairly new, and we all start from zero. Like, the race is on since 2023. Foundational layer models has been going on for a while, and you need those institutions that you just mentioned.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
But on the application layer, where it's like, how do I integrate with that API of foundational layer? How do I do prompt engineering? How do I design such a product? Those things are new, and you've got to upskill, and we are in that race.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
So when I started to actually entertain the thought was when I realized that in Europe we might be at a disadvantage. We got access, as an example, we got access to the advanced voice API from OpenAI last as a continent. Apple AI or Apple Intelligence, it's going to be launched last in Europe. Trust me, I tried to work around it. It's fucking hard to work around it if you're a European citizen.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
And let's continue. Close to 100%, if you go on the infrastructure part, close to 100% of all GPUs are built in Taiwan. Obviously, for geopolitical reasons, everyone is trying to de-risk Taiwan. So where are these factories going to be built? I don't see them. I see, for example, the UAE wanting to support hundreds of billions to create them there.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
I see the US, like literally the White House, probably one and a half months ago, they issued like this paper in which they urged the military to find real estate so they can build this stuff. And then we can continue like we're going to need a lot of energy to it as well for those data centers. People are investing into that energy production in the US, in the Middle East.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
I don't see that in Europe. And to me, it's like, hey, in Europe today, we're not producing the chips. We're not producing the energy. We don't have the foundational layer models. So in that sense, these countries that don't possess those three elements are not really sovereign countries when it comes to AI.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
And if we believe that AI is truly as revolutionary of a technology like electricity was when it was first introduced, then we're not sovereign as a country in the first place. To your question, where would we go? First of all, we would need to go to a country that has AI sovereignty.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
I mean, I'm not sure if we're not going to get it. I think we're just going to get it last. It's just going to take longer.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
So I think, you know, very interesting example, the German government wanted to fund Intel to put a chip production plant in Germany, forgot if it's 10 or 20 billion, which is obviously too little, but it's a great start. And because obviously the problems that Intel is having, they said, okay, no, sorry, we won't do it.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
So someone is offering them $10 billion and they say, no, sorry, we won't do it. First of all, Intel is the wrong company to fund. So the first step you ask me is like, put it to the right company, put it to Taiwan Semiconductor, put it to Nvidia, people that can actually produce GPUs. And we need to make it fairly easy for them to come. And what those companies need is obviously energy.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
They need the government support and they need a lot of clean water. And actually we can provide that in Europe. That's one. We need to bring them here. Electricity obviously or energy is obviously like a way bigger challenge in particular of the shift to renewables. To me it's an unsolved problem.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
I also see an ethical problem there because it should be like from a general perspective should we go back to nuclear for it?
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
I'm personally not a big fan of New Geo just because I think it puts a lot of responsibility on future generations for problems that we haven't solved yet. That might be the only way.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
Because we have a structural issue here. And that is with a talent gap. How are we going to bring the right level of talent to build, not to build a foundational model, but to build a competitive foundational model? A model that can compete with OpenAI, that can compete with Anthrothic, that can compete with Nvidia, with X, with Lama. How do we get this kind of talent?
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
And where is that founder in Europe that is willing to commit a lifetime to build such a company?
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
Yeah, I agree with you. I think just it's structural because it feels a bit more like you need the right person at the right time who actually is willing to take the risk. Whereas I think it's more in your control to provide energy and to bring a chip manufacturer.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
So I think when we look at keynotes about tech in Europe, there's always three things that are getting mentioned. First, on the con side is we don't have enough capital. Second, on the con side is with too much regulation. And third, on the pro side is we actually have enough engineering talent that is being produced by our universities and stuff. And I believe that.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
But today I have to say, you know, a couple years into our journey, there's not enough capital. Okay. And yes, when we started Choco, that was 2018, there was no way to raise 20 million, even just 20 million euros in Germany. It just did not exist. That kind of funds that you could raise one, you could raise five, maybe 10, 20 just did not exist.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
But what existed and what still exists today is five times a day a direct plane to London and two times a day a direct plane to JFK. And if you're willing to do a layover, you can get several times a day to San Francisco. And those funds in the US, in the UK, they are happy to invest in Germany as long as you're growing fast enough.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
So to me, it's like, are we now going to hide away between, oh my God, we don't have enough domestic capital, or are we just going to say, fuck it, I want to build a great company and I'm going to get on the plane?
