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Invest Like the Best · · 46 分钟

Jay Hoag - 成功增长投资的关键 - [Invest Like the Best, EP.429]

Patrick O'ShaughnessyJay Hoag

播客
TL;DR
  • 消费互联网是逆向投资机会。 资本涌向 SaaS 和 AI 之际,超过50亿智能手机用户仍深度参与游戏、音乐、娱乐和媒体。Hoag 把投资者比作「7岁小孩踢足球」——所有人都追着球跑——但他「很难相信」未来10年或20年不会诞生新的消费互联网企业。

  • 商业化比发明本身更重要。 技术专家5到7年前就说自动驾驶已经准备就绪,但如今它似乎才逐渐接近落地;AR 和 VR 仍在寻找商业化路径。Hoag 的判断标准是「技术的适用性,而不只是技术的可获得性」:投资者需要的是变现模式、护城河和持久的特许经营权,而不是「当下最热门的工具」。

  • 增长投资处于一个有价值的中间地带:技术风险解除后介入,评估市场采用率并帮助企业扩张。TCV 约一半的被投企业在入场时已经盈利;回报引擎是营收持续复合增长加上高增量利润率,同时保持低杠杆,并希望将本金损失风险控制在较低水平。

  • Hoag 怀疑最优秀的公司是否应该无限期留在私有市场。公开市场带来纪律、公开市场货币以及持续的员工流动性;与此同时,数十亿美元以高估值投入私募市场,也引出了一个问题:资本最终依赖的究竟是健全的私募流动性市场,还是未来的 IPO 市场,尤其当估值已经「超过合理收购的规模」。

  • TCV 的投资漏斗如今覆盖约1100万家被跟踪的科技公司,最终每年只完成6到10笔投资。AI 辅助的数据系统跟踪员工增长、应用下载量和产品使用情况;各行业团队在投资前很久就开始培育企业关系,但每笔交易仍须由3人投资委员会一致批准。

  • 长期赢家都要穿越一片荒漠。 2001年,Netflix 找不到「一家股权融资机构。零家。」TCV 因此在公司盈利前提供重组融资;Netflix 随后于2002年上市,并横盘交易了约6年。在节目所指的时间点,其市值为4800亿美元,而 TCV 在 IPO 时曾持有43%;这既是复利的生动案例,也说明基金存续期存在不可回避的边界。

  • Hoag 担心部分2020—2021年的资本可能是「失灵资本」,因为 AI 热潮已经到来,但那段时期的低质量投资尚未迎来清算。他因此给新管理人的建议格外克制:只有热爱这份工作才启动基金;慢慢招募卓越人才;找到尚未被充分开发的细分领域;以及「不要随大流」。

摘要 · 为研究而整理的核心内容

1. 资本涌向 AI,消费互联网被边缘化

  • 投资43年后,Hoag 发现,宏观因素如今已无法回避:监管、关税和全球贸易几乎从未进入过去的科技投资词典。他提醒,人们谈论这些力量时往往「语气极其权威」,但其实知之甚少——包括他自己。

  • Patrick 提到,一位消费领域创始人很难找到强大且专注于消费的投资者。Hoag 不认同消费互联网的空白已经被填满:超过50亿智能手机用户仍高度活跃于游戏、音乐、娱乐和其他媒体,这为新品牌和新平台留下了空间,尽管突破「虚拟货架空间」依然困难。

  • 资本撤离消费互联网,与其说是判断,不如说是资本周期的条件反射。Hoag 说,「资金追逐动量」,投资者就像「7岁小孩踢足球」:SaaS 和 AI 更耀眼,于是所有人都朝它们跑去,私募消费机会则得到的关注越来越少。

  • Hoag 将技术可获得性与技术适用性区分开来。技术专家5到7年前就说自动驾驶已经准备就绪,但如今它似乎才逐渐接近落地;AR 和 VR 仍在等待大规模商业化。投资者必须证明变现能力、护城河和持久性,而不是对一项令人印象深刻的工具击节赞叹。

