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    Technology

    Tech Deciphered

    Tech DECIPHERED brings you the Entrepreneur and Investor views on Big Tech, VC and Start-up news, opinion pieces and research. We decipher their meaning, and add inside knowledge and context. Being nerds, we also discuss the latest gadgets and pop culture news. To understand what’s really happening behind the surface, join our hosts, Nuno Goncalves Pedro, investor, co-founder and managing partner at Strive Capital, and Bertrand Schmitt, entrepreneur, co-Founder & Chairman at App Annie. They have been each in tech for almost 25 years, are now based in Silicon Valley, having both previously worked and lived in Europe and Asia. With Tech DECIPHERED, discover how the best entrepreneurs pitch, how investors think, and what are the deep trends underlying the tech industry. To learn more about Tech DECIPHERED, head over to www.decipheredshow.com for more info about the podcast, show notes, resources and complete transcripts.

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    Copyright: © Bertrand Schmitt & Nuno Goncalves Pedro

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    51 – Too Big to Succeed Feb 14, 2024
    Show notes

    Do you remember that company that raised at $1 billion valuation and sold for $15 million? How about that one that was the “hottest thing” ever, is still around, but never really became huge. This episode is about these companies… and about why some founders and investors can make a lot of money, while their companies fail miserably.Navigation:Intro (01:34)Why “ka-ching” isn’t necessarily related to success (or failure)?The nasty onesThe ones that are still alive, but not doing greatThe ones that did ok/well, but… should they have gotten that outcome?Why don’t all companies exit?ConclusionOur co-hosts:Bertrand Schmitt, Entrepreneur in Residence at Red River West, co-founder of App Annie / Data.ai, business angel, advisor to startups and VC funds, @bschmittNuno Goncalves Pedro, Investor, Managing Partner, Founder at Chamaeleon, @ngpedroOur show: Tech DECIPHERED brings you the Entrepreneur and Investor views on Big Tech, VC and Start-up news, opinion pieces and research. We decipher their meaning, and add inside knowledge and context. Being nerds, we also discuss the latest gadgets and pop culture news Subscribe To Our Podcast Bertrand SchmittWelcome to Tech DECIPHERED episode 51. We are going to talk about companies that ultimately became too big to succeed. What do we mean by too big? We mean that, in most situations, they probably raised too much to end up having some level of good success. The weight of their financing weighed on them, and what could be opportunities for the right exits.Bertrand SchmittSo, Nuno, let's start about this and obviously we will talk about some pretty big companies that went under, some smaller ones that also didn't go well, and some are still alive, just absolutely not where we would have expected them a few years ago, and not enough to make everyone happy in these companies. Maybe we start by explaining a bit more what is success or failure?Nuno Goncalves PedroLet's start with the punchline today instead of... Hopefully you guys will stay for the examples because they're pretty cool. But let's start with a punchline and why cashing isn't necessarily related to success or failure. Why success sometimes on paper isn't success in the end. It ain't over until the fat lady sings. Probably not a very appropriate expression any more, but it really ain't over until the company actually liquidates and everyone's made their money, et cetera.Nuno Goncalves PedroLet's start with first principles: the first thing is a valuation on paper, a company is raising a private round of funding, a series B, a series C, a series D from venture capital investing, investors, even IPO ing, even going public into the stock market.Nuno Goncalves PedroThe valuation before any liquidation and an IPO would be an effective liquidation. Any valuation before a liquidation is on paper. It means what it means. It means that someone is willing to pay a certain price per share for the company at that valuation of the company. It doesn't mean the company is actually worth that. It means there are certain actors that think that the company is worth that.Nuno Goncalves PedroWhat it means is you can raise a ton of money, and in particular, you can raise a ton of money at a lot of valuation. You can be a unicorn on paper, so worth over a billion dollars. You can be a decacorn worth over $10 billion on paper. But that's all on paper until there's liquidation, be it an IPO, a full on trade sales where someone buys you out, et cetera, et cetera. Basically, it ain't done yet.Nuno Goncalves PedroNow, why isn't cashing necessarily related to success? Why do people still make money? Well, people still make money because other things happen in the life of the company. When a company is raising, potentially series b or series c, it might be that certain investors or certain executives or founders of the company do what is called a secondary transaction.Nuno Goncalves PedroWhat that means is they sell some of their stock to a third party that's willing to buy their stock and gives them liquidity. It's effectively a mini liquidation. They get some liquidity out of the stock that they have, and we'll discuss some stories today of people that made a killing and their company failed miserably. People that made hundreds of million and their company failed in the end, investors that made a killing, that the company, in the end, also failed.Nuno Goncalves PedroThe correlation between the company failing or not, and you making no money is actually not necessarily there. You might have made money along the way. It might be, for example, that the company IPO'ed after your lock-up is done, which classically is after six months. Investors sold their stock, or they sold all of their stock. A lot of founders sold some of their stock, et cetera, et cetera, that they made a lot of money, and that the company dropped dramatically as a stock.Nuno Goncalves PedroIt might be the company's nearly worthless now, but it was worth a lot at some point where people may have exited some of their positions. Again, money doesn't correlate necessarily to success or failure. Success needs to be seen in a different light, which is the light of liquidation, not the light of "on paper valuation".Bertrand SchmittYes. One thing I like to remind people, there is a big difference between the private and public markets. If you look at the private market, when we talk about valuation, valuation is set by really typically one lead investor. It's not as if you're in the public market. You have transactions every day happening, and you need a lot of investors to have a strong belief about the valuation of your business at the moment in time. Because if the valuation is too high, it will go down, the valuation is too low, it will gradually go up. There is some rationality in the market, at least step by step, and over the mid to long run.Bertrand SchmittIn the private market, it's very different. As long as you keep finding that one investor that value your company where you want it to be, you are good enough. As long as this investor can bring the money or convince a few more to participate to that round, and that's about it. We will see I guess, in many of these stories, you often end up having one investor that is willing to make a big leap in faith in term of valuation, in term of prospect for the company, in term of how much money to put to work.Bertrand SchmittBasically, this has this ability to keep increasing price when technically a true market with multiple participants would not have come up with the same price. There is really a difference in pricing and therefore valuation. Another piece of the puzzle is a lot of private equity investors have to have a strategy to put a certain amount of money to work for each one of their investments. In some situations, that's forcing a typical investment that might be too big versus what that company at this stage of the game should be really willing to take.Bertrand SchmittUltimately, valuations are connected to how much you put in a run. Typically it could be early on, 20%, later on, more 10% of your run, because you don't fundraise for one or 2%, and you typically, hopefully don't fundraise for 50% at once. It has also another impact. If you are a really big fund, you might force companies to fit your strategy by accepting big amount of money that might be too big for that company at this stage of the business. Let's not forget, venture capital should be around investing step by step in a relatively, in some ways prudent manner, where at each level of new financing, you do that because you have reached new milestones and there is some agreement about what this milestone could be at different stage of different type of businesses.Nuno Goncalves PedroWe mentioned this in previous episodes. For those who haven't listened to the those episodes, you should go back and listen to them. But valuation is a little bit like baggage. It's like things that you're carrying with you. It feels like, great, I'm worth a billion, you're not worth a billion. Someone's willing to give you money at a billion valuation, but there is an expectation that you're going to reach at least that valuation and go well beyond it. That creates baggage. It creates like a bag of rocks that you're carrying. You're now carrying a whole lot of rocks. If you're worth a billion, right, you really need to hit a lot more than a billion to be worthwhile for the last investor that valued you at a billion as a lead investor.Nuno Goncalves PedroShall we move to the nasty ones? Let's go to examples. There are some fantastic examples here. I would make just one caveat before we go into the examples, which is there's no investment advice in here. There never was in any of our podcasts. More importantly, we're not dissing on anyone. I'm personally friends with some of the people we're going to talk about today, so I just might flag some of them. I might not flag others. I don't want to piss them off. It's just things that happened, and we want to be showing you that.Nuno Goncalves PedroThe second piece is, we will mention a few things today that might be factually correct, but they are coming from different sources. It would be important at some point to put a grain of salt in some of the things we might say. We'll try to qualify them when we say it, but just to put that in question, but let's go with the first one. Quibi great, great company, huh?Bertrand SchmittQuibi, I think everyone in tech is probably not want to say smiling when talking about Quibi, but I think this one is very odd company where a lot of people in tech, myself included, were expecting this company to fail from the get go. Let me explain to you why it was a company that was, and you might not know about it. It was a company started by Jeffrey Kastenberg and former HP CEO Meg Whitman.Bertrand SchmittBoth of them are really stars in their space....