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
Yeah. So regulatory, look, there's certain heavily regulated industries and I don't know them very well, but I'm sure eventually they're at a disadvantage. But that doesn't hold, for example, for most of SaaS and also neither for most of marketplaces.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
Hey, try to start a fintech in the US. You have, what, 52 different states and some of them need a different license as well.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
Interesting argument. But you know what I thought is that, so for example, about Germany, many people complain about the notarization of everything. And then it's probably 20 to 30 hours of extra work for any funding round that you do. And I think it's unnecessary and it's a burden.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
But I think, you know, Mark Zuckerberg, would he have said, oh, no, sorry, I can't build Facebook here because my lawyer has to do 20 to 30 hours of extra work to go to the notary? I'm like, fuck no, that guy would have found a way. Like Elon Musk built in Germany the home of car manufacturing right next to the capital, right next to Berlin airport, a factory to produce cars. He made that happen.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
So I'm like, okay, if we have truly great entrepreneurs that, yes, okay, there are obstacles, and yes, okay, maybe the funding one is gone, then you have regulatory. But truly great founders will just be stoic about it. They'll be like, okay, that's the situation, how do I work around it? And let's fucking go. That's what we need. We just need that pragmatism.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
Like we cannot always hold back and look for this kind of excuses. Just make it happen. Like it's possible. And to your point, Revolut has proven it and Alien has proven it and Spotify has proven it. We're going to have more companies prove that it is possible. And so I think we should just stop whining and get pragmatic about it. And then, look, I don't think European regulation is great.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
I think it's horrible. I think governments are utterly incompetent. That is the case, but that should not hold us back for building great companies. And we should not even waste like one second complaining about it. Hopefully it's going to get fixed and maybe we can voice our ideas how to fix it. But it should never hold us back.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
status quo we have to be short government is just yeah if you were being as ambitious as you could be for your business yeah why are you not in america or the uae so we are in america and in fact america is our largest market from a revenue perspective and we also invest most of our money in america and fairly recently we're also in the uae and we recently opened an office there and they give you credits for opening offices there
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
They certainly give us some sort of support, yes, but not in terms of money, more like in terms of visas and stuff like that and cooperation. So how I view is when I look at, okay, so we got US, we got Europe, and then we got, let's say, Middle East. And so this is our portfolio of markets.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
And then how I look at it is that, okay, we got US, it's a large software market on the planet, and if you want to build globally, you got to win the US, and that's kind of where dollars come from. Then you have the Middle East, in particular UAE and Saudi.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
And it's like these are just very fast-growing economies, very ambitious economies, very little legacy, which is obviously for SaaS, to your point, implementation is so hard, usually because of legacy, but they have very little legacy. And they want to be the best. They want to show the world we can do something great, and they actually have a fantastic trajectory.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
So that's kind of the growth market. And then you have Europe. And Europe is just that almost like post-competitive, robust market in which you can grow. And if you have the US dollars because you're active in the US, you can likely build a great business out of Europe. It's kind of like that more like stagnant kind of thing in the middle.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
So I think you need to think portfolio and you've got to diversify.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
So COVID hit. We're about to turn two years old, like 18 months live, probably up to three, 400 million annualized GMV, growing very fast, having a good time. And then COVID hits. And I was in New York back then. I'm like, I'm not going to do COVID in my shoebox apartment in New York. I'm going to go back to Berlin. And it's a direct flight from Newark to Berlin. It's a 7-hour flight.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
I bought that plane. I still remember. I opened my phone. I checked Looker. And I see, oh, GMV. And it's a Sunday. And I land Monday morning, 7 a.m. Berlin on the runway. I put out my phone. I check locker. 98% of our dream is just gone. And lockdown hits and our business is just gone. It vanished overnight. Lockdowns everywhere. A lot of uncertainty in the market. And it was a tough time.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
once we become unicorn and people think oh we've made it like who the fuck wants to be a rainbow colored pony like i don't want to be a unicorn we need more long-term commitment as well like we need founders to say i'm gonna invest invest 15 to 20 years i'm gonna commit this now the best years of my life to make this happen this is 20 vc with me harry stebbings and today we bring you the story of one of the hottest sass companies
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
And I started smoking, smoked two packs of cigarettes a day, got a beard like this, got gray hair, lost my humor. It was horrible. It was tough. And also because it was such a big break from like, hey, we're just growing and working hard with product market fit. Okay, stop. Not only stop, but go to negative, like lose your business, essentially.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
I think two things. The first thing I did was I googled best books on crisis management. And I think the best book is, it's kind of a biography about Ernest Shackleton. And he's that guy who took a boat and he wanted to be the first one on the South Pole. He tried three times, failed all the three times, but he never lost a man. And it's a fantastic book. And there's a couple of lessons in there.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
And one of the lessons is like never lose your humor. Like if you use your humor, you lose your sanity and you're going to lose your clear thinking. Never change your values. Like stay true to them. And so... I think that was really the first step going to the team and say, hey, guys, look, we don't appreciate the situation, but that's how it is. And we got to make the best out of it.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
And, you know, we hope everyone has sufficient toilet paper. And there was a time back then. And then I think the second thing is, you know, stay true to your values. And at that point, one of our values really got really part of our culture and that is always play offense.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
And so I think, you know, when COVID hit, and when you lose 98% of your GMV, and it's the very first week of it, you know, no one knows what's happening. Like, are we all going to die? Is it going to be gone in two weeks? No one knows. It's very easy to play defense and say, okay, like, look, we're going to hibernate now. We're going to do mass layoffs. We're going to preserve runway.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
We're going to preserve cash. We wait until it's all over, and then we pump it up again. That's a defensive move. And we just say, no, like, what do we have to do to play offense? And that was really formative experience for our company because there was always one country in Europe, there was always one state in the US which was not in lockdown.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
And our Spain team moved to Florida because you can do sales speaking Spanish in Miami, probably better actually than English. And Miami became our best city launch to that date. And our France team, they moved first to California and then to Texas. And the German team, I think, went also to Texas. And we always had to leave Schengen for 14 days.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
So we always went to Dominican Republic, waited 14 days, and then we entered the US. And so we've been growing through. And we changed in our go-to-market from like a field sales approach and a product optimized for field sales approach to a product optimized for like a telesales approach. And then to a product-led growth approach.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
And so we just said, okay, like, look, let's be stoic about the situation. That's how it is. And let's just change. We didn't do the layoffs. We burned a bunch of cash in that period, 100% sure. But hey, we stayed true to our values. We kept playing offense. We kept our human or positivity.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
And then once the curtain of COVID lifted, like we were just ahead of the competition who may have chosen to hibernate.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
Was beginning of 2023.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
$1.1 billion.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
100%.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
You know, there's elements of it that I regret, elements of it that I don't regret. I think what I don't regret is that, you know, someone once told me if you can take the cash and if your father's not a billionaire, then you should take it. And why?