2. 技术风险解除后,增长投资开始兑现回报

  • 成功的早期投资可以带来50到100倍回报,甚至收回整只基金,但 Hoag 认为30%—50%的亏损率可能是这一策略的固有特征。大型私募股权通常投资于规模更大、增长更慢的企业,更依赖杠杆、成本削减或行业整合;在利率下降持续了10到15年的时期,这些方法获得了显著顺风。

  • 增长投资处于两者之间:产品已经有效,客户已经在使用,因此 TCV 评估的是市场采用率。TCV 约一半的被投企业在投资时已经盈利;快速营收增长和高增量经营利润率可以让利润增速远高于收入增速,同时几乎不需要杠杆。

  • 市场规模已经发生根本变化。1994年,整个风险投资行业募资40亿美元;同期纳斯达克从751点涨至超过17,000点,约为23倍。但 Hoag 仍认为,科技 IPO 连续第4年低迷令人费解;即便是历史上表现平平的年份,美国科技公司 IPO 数量也有50或60家。

  • Hoag 仍然「老派」:大多数伟大公司最终都会受益于公开市场纪律、公开市场货币以及员工可以完全变现的股票。Stripe 等公司的私募要约可以提供选择性流动性,但数十亿美元以高到难以理性收购的估值投入私募市场,仍然留下一个问题:最终提供回报的会是私募流动性市场,还是复苏的 IPO 市场。

  • TCV 并非简单地二选一:它会在被投企业 IPO 后继续持有最优质的私募投资,可能先取出1倍本金;当市场错位创造出有吸引力的价值时,也会像评估私有公司一样选择性地投资公开市场。Hoag 以 TCV 2011年参与 Netflix PIPE 为例。

3. 从约1100万家公司筛到6至10笔一致通过的投资

  • TCV 的项目来源机制从电话陌生拜访和「成群的投资经理」演变成一个数据智能系统。约12年前,一名投资经理提出了这一思路。AI 被用于分析员工增长、应用下载量、产品使用信号及其他指标,覆盖 Hoag 估计的约1100万家科技公司,帮助人类确定优先级,而不必雇用1000名投资经理搜遍全球。

  • 4个主要行业团队——消费、应用软件、基础设施软件和欧洲——至少每周开会,同时还有全球项目管线会议。目标是远早于投资建立关系,今天开始跟进可能在6到12个月后变得可投资的机会,或者布局2026年的投资。

  • 增长基金和速度基金通常每年只会完成6到10笔投资。在一只基金通常持有20到25家公司的情况下,TCV 寻找的是「这个品类里的那一家」,而不是两三个相互竞争的下注标的;因此,大量接近成功但最终落选的项目,应该转化为明确的否决。

  • 最终委员会由3人组成,必须一致通过。Hoag 认为自己在委员会中相对更激进,但他将这一点与承担未经验证的风险区分开来。非共识且正确往往是超额回报的所在;卓越公司能够穿越各种环境成长,一些订阅制企业的客户流失率甚至看不出衰退期变化,因此偶尔值得支付溢价估值。

4. 最优秀的特许经营企业会穿越幻灭荒漠

  • 科技投资者一再高估短期、低估长期。Hoag 认为,每一家伟大的公司都会进入「幻灭荒漠」:Apple 在2000年曾被认为已经无可救药,Microsoft 则在其中徘徊了10多年,之后两家公司市值都达到约3万亿美元。

  • Netflix 成立于1998年,最初受益于 DVD 适合邮寄,而 VHS 磁带不适合。但租出并收回一张光盘的经济模型并不理想;订阅模式打开了盈利空间。公司在2000年提交上市申请,却撞上市场崩盘,股价两次下跌60%。

  • 2001年,Reed Hastings 在市场上寻找融资,却发现「没有一家股权融资机构。零家。」TCV 主导了重组融资,帮助 Netflix 熬到盈利并实现自由现金流转正;公司于2002年上市,随后一度走低,并在市场质疑 TCV 为何继续持有的背景下横盘约6年。

  • Patrick 问道,当少数几家公司贡献几乎全部收益时,基金结构是否本身就存在问题。节目所指的时间点,Netflix 市值为4800亿美元,而 TCV 在 IPO 时曾持有43%;Hoag 接受现有的合同型基金结构:事后看一切都很清楚,而现有结构「本来就很好」。