    50 – Recap of 2023 and What to Look forward to in 2024 Dec 19, 2023
    Show notes

    That episode… the 50th, the big 50. We go back to the past and look into the future: was 2023 as bad as it gets? Is there some good or silver lining in front of us in 2024? These and more questions answered in our recap and looking forward episode. Navigation:Intro (01:34)Looking Back to 2023 (02:00)Looking Ahead into 2024 (32:05)Conclusion (48:20) Our co-hosts:Bertrand Schmitt, Entrepreneur in Residence at Red River West, co-founder of App Annie / Data.ai, business angel, advisor to startups and VC funds, @bschmittNuno Goncalves Pedro, Investor, Managing Partner, Founder at Chamaeleon, @ngpedroOur show: Tech DECIPHERED brings you the Entrepreneur and Investor views on Big Tech, VC and Start-up news, opinion pieces and research. We decipher their meaning, and add inside knowledge and context. Being nerds, we also discuss the latest gadgets and pop culture news Subscribe To Our Podcast NunoWelcome to episode 50 of Tech DECIPHERED, the big 50, 5-0. Today, we will do a recap of 2023 and what to look forward to in 2024. Although this is actually not really our 50th episode, because of how we've done the numbering scheme over time and we've changed it back and forth. Let's just call it our 50th episode and celebrate and take advantage of that. 2023, what a hell of a year, Bertrand. BertrandYes, indeed. What a hell of a year. Maybe we can start about the positives of 2023. NunoYes, that would be fast. No, I'm kidding. BertrandGood news is that I'm not sure if it's fully behind us, but definitely COVID-19 is mostly under control. It feels less in the news these days, either mainstream media or Twitter. It looks like people are back to a more normal life, back to getting the flu or whatever cold you might get, but at least it feels like a cancer-distant memory, but less impacting our daily lives. NunoWe put COVID-19 behind us. I was just watching or catching up on a TV series, The Good Fight. They did this funky thing starting, it's season five maybe, which is literally the whole episode is like a previously on, but we never saw that. They basically did a whole year into 50 minutes of an episode, and they presented it as previously on, as if we'd watched it before, which we have never watched it, which is very funny. It was actually scary. We were scared for our lives and what was going to happen next. That was 2020. NunoThen 2021, we started rebalancing and things started looking a bit better. Last year was like, "Oh, let's just go back to the normal world." This year, we're full throttle. It's the big vindication. Everyone's travelling a lot. I'm sure it's going to be a mess over Thanksgiving. We're close to Thanksgiving right now. Everyone's back to travelling. COVID is a little bit behind us. Some people are taking booster shots. Have you taken your booster shot yet, Bertrand? BertrandI have. NunoI have as well. BertrandFlu shot. NunoFlu as well. Yes, cool stuff. Some may have not, I'm pretty sure. Some people are getting COVID again, but things do seem to be under control. That's a big, heavy burden that we're not really inside anymore. We'll see what happens in the next few years. Fingers crossed. I'm knock-on-wood type stuff because honestly, we can't declare victory. NunoThe second very positive thing is, besides we did talk about recession. We talked about economy imploding. It really did not. It's been an up-and-down year, but the economy did not implode. If something economic activity has now picked up again and there's no signals of recession, and again, fingers crossed on that, which I guess is good and bad. We'll come back to the bad in a bit, but it's mostly good. BertrandYeah, it's good news. The question is why, obviously, and can it still happen? Definitely, I came in this year with a more negative outlook, at least for the US. Because if we talk about some other countries, some other countries might have a pretty bad year, actually. At least in the US, it has been surprisingly good so far, at least on the surface. NunoOverall, pretty positive. We'll see the numbers by the time this is launched. You guys will know the numbers for Black Friday. We don't know them yet, but I'm assuming they'll be great. In some ways, we're back to consumer is one-on-one. We'll see if inflation is really under control or not into the new year. Definitely, it was a positive year in that respect. We didn't really have a huge crisis. Us, as consumers, have come back to the table, travelling, consuming like the good old American way. The rest of the world is following suit. Everyone's doing that. NunoThen maybe the last third big thing is, it's been the year of AI. Obviously, we've had a couple of episodes on generative AI, and we've demystified a bit, so we won't spend a ton of time on it today. Recently, we've also had the whole OpenAI debacle. As you were saying, Bertrand, the whole Steve Jobs done in five days instead of years. [crosstalk 00:04:01]. The Gen Z version or millennial version of, "I'm out, I'm not out, I'm out, I'm not out." BertrandIt's definitely raising a very strong question of governance. What went wrong in a surprising way, given the talent of the people involved, and maybe in an unsurprising way when you know that trying very untested new type of structure that didn't really make sense in the first place indeed don't really make sense in the first place. NunoYeah, I've been in a structure like that before, like a non-profit on top that owns a for-profit that is significant. It's very difficult. You have high dependencies on a very well-functioning board on top. If that doesn't work out, it's not great. I'm sure there's other reasons behind it. We don't know probably the story or the whole story yet, if it's just the board, if there were other dynamics around it that we're not fully aware of. It seemed amateur hour throughout the five days of social media back and forth, and it was live news. They might have well streamed it. I saw someone making the comment on Twitter, on X saying, You should have just streamed it on Twitch. It would have been easier. We could have just followed it. It would have probably been the most watched show recently. BertrandYou could do a TV show where every season is one day. NunoExactly. BertrandOf what happened in real life. A new version of 24, I guess. NunoA new version of 24, like a real-life version of 24. Back to the positive AI has changed everything. It's been the year of AI. Despite the market in general around startups having cooled down quite a bit, the AI market is still continue going through the roof. A lot of interesting things happening, a lot of noise as well, a lot of things that are maybe not as great as all of that, but certainly very, very positive. We've hit our first year of AI is here. It's here to stay and there's going to be a tremendous amount of innovation going forward. Incredibly positive. BertrandWe just saw, the results from Nvidia and it's clearly amazing. They are firing on all cylinders. I've never seen a company that size exploding like this in terms of revenues year on year. We're talking about 200%. It's just amazing. NunoOverall, may be the last positive in our world of startups and venture capital. Obviously, it's been a cooler year dramatically in terms of fundraising for funds, startups as well. It's not fully imploded. It's not nuclear winter. It doesn't feel like end of 2000, 2001, 2002, 2003, there's still activity. You guys are investing and startups are still raising money. It's been overall positive. It really hasn't been nuclear winter. BertrandI think that if 2022 might have been more a nuclear winter, it didn't feel that way in 2023. I don't know if I would call it positive or maybe it's more neutral that business is done. NunoIt's positive versus what we expected. Certainly, I expected, for example, valuations to come down a lot more. Maybe it's negative to us as investors. Maybe valuations should have come down a lot more. Maybe they still will. It wasn't that bad, certainly for entrepreneurs and startups, and that's great. BertrandYes, in a surprising way. Maybe should we go to the negatives or the neutral next? NunoYes, we're going to spend a bit of time there. BertrandIf we go on the negatives, maybe we go from the bigger picture, some of our macro picture as well. We still have a war in Ukraine, in Europe, and a new one in Israel. It's pretty scary to have this. If you are pretty young, you might feel the world coming to an end. The older you are, the more you feel back to what you used to know. A world more full of uncertainty from a macro perspective and some lack of control. BertrandObviously, very sad just to be clear what happened. It's beyond belief that you could have terrorist activities of that level. From Hamas, I am in full support of Israel about what's happening. We hope and pray for the best possible outcome for everyone involved. Israel, of course, with the right to defend and people of Qatar. NunoA war of the scale of Ukraine, obviously with the Russian invasion or attempted invasion, we'll see where that ends up, was already a total tragedy and the loss of lives. What's happening in Israel has even taken this to the next level and it's just tremendously sad. I do think the situation with Israel, Palestine, Hamas, the way you position it and everything that's happening is much more complex. The good guys, the bad guys. Who are the good guys at what point in time? Who are the bad guys at what point in time? NunoIt's certainly much more complex, much more nuanced. A lot of fake information as well being circulated, a lot of things that are not accurate being circulated. The only comment I would make on it at this stage is, that we do hope that this comes to a peaceful resolution that is sustainable, at least for the immediate future. This would be my wish. We didn't need a second large kill war for sure. BertrandTo your point on Ukraine,...