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
It's because more cash increases your probability of like an outcome of you achieving your mission and everything, every decision that you do has to be to increase that. But do you buy that?
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
Very likewise. Thank you for having me. Really looking forward to this.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
So here we come to the downsides, right? So I think everything you say is true. However, we also outlived something like COVID because we were doing this strategy. We also kind of came, I don't want to say smooth sailing, like we had our tough patches certainly during the high interest rate area, but also through that we came because we just took the money.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
Now, the real downside to me is that it's at one billion mark because once we become unicorn and people think, oh, we've made it, we're great now, kind of people get less hungry. And then you get applications of people who look for a safe space to work. It's like, no, fuck it. We're not safe. Like we're at high risk. We're going to work our butts off. We have to take risks.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
It's going to be chaos and you're going to need to thrive on it. And it's going to be a lot of change. We're not a little change company now just because we crossed. And also, who the fuck wants to be a rainbow-colored pony? I don't want to be a unicorn. Just that cultural component is... And I remember we made the mistake and we did a unicorn party. I wish we would have never done it.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
And then we had flags. And then I realized what it changed in people. And then two weeks later, I told everyone, remove those flags in all of our offices and trash them. We're not done. That's definitely what I regret.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
Yeah. And I think that's a fantastic mindset. You know, Dan Rose, one of our board members at CodeHue, and he told me once I met him the first time in flesh again after COVID, he told me, you were the only company in our portfolio that suffered from COVID. All of the others went bonkers. food delivery and quick commerce at that point in time.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
And many other companies just had so much growth and so much equity value was built. Our equity value was destroyed because of COVID. Like we just came out of a really, really tough patch. We were working 17 hours a day. Again, we started smoking and it's just, it's been tough for most of our people. And we probably also did partly just because like, okay, like it's over. We survived.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
So I guess it's partly as an excuse how we did the party.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
So the very first week, again, I'm in New York. And one of our angel investors, Daniel Graff, he told me, you know, just be close to the team. And most of our team was in Berlin. So I said, I go back to Berlin. I arrived Monday morning, we're like, what are we supposed to do? Like food distributors are not working and restaurants are closed.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
I think what kind of gave the spark was just a couple of sleepless nights in a row. Because this new technology came out, GPT and I played around with it. And then at some point, I just couldn't sleep and was literally sitting on my couch in the dark, staring into nothing because I was like, man, this thing is going to learn how to code in no time.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
And so we said, okay, first week of COVID, everyone gets a week off. And he said, okay, might be great. Everyone can adjust to a new situation. Like the opposite was the case. Like purpose was gone. So I think that was a mistake. It certainly helped us to regroup and then to actually play offense and to give a lot of purpose to the team thereafter.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
But I think that week was not appreciated and we should probably have thought about this earlier.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
No, I think it's bullshit. You know, what I always tell our people is like, like we have to be 100% presence and 100% intense. So when you're at work, I expect you to be 100% here, not on Instagram, not with your head somewhere else, but like 100% present of all of your intensity. But when you're at home, I expect the same that you give 100% at work to be 100%.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
And I think that's way more important because like work-life balance is like, yeah, you know, I'm going to work every day until like, you know, 7 p.m.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
push that I would say even at home I don't want you to be 100% at home I'm really sorry by nature of like our business if we are going to be the best fund in the world we are going to have to do extraordinary things 100% and look I think there's always phases where it's going to expect it from you and yet you might get that Sunday morning call like that and you got to be ready for it but if that Sunday morning call doesn't happen like be present because otherwise you're going to burn out and your partner's going to complain you're going to leave 100% totally agree with that like you need to be ready for war any given moment in time
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
330 million.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
Yeah. Look, what I tell to our team is that fundraising is a several-step process. And step one is you need to bring a fantastic group of people together. Step two is you need to work on a mission and on a strategy that makes sense and those people have to create it. Step three is you've got to work your butt off.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
Step four is you're going to look how well you're doing and you put this on an ugly slide. It's ideally just a couple of graphs. And step five is you just hand those lights out. And that's the fundraising process. So yes, there's many of things within the fundraising process that you can do good and many things that you can do bad.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