5. 持久的机构需要卓越人才与制度上的谦逊

  • TCV 始于 Hoag 和 Rick Kimball 在1994年辞职创业;首只基金规模为1亿美元,最近一只基金为30亿美元。Hoag 将机构能够持续归因于穿越危机的韧性、避免重复犯错,以及押注科技、增长和耐心持有——同时也承认,押中最大赢家同样需要运气。他把投资定义为击球率生意:即便 Steph Curry 的三分命中率也只有42.5%,投资者需要超过50%,却不可能期待完美。

  • 人才标准来自 Reed Hastings 所说的「令人惊叹的同事」。Hoag 认为,伟大的投资者或工程师并不只是强30%—40%,而是强出一个数量级;TCV 也从反面学到了这一点——机构曾有过扩张过快的时期,也投过一些至今仍无法从事后解释的项目。

  • Hoag 担心部分规模巨大的2020—2021年资本可能是「失灵资本」:那段时期的许多投资尚未迎来清算,投资者却已经转向追逐 AI。互联网泡沫后,风险投资回报下滑了,但自负没有消退——「成功有很多父亲,失败是个孤儿」——因此他希望行业表现出更多谦逊。

  • 继任安排清晰明确:比 Hoag 年轻20岁的 John Doran 负责日常运营,Hoag 仍然积极参与。他更深层的衡量标准来自 John Wooden:成功就是「内心平静」,它直接源于一种自我满足——知道自己已经尽最大努力,通过准备、道德和勤奋,成为自己能够成为的最好的人。

Patrick O'Shaughnessy

My guest today is Jay Hoag. Jay is the co-founder of Technology Crossover Ventures, known as TCV, which pioneered the growth investing category and has backed legendary companies like Spotify, Netflix, Expedia, and many others over three decades. Jay explains how macro factors like regulation have become unexpectedly central to technology investing. He offers his contrarian take on today's market, arguing that consumer internet represents significant opportunity while most investors chase SaaS and AI deals. We discuss investing in new technology versus commercialization, TCV's evolution from cold calling to AI-powered sourcing of eleven million companies, and their three-person unanimous investment committee structure. Please enjoy my conversation with Jay Hoag.

So, Jay, we last did this 4 years ago, which is crazy to imagine how quickly those 4 years have passed. That was a strange world and a strange market, and we're in another interesting time today. I'm curious to start with how today's market conditions feel most different to you from the market of the rest of your investing career. What feels most distinctive about today?

Jay Hoag

We did this, I think, in September 2021, and as a longtime Chicago Cubs fan, I'm quite superstitious. I'm sure it didn't cause the tech reset in 2022, but let's hope that won't have a recurrence.

1. Technology Markets Find New Openings

There are always parallels and similarities to prior periods of time. I guess what is different is that, particularly as technology has gotten so big over the 30 years of TCV and the 43 years of my career, the focus on macro—which is not something I spent a lot of time focusing on—really is different. Regulation of tech, how tariffs impact global trade, and all those issues, which really were never part of the lexicon or focus for technology investing, are probably something that's pretty new. I think it's very difficult to figure out. A lot of people are talking with great authority about things they know very little about. That includes me. That's certainly something that's quite different.

Patrick O'Shaughnessy

What feels most opportune about this market? Where do you think there is the most opportunity to earn strong returns by making new investments today?

Jay Hoag

The world has shifted so strongly in the last several years. Again, I'm leaving COVID out for the moment.

Patrick O'Shaughnessy

Sure.

Jay Hoag

That was such an unusual time. I think, as you think about technology investors, there's been a huge focus on SaaS, a huge focus on all things AI, and a huge de-emphasis of consumer-based internet businesses. I think that's actually a pretty interesting opportunity where one can be contrarian, and we continue to see interesting private opportunities that I think most of the world is not focused on.

Patrick O'Shaughnessy

I was talking to a founder who is actually just building something new in consumer today. There's a heavy AI angle to it.

Jay Hoag

Yeah.

Patrick O'Shaughnessy

Nonetheless, it's consumer. He made an interesting observation about how hard it was for him to go find venture investors who are great and who primarily focus on consumer. It's almost like a dying breed of people, exactly to your point. Maybe you could describe why you think that is and what about consumer is interesting today, because it does seem like a lot of the big consumer businesses started 15 or 20 years ago and have just dominated ever since. There seems to be less white space, but maybe you think differently.