    49 – The Exit(s) Episode Nov 29, 2023
    Show notes

    What is an exit? You need to sell your company or sell some of your shares? How is the market for that, right now? All things M&A, IPO, Secondaries, etc. Navigation: Intro (01:34) What is an exit? (02:17) Stats on M&A and IPOs (17:50) What’s ahead? (42:02) Conclusion (59:48) Our co-hosts: Bertrand Schmitt, Entrepreneur in Residence at Red River West, co-founder of App Annie / Data.ai, business angel, advisor to startups and VC funds, @bschmitt Nuno Goncalves Pedro, Investor, Managing Partner, Founder at Chamaeleon, @ngpedro Our show: Tech DECIPHERED brings you the Entrepreneur and Investor views on Big Tech, VC and Start-up news, opinion pieces and research. We decipher their meaning, and add inside knowledge and context. Being nerds, we also discuss the latest gadgets and pop culture news Subscribe To Our Podcast Bertrand SchmittWelcome to Tech DECIPHERED Episode 49. This will be our Exit episode. What do we mean by exit? Exit, it's really when you need to provide liquidity to your shareholders. It's when you sell your company as a whole. You sell some shares in a public market, meaning that ultimately that will provide not as fast liquidity as getting acquired, but will provide liquidity for those that want to leave the business as shareholders in a gradual way. In this episode, we are going to talk about all things M&A, IPO, secondaries. But let's start with more details about what is an exit. Nuno Goncalves PedroMore generically, an exit is on the eye of the beholder. An exit for a company, as you mentioned rightfully so, is the sale of normally most of its stock. It could be not all of the stock; sometimes it is all of the stock. It could be a sale of most of its stock or the taking that stock public in some way. Nuno Goncalves PedroWe'll come back to this notion of what selling stock means, but in general, selling stock, even when you go IPO, there is a selling of stock. There is a transformation of stock in some way. But it could be for an investor. What is an exit for an investor? Or what is an exit for a founder of a company? In that case, I would say an exit is, again, when you sell the majority of your stock that you have for that specific entity. Nuno Goncalves PedroFor a founder, it would be, "I'm selling most of my stock in that company." For an investor, "I'm selling most of my stock in that company." We could then basically say, is it a full exit or not? But it's an active element of liquidation at scale. For me, takes into account majority. It takes into account that the majority of what you put or that you have, you've sold. A liquidation means you've liquidated part of your position. It could be actually a very small amount of stock. That is the definition of exit and the definition of liquidation. Nuno Goncalves PedroThere's different types of exits and elements of liquidation. There's mergers and acquisitions whereby two companies—normally it's two companies—come together as a merger. We always talk about this notion of mergers of equals. There is rarely mergers of equals. There is always one party that is slightly bigger than the other. Even in the case of a merger, there is one party that in some ways is acquiring the other. Then there's straight-up acquisitions, the ability for a company to acquire another company and take over that company. That's M&A. Nuno Goncalves PedroIn M&A, normally the majority of stock is taken by the acquirer or by the entity that is merging that is slightly larger than the other one. There's what we call a change of control. The entity that got sold is now taken by the new entity or by the entity that bought it. That's a change of control. A lot of people know the sexier type of exits, which is IPOs. Nuno Goncalves PedroAn IPO stands for initial public offering. It's an offering of stock to the retail market, to the public market. Why it's the public market? Because people like you and me and people that necessarily are not accredited investors can actually invest in public markets. It's what we call retail markets. Anyone can invest in it in effect. There is no limitation for me to invest in that market. Whereas in private markets, we have the notion of accredited investors. We won't go a lot into that, but we can explain that at some later episode. Nuno Goncalves PedroIn public markets, it's retail, so the public can buy. What that means is there's a portion of the company that is so-called floated onto the public market so that the retail investors—anyone really—can buy stock in those companies. It ends up happening when there is an IPO that there are large players that take large amounts of stock in the companies, institutional investors, for example, other types of players in the market, hedge funds, and other such entities. But it's again, a market that is open to the public. Anyone in the public can buy stock in that market and in what is floated. Nuno Goncalves PedroMaybe one or nuance, and we can go back and forth on different types of approaches to the exit, is secondary transactions. This is particularly true in private market. Secondary transactions as opposed to primary transactions. A primary transaction is when, for example, a venture capital firm is leading a new round in the company. What ends up happening is there's issuance of new stock in that company. There's issuance of stock that gets purchased at a certain price by these new investors that come onto the company. That's a primary transaction. I'm getting stock in the company, but that the stock is effectively being issued. Nuno Goncalves PedroA secondary transaction is that there's stock that's already been in the hands of someone. It could be an investor, it could be a founder, it could be someone inside the company, and that person or that entity decides to sell that stock to a third party. That person or that entity owns stock and decides to sell that stock to a third party. Nuno Goncalves PedroWe normally mention secondaries only, again, in private markets. It's basically, let's say, I have 5% in this startup, I'm a founder, an early founder, maybe not the founder-CEO, but one of the early founders and I want to sell 1% of my stock or 1% out of the 5%, so basically 20% of my stock holdings to a third party, and I'm allowed to do that. There's a party that comes in and acquires that stock for me. They take that percentage from me and they take the rights that I have in that stock with that. That's called a secondary transaction. Nuno Goncalves PedroWhy is secondary transaction is becoming more interesting? Because of what I just said. Because entities or individuals at a certain point in time want to generate liquidity, but they don't want to necessarily generate liquidity on all of their stock. Or if you are a venture capital investor, by definition, normally you're a minority investor in the company, you want to sell a part or all of your stock but the company is not necessarily entering into a M&A transaction or IPO-ing or getting into public market. It's another vehicle for you to actually effectively sell your stock, liquidate it, get money in return without necessarily the company having to go through a change of control type scenario, be it an IPO or be it an M&A transaction. Nuno Goncalves PedroThat's why secondaries are so popular. They're popular for investors. They're very popular, obviously, for founders who get some liquidity for them to buy their homes or buy a car or get married or do whatever they need and they need cash. Because in many cases, founders are very badly paid. They don't want to sell all their stock holdings in the company. They want to ride that wave, but they do want to have a little bit extra liquidity to live a daily life. Secondaries have become quite popular. Bertrand SchmittMaybe to add to this, one reason secondaries became popular is because it has been taking longer and longer to go public. We have seen that the average age of a business to become a public company is around 10-12 years to IPO from funding the business. It means it can take a while that you get some liquidity for your shares. Again, once you're IPOed, it's easy to just sell a portion. You might not want to sell everything as a founder, but if it takes a long time before you get to this liquidity option, then secondaries can be a great stop bit not just for founders. It can be a great stop bit for execs, for team members, for employees. Bertrand SchmittThe bigger the business, the more everybody could end up being involved in a secondary. Each time a private company is a huge success, you will see actually pretty significant secondary offering programs because the need is there to sell and there is also market to buy if you are already successful company. Bertrand SchmittMaybe another point to touch quickly as well is concerning IPO. It's considered the graph for a lot of companies, founders to go through that because it's a way to provide liquidity to your investors. Typically in a startup, VC business, you have to provide that liquidity. You get money in exchange of, at some point, the ability to get your money back and hopefully more than what you put. Bertrand SchmittBut with an IPO, it's a way to provide liquidity to your investors. But it doesn't mean that you end up being forced to yourself, liquidate your investment and sell to somebody else. With IPO, you can keep going your own way, your own path. Usually, that's also typically the most rewarding path if you are a great company. Most of the great technologies companies end up being public companies and went through an IPO process. Bertrand SchmittMaybe one more step is that at the same time, the IPO process has become more and more complex, more and more expensive, probably more difficult to go through, especially during this period, 2022, 2023. It's a pretty highly random process. Sometimes the IPO window itself is closed and might be closed for two,...


    48 – Day Zero as a Founder – 2 of 2 Nov 15, 2023
    Show notes

    So you’re starting a company? You’re now officially a founder. What should you do first? In episode 48, we will share our views on culture and why it “eats strategy for breakfast”, our thoughts on structure and legal framework for your new baby/start-up and on what 2nd+ time founders do differently.Navigation:Intro (01:34)“Culture eats Strategy for Breakfast” (01:54)Structure / Legal (16:27)2nd time founders, what do they do differently? (29:37)Conclusion (35:35) Our co-hosts:Bertrand Schmitt, Entrepreneur in Residence at Red River West, co-founder of App Annie / Data.ai, business angel, advisor to startups and VC funds, @bschmittNuno Goncalves Pedro, Investor, Managing Partner, Founder at Chamaeleon, @ngpedroOur show: Tech DECIPHERED brings you the Entrepreneur and Investor views on Big Tech, VC and Start-up news, opinion pieces and research. We decipher their meaning, and add inside knowledge and context. Being nerds, we also discuss the latest gadgets and pop culture news Subscribe To Our Podcast Nuno Goncalves PedroWelcome to Episode 48, the second and last episode on day zero as a founder. What should I do? In this episode, we'll discuss how culture eats strategy for breakfast, how you should think through the structure of your entity and the legality of your entity. And finally, we'll land on second-time founders. What do they do differently? Nuno Goncalves PedroLet us start with culture eats strategy for breakfast. This is actually a quote that has to be attributed to one of my professors at Stanford, Robert Pilgarman, one of the great professors of strategy in academia. He always used to say it. I'm probably paraphrasing him wrong but, "Culture eats strategy for breakfast." And his point was you can define the best strategy ever, but your company culture, if it's going in a very different direction that doesn't allow you to align the execution with a strategy you have set forth, that culture will win and the strategy will never work. Bertrand SchmittI totally agree. I don't see it either way. You have to build your strategy in the constraints of what your team can achieve. Obviously, you can always arrange things a bit. You can hire more people, you can bring different types of people on board. But culture is typically very hard to change, and hopefully you have the right culture. If it's way beyond what your culture is able to achieve, that will be a problem. Let's take some examples. If you have a culture of being very careful about your spend, think about Amazon in the early days. Nuno Goncalves PedroStill today? Bertrand SchmittStill today. I remember earlier, I don't think they still do it today, but they would use, I think, some doors that they buy on the cheap and that they use as a desk, as a surface for your desk. That's a very distinct type of culture where you try to optimize cost everywhere. Bertrand SchmittThere are other ways to optimize cost, by the way. If you look at how they pay employees, stock options the first two years, for instance, they won't invest much. It will be on year three, year four. That's not typical, to be clear. But the analysis was most people stay two years or less. We better don't give too much in term of stock because it's valuable. We will only give stock to people who are staying for the long run with us. Bertrand SchmittMy point here is if you have that culture, you won't be going, for instance, in the luxury business. Good luck trying to go to sell luxury products with a culture of optimizing cost to the bones. My point is you have to align the two together. You have to understand what type of products we're willing to deliver, and you have to have a culture that match it. Hopefully, early on, you need to have a good instinct about your type of product, your type of market, and therefore, the type of culture that's necessary and hire the people who would be a good match with this culture. Step by step, be more clear, be more transparent about what is this culture so that people can self-select in it or not. Nuno Goncalves PedroThere's a couple of exercises that I recommend founders do. The top-down exercise is define your values, define what's your value system. Values are a very good way of edifying and effectively creating the notion of culture. This is what we stand for. They're not enough. We'll come back to that in a second, but they are definitely a good way to start. If you can't articulate it early on, articulate a few principles. Maybe it's not a big value system. Chameleon, we actually wrote down a value system. Some people might not want to do that. They might just edify a few principles. There are a couple of principles they start edifying and then start editing it like it's almost a laundry list of things. Then over time, maybe at some point, you get some consultants or someone particularly talented in the team to restructure it and put it under a couple of buckets, and that's your value system. Nuno Goncalves PedroOne thing I always recommend, think through that. Think through value systems. It's not a McKinsey engagement. It's not something you should spend three months doing. But sit down. Sit down with your co-founder. Sit down, what's your stand for? Write it down as principles, write it down as values. Nuno Goncalves PedroThe second part is culture is always manifested in action. It's not manifested in ideas. It's manifested in how people behave and do. I'm always reminded of this by my team. As good writer as I can be, it's like, "Well, are you really living by your values?" You need to. You need to live by your values and everyone will be looking at you. This is manifested in big decisions and big execution, big operations, but also, and more importantly, on small things. Nuno Goncalves PedroWhere do you spend your money as a firm? If you're the CEO, where are you deciding to spend the money? And what are you not spending the money on? How do you acknowledge the rest of the team in terms of seniority? Is your door open or not? How are you actually including people in your decision-making process? How are you making decisions? Everything leads to culture. This is the shocking piece. It's literally everything. It might be on how you react to bad news on something. It might be how you react to good news on something. Everything defines culture. Nuno Goncalves PedroThe part that's very complex about this is in the early days, it is really the founder, CEO that sets the stage. There's nowhere to hide. You don't have 200 people. You have 10 at max, 15 maybe. Bertrand SchmittThe founder, the co-founder, the first exec, they definitely set the tone. Some stuff that are very clear in terms of tone-setting, obviously, are hiring, firing, and promoting. If you hire, fire, promote based on the values of your business, then things will be very clear. If you don't, then your values are just bullshit at the end of the day. Bertrand SchmittJust to be clear, that's pretty bad because when you have bullshit values, there is a lack of trust. There is a lack of insight of the company. It's very important to get this right. I totally agree with you on the small things. I think the small things have to be representative if also it would create a bad atmosphere. Oh, these guys, he's saying this on one side, but he's doing this on the other side, and everyone knows about it and no one does a thing. It's really important to really make sure that you enforce that. Yourself, as a founder, you are the embodiment of this approach. Nuno Goncalves PedroVery specifically, if you are a founder, CEO, that says, "I want speed, I want everyone to work fast," for example, and you start becoming the bottleneck, acknowledge it. Discuss with the team how you can solve it, how you can become better at that. This will have a huge impact on the culture of the company. Huge impact. Because people will be like, "This is the CEO, and he's apologizing for being the bottleneck. This is how he wants us to behave. He wants us to actually stand for stuff, but at the same time, acknowledge when we have flaws and we need help and we need to go to the next level." Nuno Goncalves PedroFor example, that's great for teamwork. It might be that you're actually really fast and you want to manifest that speed, you reply to emails whenever you need to reply to emails. It might be on weekends you're replying to emails because you said everyone is going to work really fast and everyone is everyone. That also sets the stage. People are like, "Okay, it's not acceptable then that I don't reply to emails within 24 hours of me receiving the email. Maybe weekends is an exception, we'll figure it out. Maybe it's only for emergencies, but maybe that's the rule." Everything defines it. Nuno Goncalves PedroIf you have a problem with someone on the team and you take them to the side, and this again could be the CEO, could be another co-founder, and have a one-on-one discussion with that person and try and illustrate what's the problem, it's very different than you call them out in front of everyone else. That sets culture as well because guess what? This is going to keep happening. Managers are going to continue doing that to other people on their team if they see that from their leader, from their CEO. You always have to be careful. We always have impetus. Nuno Goncalves PedroI'll put my mea culpa here. Everyone thinks that… Doesn't think, actually, that I'm really good at this thing. I'm super flawed like everyone else. I'm an emotional guy. Emotional people sometimes are great because they can get others to believe in things that are still not proven at all. That's incredible. They can get the most out of people sometimes because they excite them. They want to work with that exciting other person. But emotional people sometimes can be emotional. When they are emotional, they can sometimes overreact to small things and manifest themselves not in an ideal