But fundamentally, if the graph is going up and to the right, you're going to raise money. And if not, it's going to be fucking hard. So the best way to fundraise is just make your company do well. And then I think, you know, for like first-time founders or like when you raise the first couple of rounds, it's like, you know, like don't beg for money.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
Like the investor's job is to invest, not to not invest. And also what is the psyche of a VC? The psyche of a VC is like, hey, I have a portfolio and everyone knows 90% of my portfolio are going to be write-offs. They're going to fail. That's normal. That's accepted in the venture world. What is not accepted is if you meet the entrepreneur and you decide not to invest.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
your negative portfolio if you miss the deal so naturally the investor is to and has to be to a certain extent FOMO driven so you know in the end of the day cash is a commodity the dollar is green your company is singular and yes you're also reliant on the investor but like don't beg like it has to be a conversation eyesight don't be arrogant either but like meet on eyesight you have an asset and other person eventually wants that asset and by the way you cannot choose any investor you probably can only choose one or two maybe three per round
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
Maybe not now, maybe not next year, maybe 27, maybe 28. Where's our...
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
You know, I love that you said idealistic because it ties us back to a previous point. It's like why Berlin? I think Berlin is a very idealistic city, maybe the most idealistic city in Europe. And I think a founder to a certain extent has to be idealistic and has to put a great vision because in the end of the day, like our vision, for example, is to enable a sustainable food system.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
And that's very important for the globe from many respects. But I'm like, okay, like, you know, we went through COVID. That has been tough. And then it's the high interest rate period. And then this late that AI pivot happened. And every company has to go through such things. Yesterday, I watched an early interview of Steve Jobs, and he said they had 90 days of money left.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
And so like, what is going to make you stand in front of your team, not in front of the investor, but in front of your team and authentically say, hey, guys, we need to work extra hard now, because it's really, really important that we achieve our mission. If that is not like a compelling vision, then you're going to have a hard time doing that authentically.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
When you have that, then this is what you have to voice to the investor. And then I don't think you need to put a number behind it. It just needs to sound compelling. It needs to sound large, need to sound long-term. And I think, you know, long-term is another component. Like we spoke about, okay, like Europe and regulation and extra capital and stuff like that.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
technological mode is going to be it might just be gone like anyone maybe able to replicate what we have built over years within days and so i'm like wow that's gonna be a big shift in company building and how are we going to position ourselves to win in in such an environment and and while while i believe that there is some modes i think there were like three things that made us go i made us go i first and i think the first thing was
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
we need more long-term commitment as well like we need founders to say i'm gonna invest invest 15 to 20 years i'm gonna commit this now substantial part of my life the best years of my life to make this happen i'm gonna give the fuck up i'm not gonna do i'm gonna win i'm gonna push through and i think the investor needs to know this and you need to i think this you need to articulate like what is this this is a company that we're gonna you know
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
try to increase revenues fast and sell it. It's that IPO, leave the company and make holidays on the Bahamas. So it's like, are we going to build a generational company? And by the way, that's what we need in Europe, generational companies.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
20VC: Why SaaS is Dead | Why AI First Companies Will Win | We are in the Middle of a Cold War for AI Talent | Why Europe is F******* and We Need to Stop Whining with Daniel Khachab, Co-Founder @ Choco
I ask myself this question often. There were years when I would say, fuck no. And there are years where I said, yeah. And I think that you've got to be realistic about it. It's going to be tough. And every cell in your body has to tell you, start and build that company. And if one cell in your mind and your body is telling you, yeah, maybe, then don't do it.
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
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But if every cell tells you to do it, then you got to do it. And I think people say, some people jump in the pool and they get out and they're still dry. And I think a real founder is wet before they even jump into the pool. It has to be part of you. And then I think you might do it again.
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A hundred percent. And I think there's many parallels. So when I was young, I grew up in the Alps and I was a ski instructor because that was just like the kind of the job that like 16 year olds would do where I grew up. And what I saw very early on is like the kids that fell all the time, they learned the fastest. And like, you know, everyone falls for the first time.
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That's just part of the process. But then it's like the ones that I went around and I don't want to fall again and blah, blah. Then just not going to learn. But if you're willing to fall again and again, like those are the kids that make it and that will become great, great races.
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Yeah. So at some point, like we had a team of really great people in there. So it's not the people's fault. It's more like my fault. And it was a special projects team. And it's kind of like, okay, like here's our core business and here's a special projects team, figure out great things. And once they're great, bring it back to the core and then the core is going to scale it.