Jay Hoag

I don't necessarily think it's less white space, because you could argue that the big, enormous internet franchises—consumer internet franchises—that have emerged are playing on the opportunity set of 5 billion-plus smartphone users, incredibly engaged audiences across gaming, music, entertainment, and other media, and just incredible consumer engagement with those devices. Therefore, that should create enormous opportunities for new consumer-based franchises.

It's always been hard to break through a virtual shelf-space concept, so I'm not saying it's easy to build consumer businesses. But I think the fundamental reason why so many people are not focused on it is because money chases momentum, or follows perceived momentum. It's possibly like 7-year-olds playing soccer: the ball goes over there, and everybody goes over there. I think, as far as SaaS and AI are concerned, it's super shiny and super interesting. That's where everybody is focused. I just have a hard time believing there are not going to be any new consumer internet businesses founded and built over the next 10 or 20 years.

Patrick O'Shaughnessy

I'd love to hear you talk about the difference between investing in new technology versus investing in commercialization, something you already mentioned a little bit. As a growth investor, of course, things are typically working at that point, so things have become commercialized. But it seems like the technology is really still being built now, and it's changing really, really fast. What have you learned about that difference?

2. Commercialization Tests Technology Hype

Jay Hoag

Many super-interesting technologies have taken far longer to reach commercial scale, from a revenue and monetization standpoint, than predicted. Recent-vintage examples would be autonomous vehicles. The pure technologists said they were ready for prime time 5–7 years ago, and now they appear to just be getting there. AR and VR represent a generally great opportunity set, but are still really looking for commercialization.

To me, that's the lesson to keep in mind: it's the applicability of technology, not just the availability of it. In terms of defensibility, what is the monetization model? How big and defensible can it be? How can you build an enduring franchise, not just have the hot tool of the day?

Patrick O'Shaughnessy

If you think across all 30 years of TCV, is there a most common type of what I'll call fool's-gold investment that you've encountered—a pattern that you see over and over again that you think of as an exciting investing trap?

Jay Hoag

As a technology investor, I see technologists and technology investors often overestimating the near term on their way to underestimating the long term. That's just something to be careful of.

The other thing I think we talked about last time: I was going back through the most valuable technology companies in the world today. Are they exceptions to this statement? I don't think they are. Every area and every great company goes through a desert of disillusionment in investors' minds, where it was great and then, all of a sudden, people are casting aspersions on its sustainability.

You think about Apple. Apple was left for dead in 2000. Apple and Microsoft are the 2 companies worth $3 trillion today. Microsoft, from an investor lens, wandered in that desert for more than a decade, and that's just worth keeping in mind. It will not be up and to the right in a linear fashion for the vast majority of these companies.

Patrick O'Shaughnessy

I'd love to hear you opine on the public-versus-private market dynamics today, which are very, very different from most of TCV's history, and it seems really important. You're a crossover investor. You're maybe the first major crossover investor, which has now become a popular style. But it seems that, with private companies staying private for much longer, private markets becoming much more liquid, and people preferring the state of being private to being public, there has been a permanent shift. Do you think that's true? Do you think that's healthy?

3. Private Markets Challenge IPOs

Jay Hoag

I'm not sure it's a permanent shift. I'll get into the reasons for that in a minute. Everything is bigger. Given that this is TCV's 30th year—technically, June 23 is our 30-year anniversary—I went back and looked at some statistics just to give you a sense of scale.

The entire venture industry in 1994 raised $4 billion. Today, that's a small fund for some firms, which is pretty staggering. In terms of market cap, at the end of 1994, the Nasdaq was at 751. Today, it's north of 17,000, so that's about a 23× increase in the Nasdaq's value.

I didn't have the 1994 number, but in 1991, when you looked at the large public technology companies, there were 31 companies north of $1 billion and another 13 companies between $500 million and $1 billion.

That was large tech back then. And I mentioned that today there are 6 companies north of $1 trillion. In addition to Microsoft and Apple, Nvidia is at $2.8 trillion. Amazon and Google are at $2 trillion. Pretty staggering.