    47 – Day Zero as a Founder – 1 of 2 Oct 25, 2023
    Show notes

    So you’re starting a company? You’re now officially a founder. What should you do first? In episode 47, we will frame the landscape, share when it is a good time to start a company, how validate your start-up idea and the 3 key things to take into account: product, market and team.Navigation:IntroFirst Things, FirstWhen is a good time to start?How to validate a startup idea - vitamin vs painkillerThe 3 key things: product, market, teamConclusionOur co-hosts:Bertrand Schmitt, Entrepreneur in Residence at Red River West, co-founder of App Annie / Data.ai, business angel, advisor to startups and VC funds, @bschmittNuno Goncalves Pedro, Investor, Managing Partner, Founder at Chamaeleon, @ngpedroOur show: Tech DECIPHERED brings you the Entrepreneur and Investor views on Big Tech, VC and Start-up news, opinion pieces and research. We decipher their meaning, and add inside knowledge and context. Being nerds, we also discuss the latest gadgets and pop culture news Subscribe To Our Podcast Bertrand SchmittWelcome to Episode 47 of Tech DECIPHERED. This will be the first episode in a series of two episodes about Day zero as a founder. Basically, we will talk in Episode 47 about what is Day zero as a founder? We will talk about when is it a good time to start a business, how to validate? Your startup IDs. Of course, we'll go around three key things: product, market, and team. That will be all for episode 47. You will hear more in our episode 48 about culture, about structure, legal, and about second-time funders. Nuno.Nuno Gonçalves PedroFirst things first.Bertrand SchmittFirst things first.Nuno Gonçalves PedroFirst things first, what is day zero? Day zero is basically to us when you're really starting your company. You have an idea, you may have done a little bit of market research. You've sought through a few things, but you're about to go and embark on this journey of having a startup or a company of some sort.Nuno Gonçalves PedroThe first important thing is, what are you doing? What is it you're going to do the company on? Is it a services company? Is it a product company? Is it something that you've done before? We're going to start a little bit today in this episode talking about first-time founders. Later on, we'll talk about the differences between second-time founders and first-time founders. Most of the episode today and then part of the episode next time will focus a lot on first time founders.Nuno Gonçalves PedroBut at least you have to have a notion of product or service. What is it that I'm supplying to the market? Second, what is the market? What market am I going to operate in? Third, what is the team? Normally, the team at day zero is you and potentially co-founders. It might be you by yourself, if you're a single founder or a solopreneur, as we call it.Nuno Gonçalves PedroWhat do you do first? The first things you need to do is to understand what markets are you going to act on, what products or services are you going to manifest in that market, and what's the ongoing team into this problem, into this company? That's your effective day zero start. If you don't have these things and you're like, "Oh, I just have an idea for a startup," that's cool, but it's not something you can go and raise money on. It's not something you can go and do anything on. You have to at least go to a stage where you have a plan, where you have a potential co-founding team, where you have a market that you're going to operate on.Bertrand SchmittBy the way, not all businesses are venture-backable or not, and that might be something we come back to. I would say another point is also around, are you still working another job? Are you doing this part-time during your nights and weekends? Or have you resigned from your previous job and moved full-time on this idea? That's always a big question.Bertrand SchmittI would say a lot of people, you wonder if they are serious enough when they have been something for many, many months or years and they are still not full-time on it. They still have their previous job. Day zero for me often come when you have made that real-life decision to stop what you are doing and be really focused on this new venture. What's your take? Do you need to have taken a career break?Nuno Gonçalves PedroI understand what you mean by it. If you aren't about to create a company itself, an entity will come back to structure later on. If you're not really putting any resources at the table that are significant, that for me is the bar. Day zero, you have to put some resources at the table, some cash, your time allocation, about to create that entity or you are creating that entity. I'm not so strong about the full-time or not, but there has to be a significant part of your time focused on this.Nuno Gonçalves PedroTo your point, if you're not just full-time, then if that's been going for a while, if you've been not full-time for a long time, then there's something wrong. Either you think you're doing a venture backable business, but actually nobody's giving you money, or you're not fully in and you're not all hands on the project and people don't recognise that type of focus on the startup. There's something then fundamentally wrong.Nuno Gonçalves PedroIn general, it would be good that people are full-time. In general, it's good that at least the main founder of the firm says, "I am full-time. I am working on this full-time." The other co-founders might not all be full-time, but at least one person, the CEO ideally, would be full-time. As I said, I'm not as specific on that for the day zero definition, but probably would be a good manifestation at least a couple of months in, that the person is full-time.Bertrand SchmittI think because we all might have ideas, we all might try some stuff on the side, look into something. But I just feel that's pre-day zero, and the day zero is more clear mark that something different is happening right now. I think even at this one person that is either full-time or spending an incredible amount of time is a clear necessity. Starting an entity is another one, and starting to have a clear idea about the product on the market.Bertrand SchmittYou might change over time, just to be clear. That is always true. You might decide to pivot three months, six months, 12 months to three years, four years after the fact, that happens. But having a clear starting point helps you clarify things and try to move toward this goal. I think another thing I like to see is a clear timetable. I think in the past, it has helped me when I started businesses to give myself clear timetable.Bertrand SchmittI give myself six months, 12 months, 18 months to reach specific milestones so that I can reassess. I think it's quite critical because you can get lost pretty easily in your ideas and exploring stuff and never-ending quest of digging some market or optimising a product and never launching it. I think having a clear timetable is a very important thing. Probably also starting to get visibility on, are you going to do this alone or are you bringing co-founders for the ride?Nuno Gonçalves PedroWhat is it not? I think if you're at the idea stage, very high level, you haven't done much research in any specific market or product, if you don't have at least this notion that you're going to create an entity and that you're going to create a growing concern, a company, then I don't think it's day zero. This could apply not only to first-time founders, but also to second or third-time founders.Nuno Gonçalves PedroSome people, when they're about to go on their second or third journey, they take some time to look at a bunch of things, talk to people, pick their brains, etc. They're not the day zero of anything. They'll only be at day zero the day they say, "I'm going to do this. Now I'm going to do this. I've decided this is the space I want to act in." There still might be some pieces to flesh out, but that decision of, "This is now going to be my pursuit," is for me, a core characteristic of the day zero.Nuno Gonçalves PedroWe see a lot of people that prepare pitch decks and they're like, "Oh, I'm a first-time founder. I've prepared this pitch deck. This is an idea I have." That's also not day zero. It's like, "Okay, do you have an entity you're about to create? Do you have a clarity? Have you done proper research on the market sizing, or is this just a very high-level pitch deck with some bullet points that you put together because you so fancy?"Nuno Gonçalves PedroTo the final point I would say on what is it and what it's not, not everything is venture-backable. Not everything is tech. Not everything is a company that necessarily scales and is product-led. You could have an idea for a restaurant or you could have an idea for a services company, which by the way, normally are not super mega venture-investable businesses, but the process is still the same. The process of defining what is my market, what is the product I'm going to offer to that market, or what is the service line that I'm going to offer to this market? What am I supplying for? What is the team that's going to be involved in building this up? It's exactly the same. It just happens to happen in a world that may not be a fundamentally tech-enabled product.Bertrand SchmittYeah. One of the big difference would be how much money you need to start the business and you need to keep investing from especially external sources to keep the business growing, that would be a big difference, obviously, between the service business as well as a product business. Now, of course, you can also have product businesses that are not VC-backable or yourself make a decision that you don't want to keep looking for additional external financing during the journey of your business.Bertrand SchmittTypically, one thing I've learnt is that it really depends on your market and industry. If it's extremely fast-moving,...