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And I think today I'm convinced that that's the wrong way to think about company building. Actually, this AI would be another example. Like we could give it to a special project, kind of Skunkworks kind of team. You figure out AI and then you give it back. So that doesn't work.
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And the reason is that if the core of your company doesn't have the skills, the capabilities to innovate, then you have a problem in the first place. Like your core needs to be able to innovate, you know, to get it there. So Skunkworks team might just be an excuse to not being able to do it in your core. That's one too. Let's say your special project team figures something out and it's fantastic.
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And then you give it to other people and you say, oh, what they did is fantastic. Now, can you please like productize it and roll it? Like I want that person who figures it out. I want to allow this person to own it, to be the responsible individual for it, to scale it, to build it together. That is much more motivating, right?
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Yeah, I think that understanding that likely if you have a special project team, something is not well in your core. We should not have spent money on that. Which is the worst market for you? Spain. Next level fragmented. To give you an example, the average restaurant in the US, in Germany, orders from four and a half different suppliers. Yeah.
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There's two scenarios that are going to happen. First scenario is someone is going to come, going to replicate our technology, do maybe things in a better way, create more user value, and it's going to disrupt us. Scenario two is actually us doing that, us disrupting ourselves and hopefully also our competition and so on. One of our core values is always play offense.
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So say one for fish and one for meat and one for drinks and so on. In France, we're at nine. Much more specialized team are focused on food and so on and so forth. In Spain, we're at 18. And likely you need a different product for that, right? Because so the distributors, they're smaller. So does it justify your sales cycle?
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You need probably more like a self-onboarding kind of product-led growth kind of. So that's why I think the market is challenging. On the other hand, Spain has many other advantages. It's one of the very few economies in Europe that are actually probably growing in GDP. Obviously, access to talent is okay. People want to move to Barcelona. It's an easy sell.
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So we were lucky. We found product market fit for our first product very early on and probably even actually before we started coding, to be fair, because we just did a trillion iterations just on design.
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So we product marketed early on and then we went out to the market and it was growing and then we launched like Berlin and then Germany and then France and the US and so on and so forth and city by city. And it was working well. And I think, you know, something working is actually very rare. And so once you have something that's working, like you got to go all in.
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Like I wish you would have, you know, spent double the amount of money, have tripled the amount of burn probably in the first 24 months or a company and just go big because... What would that have allowed? A land grab on distributors? For sure, Landgrab. I think more importantly, it would just have created a larger brand within the industry.
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I'm not sure if it's an either or. I'm not saying you should just triple your burn. I say you should triple your burn when something's working really well within the constraints of good economics and capital efficiency.
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But once you figure that complete thing out, not only the product market fit, but also a go-to market of good economics, then just go as fast as possible because that's when you actually will attract copycats. It needs to be the complete thing. And then... We can also answer this question in isolation. We also need to look at the competitor situation.
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Yeah, I think we had good competitors. I think we still have good competitors.
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So early on, certainly a company, it was called Recce. And I just think they're a fantastic product for restaurants and probably still have. And we were directly competing in Paris and Chicago, New York, Berlin, everywhere. It was like a multi-frontier war, if you want to say. I think we just sat down and analyzed the strength and weakness and just made a plan on how to win and execute on it.
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And so we got to play offense also on that. And we actually have to be that driver. I think that's one. The second thing is, if it's true that company building is going to change so fundamentally because so much value is coming out of the API, then it's also true that there's a lot of skills to be learned and for every single role within a company.
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And I think actually it's fantastic that we had a good competitor and actually a competitor that at that point was probably already 10 times larger than us. We had maybe raised 2 million, they had raised 20 million. That was very fertile ground for us to start.
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And it makes you better, but it's also like, it's the simplest motivational tool, right? It's like, you know, when you're second, when you're third, like, what's the goal? Here's the number one. The goal is, get a bit above the number one. It's as simple as that. Now, once you're the number one, okay, what's the goal now? Stay number one is a bit defensive, right?
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So, like, kind of, like, you need to go from, like, winning to, like, dominating. How do you define it? And suddenly, things become a bit unclear. Like, you're essentially always pushing forward and excellent stuff like that, but...
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Yes, to a certain extent, right? Because I think a common enemy, an extrinsic motivation, if you want so, works. But I still believe what works better is an intrinsic motivation. It's like we are here to achieve our mission. That's why we're here. You know, and by the way, lions don't lose sleep over sheep.
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Like we need to focus on what we are doing and not focus on winning against competition, but like achieving our mission and doing it as fast as possible. So I think that intrinsic motivation still has to be number one. You know, I'd rather think like the kind of the extrinsic one, like the competition, the market, that it has to be like a far two.
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I do believe only AI first companies will win. And by AI first, I mean that a majority of your total revenue or of your new revenue has to come from an AI product. Why? Because you're going to be more capital efficient. You can provide more user value. It's just fast adoption curve.