And then Facebook, now Meta, is at $1.5 trillion. So those are dramatically different market values than 30 years ago. Today's market puzzles me for at least 1 reason. I understand it's standard to say, "Oh, companies want to stay private longer," et cetera. I think that's true in some cases, although that was the concern before Google went public as well. They were staying private too long.

And I understand if companies have specific things they want to invest in under the cloak of being private prior to going public, but I'm old-school in that I believe the vast majority of the best companies will benefit from being public over the long run. There's discipline in being public. These days, you can manage the guidance expectations however you want, including not providing guidance. It provides a public currency and a fully liquid stock for all your employees on a persistent basis over time.

I'm totally puzzled as to why the technology IPO market is just so moribund. We're now in our 4th year of pathetic numbers overall, so maybe I'm missing something. But even in mediocre years, historically, there were 50 or 60 U.S.-based tech IPOs. I hearken for those years.

And part of the explanation is that I think there's a lot of private capital in general—in real estate, credit, private equity, and elsewhere—but certainly focused on tech. To some extent, that is creating liquidity for the best companies, but not all companies. The tender offers at Stripe and others are examples.

But when you say it's a permanent shift, I guess my question back is: If you're investing billions of dollars into a private company today in some of those transactions, that capital needs a return someday. So are you assuming that there will be a robust private liquidity market in the future, or that the capital will need an IPO market in the future? At some level, I think some of the values now are beyond the scale where they can get acquired rationally.

Patrick O'Shaughnessy

Where are you seeing more opportunity between public and private today? If you think about the supply-and-demand dynamics of capital itself, like you said, there's tons of demand for Stripe shares in private markets. I'm curious: Between the 2, where you operate and you're totally flexible between them, are you seeing more or less opportunity in 1 versus the other today?

Jay Hoag

We're not totally flexible. The C in TCV is crossover, but I tend to think we're more 1 of the early players in growth—

Patrick O'Shaughnessy

Mm.

Jay Hoag

Distinct from early-stage venture and private equity. There are certain characteristics of growth that we found attractive and continue to find attractive. We will hold our private investments as they go public—the best ones—for a long period of time. That's an economically driven decision. We may take 1 times our money out, but the best companies over time, like Netflix and Spotify, compounded at high rates for a long period of time.

So we're being, hopefully, economically selfish by retaining our stake. Then we will selectively and opportunistically deploy capital publicly, with the Netflix PIPE in 2011 being a great example, or in situations where our view is: If this were a private company, is that a compelling value? There might have been a dislocating event, but we're trying to get actively involved and treat it as if it were private and ignore the day-to-day public trading.

That's a little bit of a long answer. In today's world, I don't think of it as quite as much as public or private. I think of it very much as a company-selection criterion, where we have a very private market and a very bifurcated public market. Tech has always been a world where there are haves and have-nots. The true category leaders in a segment get very robust multiples and long-term value, and a lot of other companies don't get robust multiples and don't necessarily generate a lot of long-term value, whether they're private or public.

Patrick O'Shaughnessy

What is it about growth that you still find attractive? I know that was a key part of the early DNA, but fast-forward 30 years: What is still interesting to you about that category specifically?

4. Growth Investing Finds Its Edge

Jay Hoag

The original pitch, which remains true today, I think—and everything was a lot smaller, as I mentioned. Venture was a lot smaller. Private equity was a lot smaller in 1995. I think KKR and others were still tiny enterprises. Growth didn't really exist. It wasn't viewed as a separate category.

The way to think about it is that early-stage venture will invest in, to some extent, science projects, meaning undeveloped technology that they have to develop into a product or service, prove that it works and is cost-effective, and then start to ramp the monetization of the business. Inherent in that model is that the successful ones can generate a 50–100x return and return an entire fund.

But I think inherent in the early-stage model is very high loss rates. It could be 30% or 50% for a seed or early-stage fund. Successful ones have it all baked into the model. You can end up with great funds.

At the other end, I tend to think of large private equity—and, of course, they invest across all swaths of the economy, not just tech—as investing in much bigger, more slow-growing businesses. The way to generate returns could be through the facile use of leverage, cost-cutting, or lots of different acquisitions and consolidations. The best of those firms also generate good returns, but I think much more through financial measures than otherwise.