    46 – Work-life Balance – high intensity jobs, how to get performance right vs the “other stuff”, including your own physical and mental health Oct 03, 2023
    Show notes

    Is work-life balance attainable or is it a “mythical creature”? What can one do to extract top professional performance while not endangering one’s personal life and hers/his/theirs physical and mental health? We will discuss how much is too much, the big axes of “life”, whether work-life balance is possible, differences between geographies and will, as always, share our own “hacks” and key “systems”.Navigation:Intro (01:34)How much is too much? (01:59)The big axis: family (21:35)The other axis: friends, hobbies, spirituality, etc (30:27)Is work-life balance possible? (39:05)Differences between geographies (56:24)Bring it all together (61:57)Conclusion (63:43) Our co-hosts:Bertrand Schmitt, Entrepreneur in Residence at Red River West, co-founder of App Annie / Data.ai, business angel, advisor to startups and VC funds, @bschmittNuno Goncalves Pedro, Investor, Managing Partner, Founder at Chamaeleon, @ngpedroOur show: Tech DECIPHERED brings you the Entrepreneur and Investor views on Big Tech, VC and Start-up news, opinion pieces and research. We decipher their meaning, and add inside knowledge and context. Being nerds, we also discuss the latest gadgets and pop culture news Subscribe To Our Podcast Nuno Goncalves PedroWelcome to Episode 46 of Tech DECIPHERED. In this episode, we will discuss the lifelong exercise of work-life balance and whether it is possible. We will discuss mental health, physical health, how much is too much, whether it's actually possible to attain work-life balance, and as always, we will share some of our own hacks and principles. Bertrand, how much is too much?Bertrand SchmittThat's the question. I'm a serious believer that it depends also of which stage are you in your life. Which period in your life are you? Are you still quite young with a lot of energy? Are you a single parent with kids? I think depending on the stage in life, you won't physically have the same time available to devote to work. That will have an impact on your ability to work and how much you can execute and that can put pressure, obviously, to your capacity to endure.Bertrand SchmittAt the same time, obviously, if you're in your 20s, you should probably have way more time to do a lot, to learn a lot, to try to achieve a lot. You might be able to endure it much more easily than if you were in your 40s, for instance.Nuno Goncalves PedroMaybe we start with a disclaimer. Obviously, all opinions we're going to share today—we're not psychologists, we're not trained psychiatrists, we're not MDs—it's our views and based on experience we've had from managing people, our own lives, interacting with many different players at various different levels of seniority. Hopefully, it is not just anecdotal, but again, we are not trained physicians, MDs, et cetera, so take this obviously with a grain of salt.Nuno Goncalves PedroTo your point, I fully agree. There is a stage of life, and it's a bit more granular, I believe, than that. It might be that once you're joining a specific company, specific organisation at a specific time, you're going very aggressively to fit into the organisation, to understand how everything works, to balance yourself and how you interact with other people and learn a new set of skills. It might be two years in that your role and job might be a bit different if you're more in corporate life.Nuno Goncalves PedroIn startup life, as you know, it doesn't seem to go away, certainly in the first four or five years of the company. Venture capital is also an activity that classically, I think, if done properly, if done with love and with gusto and with passion, it's an activity that is very encompassing. I always make the joke, I don't suffer from ADHD, I enjoy every minute of it, which probably makes sense.Nuno Goncalves PedroI fully agree with you. How much is too much? How do you know? There's the obvious warning signs, and normally the obvious warning signs are actually not internal. We're very poor at taking our own internal signals; sleeping badly and a few other things that we'll come back in a second.Nuno Goncalves PedroPay attention to people around you, in particular people that you respect and that have your best interests at heart. It might be family members, might be friends, it might be colleagues, it might be your boss.Nuno Goncalves PedroIf you have a boss that is thoughtful about your time, listen to them. If they're saying, "It seems that you're not taking enough vacation. It seems like you're not really taking time during the week to do other things. It seems like you have no other hobbies. You seem a bit glum, or a little bit depressed, or a little bit sad," take it to heart. If someone has told you that, always remember they've probably been thinking about it for a long time. For them to tell you this, it's already served something that's been going on. Then meditate on it, think about it, and step a little bit back. The external warning signs for me would be the first way to start.Bertrand SchmittYes, that's a fair point. What you can see from outside typically could be sign of being tired. People can see you are tired, you are barely awake, or you are too stressed out and you might be lashing out at people as a result. There are a lot of signs that others can see that you might not see that are signs that something is going wrong.Nuno Goncalves PedroYes. Then to your point, Bertrand, there are some internal signals. If you're tired, you know you're tired. If you're sighing during the day in the middle of a meeting that should otherwise be hopefully fun… Maybe not all meetings are fun, we know that for a fact. But if you're sighing at the wrong moment of the day, maybe you should get more sleep. It might be a one-off, it might be it happened that week and you're on a business trip and you're just very tired. But take those signals to heart if they start happening very, very repeatedly.Nuno Goncalves PedroSleep deprivation is a big, big thing. Sleeping well, making sure that you align yourself with your own clocks. I know some magical human beings who can sleep 4-5 hours a day. I'm not that person. I need 7-8 hours. Every single time that I'm a long period of time sleeping below 7 hours, I notice it and I can withstand it. I could do a week of 4-5 hours, but immediately I know by the end of the week I'm really, really tired. I've really not been able to create the space for my brain to fully rest, et cetera.Nuno Goncalves PedroAlthough this will depend from person to person, take attention to your sleep. That's the beginning and end of almost everything. If you sleep poorly, we'll share some hacks later on. But maybe it's time to do a sleep study to think through how do you get better sleep, go to bed earlier, eliminate all these inputs from things around you. Again, we'll go back to hacks later. I don't want to dive too much into it right now, but there's definitely a lot of things around it. When we talked about being tired, not sleeping enough, you mentioned being snappy and aggressive.Bertrand SchmittMaybe on the sleeping part, I noticed clearly, at least these days, less than 6 hours in a row, it's definitely not good for me. I know that 7 hours, safe bet, but less than six, definitely danger zone.Bertrand SchmittI always point back people to a study from the US Navy a long time ago. Basically, they were trying to assess how pilots were effective and how much sleep they needed to be effective. In that study, there was a very clear line that 4 hours and a half of sleep was the absolute bare minimum for a human being to basically be able to do his activity in a proper way. I'm always highlighting that to people. Never go there. Never go there because you cannot sustain it and it's proven.Nuno Goncalves PedroWe've had all these experiences probably in college when we were doing all-nighters to study for stuff, et cetera. Your brain isn't quite as capable afterwards. I remember when I was at McKinsey, I think I was relatively beloved as a leader because of that, because I always made a point of making sure that people…Nuno Goncalves PedroWe work very hard, we work very long hours. But working 90-100-hour weeks, the whole banking thing, some of the top-end management consulting when projects are very short or engagements are very short, doesn't work. We all know this for a fact. Your brain isn't as capable. Halfway through the week, your brain isn't as capable the next day. Creating space for people to actually rest and do other things that are not work is vital. It's actually a characteristic of performance. Ninety to 100 hours generates worse performance.Bertrand SchmittYes, you can do so much with just only 80 hours a week.Nuno Goncalves PedroYou're joking, but some people think like that.Bertrand SchmittI'm joking. But I know I had period in my life where I had to be 80 to potentially 90 plus hours a week. I think it can be sustainable over a one month period if you really have no other choice. But my point would be that it better be worth it. I would say a lot of engagements from my perspective don't qualify. It has to be for more important reason, and I think at 80 should probably be the limit.Nuno Goncalves PedroMy extreme, this was back in my days at Deloitte Consulting, I think we pulled… There was one particular project where we were probably three to three months-and-a-half in hardcore 90-100 hours modes-Bertrand SchmittOh wow.Nuno Goncalves Pedro-and that was just very telling. It was telling to me. It was telling about the whole team. There were stupid mistakes happening all the time, issues in the modeling. The project, in the end, went extremely well and it turned into a project that was a little bit calmer after that. This ended up being a one-year project. But those first three to three-and-a-half months just illustrated to me how incompetent we may become once we really don't have sleep, rest, good food,...