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And on top of that, kind of using AI internally, so revenue is kind of more external to product, but using it internally to get more productive to automate things. It's just going to be the required status quo. A company with a social media account won't become a social media company. It's just a requirement of an Instagram account just to hold the status quo of a company.
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And companies that automate the process of AI, we don't call them AI-enabled. We just call them a company in the future.
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I think we're in a very competitive situation, so I don't think we like talking about it. But I can tell you our GMV, since this AI transition grew like tremendously, I think it took us with kind of like the two years of COVID break, it took us probably five years to get to one and a half billion-ish. And it took us then less than yet at another billion.
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And so we might not know how the future is going to look like, but the best way to position us for the future is to learn how to build with AI. on every single part of the organization. So essentially, we are in a race to upskill our teams.
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Yeah, and I don't want to miss it. Like, I always tell our people kind of like, hey, you know, running a company is like, you know, we need to cross a jungle, okay? And then we're here and then there's a jungle and we need to go to the other side and we have different jobs and some people need to cook and some people need to carry and some people need to build tents.
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And sometimes, you know, it's fantastic. You're like on the top of a mountain and the sun is rising and the birds are chirping. It's just beautiful. And sometimes it's just raining for three days. It's cold. We're all wet. We're hungry. Don't find food. And right then, middle of the night, we do cross a river full of piranhas and crocodiles. And we're like, fuck.
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But when we're all old and gray and we look back, the cooler story is actually like, hey, mate, remember when we used to have to cross that river in the middle of the night full of piranhas and crocodiles? Like that's actually what makes it what makes a great experience.
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One on the inspiring side and one of the, okay, what the heck is actually going on side? And I think, I mean, Pixar, just because of like the talent density and kind of like this creative work, which is very far from what we do. We like more like B2B and, you know, hardcore efficiency. Like, I think that would be a fantastic environment to experience that.
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I think kind of on the what the fuck is going on side, it's like the German rail system, like Deutsche Bahn. It's like, what the heck are those guys doing every single day? 300,000 people, I think.
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So a couple of examples. So last year, 2023, it was like this big bonus, like bonus payments to the executives, but to every single employee at Deutsche Bahn if they were to get more on time, more punctual. And so they did not only miss that goal of getting more punctual, not like only get half more punctual. No, no, they went negative, 9% negative. 100% of the bonus was paid out.
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So like, okay, like what the heck is going on in that? And it's getting worse by the day. What are they doing? Like French and I believe even Italian railway system doesn't let German trains anymore enter their countries because they're just too fucking late all the time. What's up? Sorry, guys. So how dysfunctional must a company be? I'll give you an example.
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And more so, I told our team at some point, you know, if you were to leave Choco tomorrow and you would not have the skills on how to build a FAI, then your skillset would be obsolete. So it's also our responsibility as an employer to give our employees the opportunity to learn the most relevant skills of the century.
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And like significant bonus. I know someone there, not very senior, fairly junior, I would even say, And the guy bought a small wooden boat with that bonus. It's like, the fuck? Great year for him, no?
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Yeah, so it's horrible.
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Yeah, and I think, for example, Flixbus is doing right. They have this Flix train kind of thing and it's obviously challenging because they need to use the infrastructure of their competitor. That would be an interesting thing for a day. It's like, okay, how dysfunctional can it get?
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Yeah, fair enough. I mean, sure, Taiwan Semiconductor, very interesting as well in the video, obviously.
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one thing I thought about so I heard the story about Jeff Bezos okay and so they're somewhere in the US and then they want to build something and I can't figure it out but there's a company in Paris and they figured it out and I think they're on a plane to Chicago and then Jeff says okay let's just let's fly to Paris now like right up now and all of the exes go like okay the fuck I thought we're going to Chicago
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And so I think many people would call this bias for action. But I think also many people would describe this as impulsiveness. So actually, so depending on outcome, it's either bias for action or impulsiveness. So you judge afterwards. And so I think you just got to have that pulsiveness bias for action, no matter how you want to call it.
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And afterwards, you judge and you got to be willing to make those mistakes.
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I think one thing that became very clear is that, to me, great companies, at least from headcount perspective, get smaller and not bigger. And the reason is that you have to automate as much as possible. And with AI, that is fairly possible. And I 100% do believe in kind of this thing about, will you have like the one person unicorn? Might not be a one person, might be a 10 person unicorn.
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But I do believe that will happen. I do believe it's actually possible probably today if the right 10 people.
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I think in the end of the day, the most important question is like, why are you doing that? Right. Because from an investor, you can ask them, what are you doing and how are you doing it? And why is it a great market? It's like, but why you as a person, why are you willing to commit? And are you willing to commit actually 15, 20 years to that? And I think that needs to be a fantastic answer to it.
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And is it okay to do it for money? The short answer is no. It's just too hard. It's not worth it. Money is a symptom of you building a great company.
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Yeah, 100%. And I think being competitive is fantastic. And I love being competitive. And I want to build the best at what we do. But I want to be the best. I want to be the best in hiring. I want to be the best in competitive strategy. I want to build the best in product. I want to be the best in adopting new technology such as AI quickly.