In a world where rates went down for 10 or 15 years, that was a huge tailwind. I'm not a forecaster of interest rates, so I can't say whether it'll be a headwind or not, but I think that was a huge tailwind.

Growth sits in between. The original virtue is that we're investing after the technology risk has been eliminated, so a product or service is available, and consumers, enterprises, or small businesses are touching it. Our job then is to evaluate the rate of market adoption and help grow those companies.

The benefit of growth is that you're typically investing in a decent-sized business, which hopefully means that, hopefully senior in the structure, your risk of principal loss is quite low. Then, if you're fortunate to stumble into the Expedia, Netflix, Spotify, Revolut in Europe, or others, you're generating returns from very rapid growth.

About half our businesses were profitable at the time we invested, and half were not. But the compound effect of top-line growth and very high incremental operating margins means that, ultimately, earnings are growing a lot faster. That's how we generate our growth: Very little leverage, all based on company building and growth in a great product.

Patrick O'Shaughnessy

I've found this sort of game to be the most fun when you have the least competition. When you started, as you said, growth wasn't really its own category, and so you had less competition. Today, there are lots of growth investors. Can you describe what the competitive dynamic feels like with other investors when you find a company that you really like? How has that changed, and how do you manage it?

Jay Hoag

It does ebb and flow. Back in 1995, as you might imagine, it wasn't just that there wasn't much interest in growth. There actually wasn't that much interest in technology. Now it's obvious to everyone, but people viewed it as a tiny prize. As technology returns have been robust, money follows. That just seems to be how capitalism works.

So there are a lot of growth investors, many of whom have built very successful firms. Some have gone from success in growth to really scaling assets and becoming much more private-equity-like—big buyout funds, et cetera. That's not bad; it's just different. Many have gone from being purely focused on the tech vertical to other categories of growth, whether it be retail or health care. I don't mean health care IT—just hospitals, et cetera.

We've made the decision to stay, I'd say, relatively small, although our first fund was $100 million and our last fund was $3 billion, so it's relative. But we've really just stayed focused on technology because we think it's the greatest industry, and it also requires a tremendous amount of expertise to be able to execute against.

Yes, competition has increased, but I'd say that in the last 4 years, it's actually decreased. If you hearken back to the last time I was here, everybody had entered technology and growth investing in 2021, and that led to some challenges for a lot of the capital that was deployed during that period of time.

There were many early-stage funds doing growth, many public funds doing growth, and many private equity funds doing growth. Some will be successful, but a lot may not. I tend to think firms generally have a center of gravity. You can think about collecting assets across lots of different vehicles, but you have to make sure each of the disciplines you're exercising is great; otherwise, you won't continue to get capital.

I suspect that a number of folks have retrenched based on having deployed a lot of capital in 2021, but not necessarily having a great return associated with that.

Patrick O'Shaughnessy

I'd love to talk about the history of the business. You mentioned that the 30-year anniversary is coming up. The life expectancy of new investment firms is definitely less than 30 years. It's hard to build an enduring investment franchise. If you think back on that time, what are the key moments or filters that you went through that allowed you to not just survive, but scale and thrive across 3 decades? That's quite unusual.

5. TCV Endures Through Cycles

Jay Hoag

It's interesting to reflect on it. We are active participants in our industry, but to me, all of the credit and blood, sweat, and tears, so to speak, goes to the founders who, as we've spoken about before, have to be a little crazy to become a founder. I think it requires unbelievable sacrifice on their part. You can't be a founder of what will be a great technology franchise and do it part-time and have a great work-life balance, as often gets bandied about. It's impossible.

As I reflect back on when Rick Kimball and I started TCV, we quit our jobs in 1994. We were on that founder journey as well. Knock on wood, it's worked out great, but I was thinking that, first of all, it's a little bit of a shock to be sitting here celebrating 30 years. We did a few more good things than mistakes we made, so we're able to do that.

People backed our first fund and continued to invest as we built the firm, which is awesome, but it requires a lot of resilience because, in my investing career, I've been through so many crises. Like a company founder, you have to be ready to deal with adversity, to deal with people thinking you don't know what you're doing. I was reflecting personally, if you were to say, "Well, go back to that time period."