    45 – AR/VR/MR – Inflection point or Sci-fi? Aug 29, 2023
    Show notes

    Augmented Reality, VR, XR… what is all this? Shouldn’t we all be using these devices by now? Is Apple going to change everything? Or is it Meta? In this episode, we go in into the arenas of AR, VR and MR, explain what these different technologies are, the developments thus far, whether (or not) we are an inflection point on devices, software, applications and content, as well as on what the (hopefully non sci-fi) future holds.Navigation:Intro (01:34)What is it and how does it work? (02:09)The last (lost?) decade (11:15)The inflection point for devices? (19:10)The inflection point for Software and Applications? Developer is king… (36:47)A non sci-fi future? (49:04)Conclusion (56:09) Our co-hosts:Bertrand Schmitt, Entrepreneur in Residence at Red River West, co-founder of App Annie / Data.ai, business angel, advisor to startups and VC funds, @bschmittNuno Goncalves Pedro, Investor, Managing Partner, Founder at Chamaeleon, @ngpedroOur show: Tech DECIPHERED brings you the Entrepreneur and Investor views on Big Tech, VC and Start-up news, opinion pieces and research. We decipher their meaning, and add inside knowledge and context. Being nerds, we also discuss the latest gadgets and pop culture news Subscribe To Our Podcast IntroBertrand SchmittHello. Welcome to episode 45 of Tech Deciphered. Today, we are going to talk about VR, AR, MR; mixed reality, in the context of the announcement of the Apple Vision Pro, their first spatial computer. Obviously, already talking about VR, AR, MR is old school, we should be talking about spatial computer. Apple has been very careful about not employing the world VR or AR. Maybe let's start about what is all of this and how do they work?Section 1 - What is it and how does it work?Nuno G. PedroLet's start with an easy one, which is extended reality. Extended reality is everything. Extended reality encompasses augmented reality, mixed reality, and virtual reality. When you see XR, that means extended reality. It's the encompassing word for all these forms that we're going to talk about today. Nuno G. PedroAugmented reality is probably the simplest form. It's a view of the real world with some pieces of digital. But normally the definition for augmented reality is it's a non interactive domain. We'll come back to that when we talked about mixed reality. It's you basically seeing things that are on a plane, for example, using your mobile phone, your iPhone, an android device, and looking around you and seeing things that appear that are digital, but they appear in the real world. That would be augmented reality. There's almost no interaction involved, etc, etc. Nuno G. PedroMixed reality brings in the element of interaction. You still see the real world, but you also see these digital objects and these virtual objects and you can interact and make them interact and you can interact with that world. To be very honest with you guys, I'm still an old-school guy. So for me, augmented reality and mixed reality are effectively the same. Nuno G. PedroI think at some point, someone decided to do this distinction, maybe because of the devices that are linked to it and to really separate in particular what was happening in mobile augmented reality, what was happening with mobile phones. But ultimately, for me, they're very similar. Obviously, for me they're almost indistinguishable anyway. The people out there, that like distinguishing them, that's the difference between AR and MR; mixed reality. Nuno G. PedroFinally, there's virtual reality, which is a fully immersive virtual world experience, the one that normally uses things like in the past look like helmets, things that basically take over most of your head because you want to be fully immersed. It can't be just full, a simple goggle experience. It needs to be a more immersive experience. That's basically what defines virtual reality or VR. Nuno G. PedroAgain, XR; extended reality, AR and MR, very similar. The distinguishable pieces, they're both using real-world and virtual-world elements. What normally makes the distinction between AR and MR is that MR is more interactive, AR is more static type of experiences. Finally, you have virtual reality VR, which is the fully immersive piece. Bertrand SchmittYes, Nuno. I think I'm a bit with you, I'm a bit old school in term of AR versus MR versus XR. I certainly make a big difference with Zeus and virtual reality in the context of for me virtuality is you don't see the rest of the world, you don't interact with it, you don't care, you are fully immersed. That for me is clear and I will say everything else is probably packed together in my mind. Bertrand SchmittI think it might have come originally from, as you say, some devices that were able to do just very basic AR, adding some stuff on your regular glasses and that was it. But I guess pretty early on people realized there was not a lot of use for that. On top of this, a few distinctions we can make between a lot of these devices. Some of them require a PC to work or sometimes a smartphone and some others are fully independent, wireless typically as well and basically don't require anything else to work. Bertrand SchmittObviously, that create typically some issues because a PC can be made very powerful if we want. But if you have to wear this device on your head and it includes CPU, GPU and the like, it won't have the same ability in term of graphics. I guess you can argue that's where Apple's magic to reuse the CPU and the Vision Pro might make a difference. Bertrand SchmittBut typically, there is a big difference in terms of computing power in all this independent headset and that has been well exemplified. We'll talk more about it with the Quest from Facebook that has cute graphics but definitely not too advanced graphics. Nuno G. PedroBefore we move further into this realm of AR, VR, MR, XR, etc. Maybe just a quick reminder, why does it matter? It matters because this is part of the domain of input and output. The domain of input and output, some people might have heard of it as I/O. Many will know because of Windows errors, right? Nuno G. PedroI remember there were I/O device errors all the time on Windows in the good old days that we would see in those beautiful green screens and before that on DOS and all that stuff. I/O is, as the name indicates, input and output. Output is what you see. So it's like your screen, it's a manifestation, it could be your goggles. It's something that you see basically that you are observing. It's an output of what's happening. Nuno G. PedroA printer is also output because it prints, there's something coming out of it that then you can actually observe or take a look at or do whatever you want with it. That's the output side and then the input side are things like your keyboard, like your mouse, like a trackpad, etc. The reason why AR, VR mixed reality matter dramatically is that they are leading or they will eventually lead when they have a lot of adoption. They will lead to a fundamental shift on how input and output is done. Nuno G. PedroInput and output today is done on the move. In particular, it's done through your smartphone. The input is done on the screen of your smartphone, it's done through voice, it's done through other mechanisms and then the output is what shows on your screen and a variety of other things that you can link to that screen. Nuno G. PedroThe limitation today is you have these devices that sometimes look maybe way too big, but the limitation is still on the device. Actually, if you look, for example, at battery consumption on smartphones today, most of that battery consumption is on the screen, on the screen usage. So wouldn't it be wonderful if we didn't have that limitation defined like that? Nuno G. PedroWouldn't it be wonderful if people like myself and others that basically use glasses so Bertom myself, for example, would fit into that, could do something with our glasses that is not just see through them so that we see better the world, but could we add other things to it? Could the output be more interesting? Nuno G. PedroThe reason why this fundamentally is important is if AR, VR, mixed reality takes off and before we talk about it taking off in terms of content, it needs to take off in terms of devices. If those devices take off, the world changes. The way we interact changes as it did when smartphones took off. That's why this is interesting, that's why this is super exciting. Bertrand SchmittYeah, the world changes or we create a new world, a separate world. Some will call it the metaverse. Going back in a way to input output, in term of devices, we talk about the difference where you have independent device headset or you need a PC. There is also the big question of outside-in tracking or not. Outside-in tracking means like you track it from the outside world. Bertrand SchmittTypically early on, as it was used, there were base stations that were required in order to find where you are in the virtual world in your room, trying to position you in the virtual world and step by step, starting with the Oculus Quest, I guess, to have the first inside out tracking. So tracking done from your headset itself, so your headset having its own cameras and from these cameras trying to create a picture of the world and a position in that world. Bertrand SchmittSo that has been the approach used by basically most independent from the PC headsets and the Apple Vision Pro will be also an example of that. So the benefit of this approach, obviously, is that you don't need to set up your room. Having done that, I must say it's a hassle. When you have to start installing stuff either on your desk or in your room, you start to run wires, you have to have additional stuff you probably already kill how it's going to spread as a device, pretty big time. The more cables and stuff you need. Nuno G. PedroYes....