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I want to be the best in engineering, the best in international expansion and sales and so many things. I want to be the best. And I think kind of like the valuation or the outcome is just a way of quantifying if you're actually the best. But it's a result. It's a symptom of all of these inputs that you have to give.
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And so I think if you're just chasing the symptom, then naturally, like your headspace already diverted from what you should actually focus on, which is like, be the best at that one particular thing, and then it will follow, it will follow. But I do also believe, you know, There's a certain responsibility that we should all have. And let's think about San Francisco and Silicon Valley.
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Like there's this fucking Caltrain, which is a garden shed on rails going from San Francisco to all of these, you know, nice towns in Silicon Valley. And at every stop, you have a hundred billion plus company, if not by now a trillion dollar plus company. And that train sucks. And if you take the road, like the road also sucks, but you need to have a car for it. And homelessness is nuts there.
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It's absolutely next level. And so why doesn't this get fixed? We have the best foundational layer models on AI on the planet coming out of that little piece of land. We got great, fantastic companies out there in every different vertical coming out of that piece of land. But none of it seems to have increased the average life quality, if you want so, of the population. None of it.
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Like it's literally going south.
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Look, I think about it every single day. There's not a night where I don't think about it. Now, one of the symptoms of our work is this massively decreased food wastage, as an example. And food wastage from after one major driver is carbon dioxide, of climate change, and of... inequality in particularly developing countries and so on and so forth. So I think it's contributing to that.
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Do I think are we going fast enough every single day? But do I think that it fundamentally needs a different economic model? Yes. We've been essentially transitioning through three different generations of companies. And generation one is like What I do is completely disconnected to what's good for society or for the environment.
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So I might be an oil company and at the end of the year, I have a profit and then I plant some trees through it. Fantastic. But by no means, I'm incentivized to actually do that. And if business is bad, that's the first thing I'm going to cut. So that's generation one.
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Generation two is I actually recognize that every single human being and every organization as such, every company has first a negative impact and I'm going to strive to go for zero impact. And that's already fantastic and very few companies actually manage to achieve that.
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And now I think we're approaching generation three of companies in which every unit of economic success is in direct correlation to a unit of success for economy and to the planet by the very foundational mechanics of the business model. So as an example. Let's say Amazon, if every single box that they would ship magically, Agree would be grown.
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Fantastic, because every single box that they ship, the revenue goes up, it's economic success, and then magically that Agree should be grown. Now imagine you have a software with every single unit that you sell, maybe... There's going to be a little less carbon emissions. Maybe there's whatever. Cost of housing is going to go down just a tiny bit.
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In direct correlation, you cannot break that correlation. And I think that is a fantastic business. And I call these third-generation companies. And I think that is actually the only way how to scale positive impact. Do you eat meat? Sometimes, yes. I come from a butcher's family. But hey, you know, same there. I think it's very important to put our focus on the highest levels. What do I mean?
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So how much in the general population, how much mind space goes to EVs, electric cars? Everyone's talking about it's a sexy thing. It's like, you know, zero to 100 and less than three. It's cool. How much goes to food waste? A bit, but not as much as it. So what's the difference in impact? Reducing food waste. And I'm not saying alternative foods. I'm not saying eat less meat. I'm not.
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I'm just saying don't produce that waste. That's the only thing. Has 5x the impact as if all cars would be gone. Not electrified, but gone. 5x in terms of carbon dioxide emissions. But it's sexier to talk about cars. And so that's why I think we have to stay methodical and we can't be taken away emotionally because we love the environment and so much.
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Like we have to stay methodical and think where are our highest levels? And I think we got to focus on those.
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Yeah, 100%. I don't think all of the mode is gone, but I think a significant mode is gone. Like we've still built technology for up to seven years. And that holds many companies that might have built tech for five years, 10, 15, 20, doesn't matter. And so it's just part of their mode. And that part might vanish.
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And there might still other be modes and we got to focus on those more for the future, but that might still be gone very quickly. And so I think it's important to recognize that many jobs will change fundamentally in what these people do every single day.
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I think one of the easiest examples to describe is probably a product design. Previously, you might have had a UI that was very rich, and let's say you wanted to do payroll, and then you click.
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You have a search bar, and you search for the right employee, and then you click into that employee, and then you maybe check how much bonus should they get, and then you create this PDF, and then you send this PDF to your tax advisor, and then maybe to your bank to essentially pay out the money. And so in the future, that just might be a prompt. Please do payroll.
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Let the tax advisor and the bank know automatically and just report back to me once it's done. And so what UI is there to design besides that chat? But who are you speaking to? What is the character of that AI, of that agent, if you want, that you're speaking to? Is that like a very serious, structured kind of character? Is it a funny, cheeky character?
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Are they very concise and precise in their answers? Are they more like conversational and try to take and maybe even flirt with you? What kind of character do you want to design that is most appropriate for that particular job? And so a designer will probably have to do that in the future before they've been drawing like great simple user interface.
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And today it's like, which character is AI going to have?
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Today, most SaaS companies, what they do, including what we did, is like, okay, we talk to the customer, we identify the problems of the customer, and we say, look, we got a neat solution for you. And then this is how the solution works, and these are the features, and so on and so forth. But in the future, we're more or less selling an employee.
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Here's a very highly competent employee that is specific skills to perform in your company. It's never going to take a cigarette break. It's never going to take a day off. And you can hire 0.1 of these employees. You can hire 1,000. You can hire 0.1 in the morning. You can hire 1,000 by noon and by night. That might be 0.1 again. And so how do you demo this? How do you negotiate a price for it?
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Even in a job that is probably first away from engineering being sales, there are massive changes. How do you market that employee? So for marketing, there's going to be massive changes. And then obviously in engineering, it's like, yeah, okay, engineering, we got to plug into the APIs, but how do you QA? Because if I put something to LLM, if I put the same question twice, I get a different result.
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So how do you QA that? Every job will significantly change. And even internal facing ones. If I work in HR today, and many of the things I spend a lot of time with will just be done in seconds, then how do I stay on top of things? How do I not become obsolete in the future? It's like every single job will change.
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A hundred percent. I think SaaS is that. I call it agentification of SaaS. In some industries, it might happen sooner and in some later. But naturally, why do we have user interfaces? So I like kind of the HR example because I still remember before all of these great HR tools came out, we were managing all of HR on Excel sheets. Not Google Sheets, but Excel Sheets.
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And there was kind of every single employee and when they joined and how many holidays they took and what they earned and yada, yada, yada. And then these great tools came up which make the job much easier. But you still need to learn how to use that software.
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Whereas in the future, we're just going to prompt that you don't need to learn anything because you communicate with that machine like you communicate with a human in voice, in written form, in many different things. And so it's just the adoption curve will just be faster because there's nothing to learn.
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It could also be that kind of in that example, Salesforce should be the application layer itself. There should not be a layer above Salesforce. It should be the application layer. And what's underlying might just be a database. Sales people hate Salesforce. Like, go on there, update every single lead. Oh, I spoke to that person. Upload the presentation that you have done. Change the lead status.
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Who did I talk to? What are the points of contact? Where it's like, okay, here are my notes that I took anyways. Do the rest. And you can imagine if you ask a sales rep, hey, you have two options. Fill the form, copy-paste your notes. Like, what are they going to choose? And which tool is going to find more adoption? And which tool makes your sales rep more efficient?
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So this is where I disagree. I think it's the other way around. So I think AI is the perfect technology for traditional industries. Why? Because the problem in adoption is not that they think, oh, digital is unimportant. The problem in adoption is like, I need to learn something new. I have done this forever. I don't want to change. I'm going to need training. My people are not ready for it.
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That is the problem in adoption. Versus now it's like, no, you don't need to learn anything. Do you people know how to use WhatsApp? Yes. Okay. It works like WhatsApp. type in what you want, it's going to give it back to you.
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So the adoption curve is going to be way faster, like AI is the perfect tool for traditional industries, much more actually for startups and tech because those are people that are tech first, they know how to work with interface and stuff like that.
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Yeah. I don't think everything needs to be in LLM and not everything needs to come off the cloud. I think for many use cases, small language models are completely sufficient and many of which can be hosted on... Even large language models, they can be hosted on-premise. Nothing's going to leave your doors. So you can create a product... with this as well.
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And it's completely hosted even on your own internal service. And so I think you've got to go through the same questions around data security that any SaaS has to go through. So that's maybe a one-on-one, but then on the adoption curve, you still win.
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So I do think that actually two interfaces will survive. One is kind of like the interface in which you ask the AI to do something and which it returns you what you want. That can be, you know, how much revenue did you make last month? It gives you back a number, you know, make the payroll that gives you back the result and things like this. But AI is not...
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It's not God, like it makes mistakes, just an intelligence. It doesn't have superhuman knowledge in particular, not on your proprietary data. And so you got to train it. And so that's the second interface that I think we will have in the future. And I think that we need to think in a way that, hey, How do we make it as easy as possible for our users to train the AI? That's the key.
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It's not going to be everything's going to work from day one, and that's not what you should expect, and you should not oversell on it. It's not like, what's the day one accuracy? It's actually the rate of learning that needs to be as steep as possible.
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Excellent question. So I think, for example, what Entropic has done with computer use two or three days ago It's quite magical, actually.
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Yeah, essentially, Entrafic will take over your computer, and it can click for you, look up things for you, fill out forms. You do everything a human does with a computer. It can essentially take over your mouse and your keyboard, and then you're prompted to tell it what to do.
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More or less, yes. A very, very smart RPA. And so one could argue that's application layer because RPAs exist. One could argue that's foundational layer. What is it? I think another way to think about it is how are incumbents really doing? But essentially, I think they're doing quite well.