    44 – AI – 2 of 2 Jul 19, 2023
    Show notes

    Final episode on AI and generative AI, including start-up and VC landscape, regulatory & privacy environment and what does the future hold, with answers to such important questions as, can AI kill us? (spoiler alert: yes, it can). Navigation: Intro (01:33) Start-up and VC Landscape (02:13) Open-Source (08:31) Regulatory & Privacy Environment (14:31) The Future (21:18) Conclusion (31:17) Our co-hosts: Bertrand Schmitt, Entrepreneur in Residence at Red River West, co-founder of App Annie / Data.ai, business angel, advisor to startups and VC funds, @bschmitt Nuno Goncalves Pedro, Investor, Managing Partner, Founder at Chamaeleon, @ngpedro Our show: Tech DECIPHERED brings you the Entrepreneur and Investor views on Big Tech, VC and Start-up news, opinion pieces and research. We decipher their meaning, and add inside knowledge and context. Being nerds, we also discuss the latest gadgets and pop culture news Subscribe To Our Podcast Intro (01:34) -- Introduction -- Nuno Welcome to Episode 44 of Tech DECIPHERED. This is our second and last episode on Artificial Intelligence and generative AI. Nuno In the last episode, we introduced AI. We talked about what's happening around generative AI as well as verticals and what the big guys are doing. In this episode, we will go further into what's happening in the startup and venture capital landscape, the open source landscape, the regulatory and privacy environment, and we'll end by talking about whether AI will save all our lives and save the world, or whether it will kill us all. -- Start-up and VC Landscape -- Nuno Maybe moving to startups, obviously, there's been a lot of funding into companies that are now at the forefront of some of these big shifts. We talked about stability AI that had raised over 100 million from players like Lightspeed and others. KOTO, I believe as well, that are responsible for stable diffusion. We've seen in the past very well funded startups in the AI space not necessarily then scaling or doing very well. But at the end of the day, there's definitely been a lot of funding. What is the current crux of the matter if you're a venture capital firm and you're looking at this landscape? Nuno The crux of the matter is noise. You see all these, "Okay, I'm chat GPT for something, or I'm an app that's going to run on top of existing platforms using generative AI." Nuno Generative AI is the new blockchain. It's a new Web3. It used to be in all pitches two or three years back, Web3, tokenization, token economics, et cetera. Now everyone's like, "It has generative AI." My, again, relatively simplistic view of looking at this is I think of it as an app economy. In the same way that we had the launch of the app store in 2008 and we had mobile apps, initially everyone said, "Oh, that's not an app economy. This thing is never going to amount to an economy." It did. We now know that mobile first and mobile app is an economy. We have two proofs of that in this podcast. Nuno It is also true that I believe what we're seeing right now is a similar thing to an app economy. This doesn't mean that we're not going to have some significant revolutions around AI and new platforms emerging that everything is going to be based on. I think we will have that as well. Nuno But at the same time, when we start seeing people saying, I'm going to use the tools and platforms that exist today to do an application specifically around this, which will be really cool and will take productivity to the next level, most of these will fail, like most apps failed. Some will potentially win. Nuno The notion of generative AI first is how I look at it, is for me a bit analogous to app economy like we saw with mobile. Some will rise to the top, very few. Most will fail dramatically. There will be a tons of noise. For us as investors, as venture capitalists, the complexity is to understand how can I reduce the noise level? How can I look at companies that are real and not fraud and not BS? Within the companies that are real, which companies are of a high likelihood of having a shot at this? Are they creating a new market or tapping into an existing market that they can corner? Nuno I think that's the real dilemma of VCs right now. I've seen a lot of VCs that have never talked about AI before now talking about AI. I think it's a bit facetious and a little bit maybe intellectually dishonest at this stage. It's becoming the new thing everyone needs to jump into AI. I feel there's an app economy coming. You can invest in some of these companies to the next level and really build behind that. Nuno Then second part of our thesis, certainly at Chameleon, is very much that AI is going to be in everything. There's a lot of companies that we invested in that were not generative AI companies even. They were actually using deep learning methodologies and techniques to do their business, but they were not actually generative AI companies. For them, it's a feature extension. Having a generative AI proposition to their product line makes sense. Nuno It's not like a new thing. It just makes sense to actually amplify their feature set by having a generative AI play that they can now use to cross sell or upsell on their current and new clients. Bertrand Schmitt Yes, it's clear that as an investor or course, as an entrepreneur, you really have to question where do you want to position yourself in that range of possibilities? You clearly see the biggest tech companies in the world investing like crazy in AI. In some ways that's scary. Usually you want to invest in space where the cannot invest for some reason or where they are not investing or they are not focused here. Ai for sure, they are investing. Bertrand Schmitt Two, you can see some incredibly well funded startups as well, from Open AI to Anthropic. It's a tough space to be a pure AI player today. Then you can think about investing in infrastructure, and we can see a lot of interesting companies in the infrastructure space from Hugging Face, for instance. Bertrand Schmitt There is a space there as usual. There is also, as you said, the question of startups who are just going to do better what they do, thanks to AI, as they will increase their efficiency, as they will be able to propose new features that will make the product more attractive. One question will be, are there opportunities for startups to disrupt existing software? The same way that Saas had disrupted traditional software license, traditional CapEx software, then mobile has disrupted traditional computer software. Bertrand Schmitt Is there a way to disrupt some existing space, thanks to AI, I think that would be the question for new version of what we do today, but in a more efficient way, or is it just an opportunity for the existing player to just do better? They have some advantage because they already have customer data, obviously. As an investor, that would be a big question. Do you want startups with AI in your name, or do you want startups that are just focused on the value proposition that finally we can really do better or solve or do at a more cost efficient way? Nuno Maybe four or five years down the road, there won't be any distinction. AI will be literally everywhere. It's more of, are you an AI first company or not? Are you actually creating a platform or infrastructure on the AI or are you creating an app around the AI? It will be more of a stacked discussion rather than are you using artificial intelligence? Everyone will be using artificial intelligence, I have no doubt. Bertrand Schmitt In a similar way, everyone had to go to mobile. It's pretty rare that you don't have a mobile offering. The same way that actually you don't talk about the fact that you have a database running your system. At some point, it was a new thing, having a database, a relational database. Now it's obvious everyone has one. It's not a differentiating factor. Bertrand Schmitt If you remember 20 years ago, the other new stuff was to have a website. I think some of this, over time, you either adapt or die. For sure, some new entrants will try to try to take advantage of this to position themselves against existing players that are slow to move. Nuno Well, we're getting back to the... I have to give a mea culpa here, and the definition of AI is like electricity is going to be everywhere, or it will be like electricity, and I used to opine that it was a non nuanced definition, but I have to now say I probably agree with him. It will be effectively like electricity at some point, or different degrees of electricity distributed in different ways. -- Open-Source -- Nuno Let's talk a little bit about open source, the real open source. We have incredible movements around open source. We see players like Google being a little bit concerned about this. Is there a fundamental moat or not? Is there? Bertrand Schmitt I think there was this fantastic article that looks like it was a leak from someone at Google. The title was Google, we have no moat and neither open AI. Acknowledging that potentially all this talk about you need to have a mass, a huge quantity of data in order to train an AI, you need a huge quantity of capital in order to build advanced AI might actually be wrong. Bertrand Schmitt That's a very interesting take because today that's one of the biggest question. At least if you look at the chat, will proprietary models win from Open AI, from Anthropic, from Google, or will open source models win? That's a very big question because it will drive very different, fundamental cost situation, but also monopolistic behaviour. Bertrand Schmitt One interesting reference point is image. Generative AI for image in 12 months, from open AI being transformational, leading a new wave, to actually stable diffusion taking over and replacing it and being the leading solution, except that stable diffusion is open source....


    43 – AI – 1 of 2 Jul 13, 2023
    Show notes

    The truth about Artificial Intelligence and Generative AI. This is the first of two episodes on AI. Navigation: Intro (01:33) What is AI and AGI? Why now? (02:07) Setting the Record Straight (08:55) Verticals (20:30) Other AIs (28:48) The Big Guys (31:20) Conclusion (38:38) Our co-hosts: Bertrand Schmitt, Entrepreneur in Residence at Red River West, co-founder of App Annie / Data.ai, business angel, advisor to startups and VC funds, @bschmitt Nuno Goncalves Pedro, Investor, Managing Partner, Founder at Chamaeleon, @ngpedro Our show: Tech DECIPHERED brings you the Entrepreneur and Investor views on Big Tech, VC and Start-up news, opinion pieces and research. We decipher their meaning, and add inside knowledge and context. Being nerds, we also discuss the latest gadgets and pop culture news Subscribe To Our Podcast Intro (01:34) Bertrand Schmitt Welcome to Tech DECIPHERED Episode 43. This would be the first of a series of two episodes on AI, AGI, generative AI. A lot has been happening in the past six months and we felt it was a great time where not everything is clear yet. The fog of war is still intense. There is probably a little bit more visibility into where things are going. It would be with pleasure that we'll talk about this deeply fascinating topic and for sure one of the topics most discussed today in tech. What is AI? What is AGI? Why now? (02:07) Bertrand Schmitt Nuno, maybe we should start with trying to define what is AI, what is AGI, what is generative AI? Nuno G. Pedro Easy task. AI is what is in the name. It's artificial intelligence. It's typically seen as a branch of computer science that is looking at creating mechanisms within machines that, in some ways, are similar to human intelligence or practically speaking, would refer to human intellect. Nuno G. Pedro Now, as we know, machines can't think. That's still true today. So they do this through very complex mathematical models that get implemented normally through software and hardware combinations. Then within artificial intelligence there are different fields of artificial intelligence. Nuno G. Pedro In the good old days, people used to talk about weak AI versus strong AI, which is more general intelligence, where weak AI is normally more focused within a specific field of solution set. General AI and strong AI will eventually become our overlord and think better than us. Nowadays you will hear a lot of different things around artificial intelligence. You'll hear machine learning, you'll hear deep learning, you'll hear about natural language processing, computer vision, et cetera. Nuno G. Pedro All of these fields are fields of artificial intelligence that intend to emulate what we as human beings do. So computer vision basically would look at the automatic analysis of things that get processed through vision. Could be video, could be pictures. Nuno G. Pedro Natural language processing is looking at the interaction of machines and computers with natural languages and human languages, the language that we have. Deep learning, I would allege, is a subfield of machine learning. There's still a huge argument on that or whether deep learning is a different field or not. Nuno G. Pedro I normally see it as a subfield of machine learning where deep learning normally uses things like neural networks—we'll talk about neural networks later on—which are trying to emulate how our brain structures thinking effectively. In a nutshell, AI is a field of computer science. It's an evolution of computer science. Machines can't think for themselves, so they do this through very complex algorithms and techniques that normally use a lot of mathematics and quite a bit of data. Nuno G. Pedro Although we'll also have a discussion today on how much data do you really need. Are we past the times where you need massive amounts of data or not? In some cases, these techniques and algorithms also need to be trained. There needs to be some sort of training mechanism, potentially even human in the loop, basically telling the machine, whether it's classifying things appropriately or not. Nuno G. Pedro For example, in computer vision, is this really a monkey or not really a monkey, if you're trying to classify a monkey would be an example of that. But again, that's in generic terms what artificial intelligence is. Bertrand Schmitt Yes, and to build on what you just said, interestingly enough, the field of AI started probably at the same time as computer science per se started so in the 1940s. It's a space that's been alive, I can't say well all the time, but definitely alive and ticking for decades. Interestingly enough, it has probably been a field that started, I don't want to say too early, but definitely more early than we had the computing power to achieve what we were dreaming. Bertrand Schmitt That has probably created a lot of AI winters. If you talk to people experience in that field for the past decades, they have known some boom and some incredibly long period of bust, 10 years, 15 years where no one would want to invest in anything called remotely AI given some past experience of promising a lot and under delivering. Bertrand Schmitt I think things changed around 10 years ago with the advent of the latest GPUs from Nvidia, with the advent of new coding paradigms like CUDA from Nvidia as well, that let harness the power of GPU for this type of task much more easily, and obviously some new techniques in deep learning that let you train better and at more scale. Bertrand Schmitt Of course the availability and advantage of digital data at scale because since the 2010s we have the internet, we have books, we have content, we have audio, we have video, we have photos, we have everything online. Suddenly accessing data that you can use to train at scale model became finally much easier than it used to be, so a big dramatic change. What we are probably mostly going to talk about today as routes 50, 70 years ago, but really was enabled in the past 10 years. Nuno G. Pedro To be clear and just picking up on what you said, these have mathematical roots in things that have been around for many decades. Neural networks are not new. We're now talking about convolutional neural network CNNs, recursive RNNs, adversarial. Nuno G. Pedro We're going to talk about transformers. Transformers is probably something more recent. It's an adaptation which actually is credited with Google, which is funny because it's deeply used by OpenAI, but Google were the guys who came up with it. But in general, if we look at the field, it's been around for a long time. The mathematical basis of the algorithms and techniques that we use in AI today have been around for decades. Nuno G. Pedro To your point, what has fundamentally changed? If I had to synthesise it and summarise it computational power, obviously with the advent of GPUs now there's even ASICs so there are specific semiconductors that are very, very focused on the process saving of certain techniques of AI. Computational power has definitely changed. Availability of data at scale and the ability to process that data at scale and access data pipes has obviously changed a lot. Nuno G. Pedro I would say networks have changed as well. Latencies have come down, so if you want to process stuff in the cloud or even in your own processing power, in your own device, that has obviously simplified the whole story of it. Nuno G. Pedro In some ways, it's brute force. If we think about it, it's like a lot of data, a lot of compute, and it's brute force. Now we get AI. I think this is an important point because this will come back to why our AI agents or our AI overlords will not kill us immediately because it's still brute force. They're not really intelligent, they're just doing stuff. We'll come back to AGI, to general intelligence later on, but let's leave that positive note for now. They're hopefully not going to kill us anytime soon. Bertrand Schmitt Brute force is a good point because ultimately a lot of researchers argue that we are still very, very early. In many ways, if you look at the way human baby animals are able to do stuff that AI still cannot do today, they always point to the fact that we can learn much faster with much less data, in some ways. At least, that's one way to look at it about the world around us, the current way we train this machine. Bertrand Schmitt In a way, it is definitely a different type of intelligence we are building today with what we call AI. It's not human level intelligence and it's not trained the way you would train a human being. It's very different based. That's something to always keep in mind when you talk about AI. Setting the Record Straight (08:55) Nuno G. Pedro What about Generative AI? We've all been listening to it. I'll open the hostilities and then you can tell us the real truth about generative AI. I'll open the hostilities by saying that in my opinion, generative AI is not generative at all. It's a very poor choice of words that someone at some point made on what generative means. I think it means generative within the context of the neural networks that it's running on. Nuno G. Pedro But it's not really generative. It's more of an aggregation of things. It's something that comes after something else that makes sense for that thing to comes after something else. That is true of images, it's true of text, it's true of a variety of other things. Sadly, that's what even GPT stands for, Generative Pretrained Transformers. That's a cool name. Nuno G. Pedro I think that's the first thing I would like to debunk. Generative is not generative at all. These things are not creating things. We'll come back to that later on, regulation and a bunch of other IP issues. But what is Generative AI, Bertrand, as we see it today? Bertrand Schmitt Yeah, that's a good point. I think it always go back to how do you train these models....


    42 – The Evolution of Venture Capital – 2 of 2 Apr 26, 2023
    Show notes

    In this episode, we deep dive into the process of Venture Capital - how does it actually all work? - and what the future of VC holds. The end of our 2 part episode on the Evolution of Venture Capital. Navigation: Intro (01:33) Section 1: The Process of VC (01:59) Section 2: Stats on VC (19:03) Section 3: The Future of VC (27:31) Conclusion (38:40) Our co-hosts: Bertrand Schmitt, Entrepreneur in Residence at Red River West, co-founder of App Annie / Data.ai, business angel, advisor to startups and VC funds, @bschmitt Nuno Goncalves Pedro, Investor, Managing Partner, Founder at Chamaeleon, @ngpedro Our show: Tech DECIPHERED brings you the Entrepreneur and Investor views on Big Tech, VC and Start-up news, opinion pieces and research. We decipher their meaning, and add inside knowledge and context. Being nerds, we also discuss the latest gadgets and pop culture news Subscribe To Our Podcast Intro (01:34) Bertrand Welcome to Tech DECIPHERED episode 42. After our first episode, episode 41, sharing the history of venture capital as well as the business of VC, and we are starting episode 42 with the process of VC, as well as some statistics around VC and we will finish with the future of venture capital. Nuno, good to see you again. Section 1: The Process of VC - (01:59) Nuno Nice to see you, and let's start with the process of venture capital. At its essence, the process of venture capital is we're funnel managers. We're not just fund managers, we're funnel managers. We manage a funnel. It's about how healthy that funnel is that a fund can return a lot of capital or not. Nuno So it's all about really two extreme positions in the funnel, the beginning of the end being deal sourcing, the quality of the deals you see in the market and the market is essentially—we'll come back to that later—has been very inbound driven. It's about people that come to you. That's why you needed to create a brand, people need to know that you existed, et cetera. I suggest that's about to change and that's we'll talk about in the future of venture capital. Nuno But it's about the quality of the deal flow that you have, your proprietary networks, your access to key entrepreneurs that bring you other entrepreneurs, your access to scouts, your access to the market and the quality of those deals. Nuno And then at the other extreme is selling the asset at the right time. And really normally you sell an asset either because the company is bought by someone else, or the company IPOs, and at some point you can sell it as public equity or the company fails miserably. Nuno I think in the last few years it's very obvious there is maybe a fourth mechanism for you to exit, which is secondary. Someone wants to buy your participation in that company and you can sell it to that other entity, be it an investor, be it a company, be it someone else. But maybe minority sale or selling just your stock rather than anything else. Nuno Also important to highlight in the business of venture capital, venture capital firms are minority shareholders. They're not majority shareholders, they're minority shareholders. They're just protected by special provisions because when they buy into the company, they buy into preferred shares. Their shares are paid higher than they should be, but then they get special rights. And then if that VC gets someone on the board, the board member also gets special rights in terms of approval, minority protections, et cetera. Nuno So it's not that VCs are dumbasses or stupid and they only want to have minority protection, no, we don't run your businesses, we don't want to own it. But we do want to have protections on your businesses to make sure that we are well represented, either because we're on the board or because we're a lead investor or we're a significant investor in the company. Nuno Two pieces of the funnel are top-end deal sourcing, top of funnel, bottom end of the funnel, end of the funnel, you liquidate the asset in some way or the other. There is a loss ratio. Companies will fail. This is high risk. Loss ratios vary a lot, the industry seems to have different mechanisms to figure out what the loss ratio is. Nuno Some people a loss ratio is below 1X, so you get cents on the dollar on a company is already a loss. Some say would be 50, 60, 70% of a portfolio, others would say maybe a little bit less. In this day and age, you can always get some money back. So maybe the loss ratio is a little bit lower than that. Nuno You will hear a lot about power law, that most of your returns will come from 2 or 3 companies in a portfolio that might be 25 to 35. There's this magic number of 20 to 30 companies per fund, which seems to be around. It has to do also with a number of partners and the positions you're in. It could vary a bit more. Obviously, if you're an incubator and accelerator, you will do hundreds of companies. But if you're like a classic VC firm, you might do 20, 30, 25 to 35 and all of that. Nuno But just to go back to the funnel, these two elements of top of funnel and bottom of a funnel are the essential ones. And then there's one, that I would add as a corollary, is you need to get into the deal. You can do due diligence or not, you can do whatever, but you need to get in the deal. That's pretty critical as well. So you can identify the company, but if you don't get into the deal, well, great, you identify the company and then what? Bertrand You spend a lot of manpower to work and the thing happened, that's not good. Nuno And getting it to the deal is more art and science. You need to be well known, you need to have a reputation, people need to want to give you an allocation, even if you're not the lead investor, even if they want to go with someone else to be the lead investment in that round. So getting into the deal is pretty critical here. The two extremes of liquidation and deal sourcing, which in the middle the dealmaking piece, that creates that added value. Bertrand Yeah, and as you say also, it's definitely a poor law at work. Some investments are going to generate outsized return, I mean, you could argue that the very definition of being a VC is outsized return on a few investment. The model for most funds of having a fund returner, I mean, one investment might return the whole fund, if not more. And then you have others that are bringing back 5X, 3X, and then you have quite a few 1X and ultimately you have the one who don't return anything. Bertrand Another term that I've seen used is a J-curve, where you talk about from deal sourcing to liquidation, that's what happened. You have to start investing money from your fund and usually you have your first four years of investment that are focused on investing in new companies, and the remaining of the term of the fund, as you said, a total of 12 years. So the rest of the duration of the fund is around, potentially some follow-on investment, but also quite a bit of exits, hopefully. And that's where the J-curve come back. Initially, you decrease the amount you have in your fund and step by step you get it back through the exit. Nuno Exactly. You can recycle capital and do a variety of things without necessarily always calling capital from your limited partners. Bertrand Potentially, yes. Nuno The funnel, just to be very clear, this is at least my taxonomy, is about deal sourcing screening. Deal sourcing is really sourcing deals, and screening is really that first conversation that you would have with the company. Then there's a piece around analysis which might be relatively high level and then the deep dive more into hardcore due diligence, data room analysis, looking at a bunch of data, doing outside analysis. Nuno If the VC firms normally, if they're hopefully any good, they will do their own analysis. For example, on market, they won't just trust your numbers on market sizing. Then there's dealmaking, negotiation, getting the deal, putting a term sheet in front of someone or getting into a term sheet that's already been signed, getting to an agreement, managing the lawyers as we we're talking before, then portfolio impact and management. Nuno So we've already invested in a company, now we need to create impact for our portfolio, help them manage it, be on boards, the ones that we got board seats or board observer rights and really create value to the company through our own selves, through our teams, through our institutional value and the operations that we've created in-house—we'll talk about that in a second—and then finally liquidate. Nuno So again, the two edges are sourcing and liquidation, but at the end you need to liquidate. The company needs to go somewhere. It's either it's gone or it's rebought by its partners or it's sold to someone for a lot of money or not a lot of money or IPOs, et cetera, that's the end of the funnel. Well, that's basically what we manage. Nuno This funnel is a complex funnel because if you look at it, it requires a lot of different skills, a lot of different elements of skills for you to be really good at. The skills that it takes to negotiate a deal are not the same skills that it takes to assess whether a market is amazing for a specific company or the skills that it takes to assess whether the team is exceptional and is gritty and can take it to the next level. All of these skills are super different. I always call it, it's the ultimate generalist activity that you have a huge unfair advantage if you have some deep spikes where you're really good at. Bertrand Yes, it's a complex process. I'm not sure if we have time to go deeper in every one of these steps. But for instance, deal sourcing that has been a lot of change, as you say, from an old boy network, proprietary network, to applying data science at scale and finding companies automatically with automated scraping databases, API access and filtering these machine learning,...


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