It's great that our bet on technology paid off. It's great that our focus on growth paid off. Then the third thing we talk about is being a long-term, patient investor in the best companies. We know the latter requires being invested in the best companies, so there's a little hard work but a lot of luck involved in that, too.

I was sitting here today, a lot older, 30 years older, obviously. When I quit my job, I was 35, and when we closed our first fund, I had just turned 36. We had a son who was turning 3, a son who was turning 4, and my wife was expecting our daughter. We had just moved to Palo Alto, and we were starting a new fund. They say there are four or five main life stresses.

Patrick O'Shaughnessy

You did them all at once.

Jay Hoag

Just get it all on the table. In hindsight, it made no sense.

Patrick O'Shaughnessy

Yeah.

Jay Hoag

What were the keys? I'm going to mix my sporting metaphors. It's a batting-average business: you can't hit 1,000, but you have to be a decent hitter. Or, using a basketball example, Steph Curry, who's been in the news after the game-saving win last night, is the greatest three-point shooter of all time, the greatest scorer of all time, and he only makes 42.5% of his three-point shots. Now, as an investor, you have to be over 50%, but even then, you're not going to be perfect.

Part of it is that you have to be willing to take some level of risk, no matter how much diligence you do. From a managing-the-firm standpoint, we try not to repeat our mistakes, either in managing the firm or in investing, but we probably made every mistake in the book.

We talk a lot about Netflix and Spotify and others, but we also had plenty of bad investments—investments that didn't work out well—and, in hindsight, ones where we sit around and say, "Well, I'm not sure what we were thinking on that one," particularly in the internet-bubble days. But it comes down to internal talent.

I think last time we talked about Reed Hastings and the concept of stunning colleagues, and the fact that a great investor is not 30% or 40% better than a typical investor. Similarly, a great engineer is not 30% to 40% better than an average engineer. It's an order of magnitude. That's been the focus on the internal, people side.

We've had an enormous number of people over that 30-year period contribute to TCV, and some have gone on to greatness at other firms as well.

Patrick O'Shaughnessy

I'd love to do a little bit of the "how the firm works" type of questions and try to categorize them in the normal life cycle of an investing firm of this type, which I would say is: see the company, know it exists, and start digging in; pick which ones you want to invest in; win those investments; be a good salesperson; and then support them.

And maybe selling is the last criterion, which is relevant because you hold for so long. Maybe we'll go in order. What have you learned about the sourcing side of the business? What does great look like versus good or something—

Jay Hoag

Mm-hmm.

Patrick O'Shaughnessy

—in making sure you see all the right businesses and engage them at the right time?

Jay Hoag

So that's one area where there have been many iterations, I think, for the industry and then for us. Let me see if I can walk through it. There's also a sector overlay because we go to market in different sectors: consumer, application software, infrastructure software in Europe—four big sectors.

Way back in the day, well before TCV, there were outbound deal-sourcing factories, TA Associates being a classic one, and then some of the folks spun out to start Summit. It was phone work; it was cold calling to try to build a database of interesting companies and get whatever financial metrics they could. Then, through all that, the idea was to go chase X number of investment opportunities.

We started building that core at TCV in 1999 because originally it was Rick and me.

Patrick O'Shaughnessy

Doing everything you could?

Jay Hoag

Yeah. We knew some venture guys, and calling it a sourcing effort sounded much more grandiose than it actually was. We went with those people-driven hordes of associates. They would come in and commit to 3 years and then sometimes go off to business school and come back, or go off to a portfolio company and come back, or just go off to another firm or another company.

Going back about 12 years, one of our associates said, "We need to automate this." It moved from phone work to email work to lots of scouring of the web and going to trade shows and all this other stuff.

We have a data-intelligence group that—and I'll stumble on some of the metrics—is the front end of our sourcing effort. There's actually AI applied here, where we have a massive number of data sources tracking employee growth, app downloads, various product-usage measures, and it's ingested, I think, something like 11 million technology companies, many of whom are really, really tiny, obviously, at this point.

That is ingested and analyzed. We score companies, and that, in addition to all the inbound leads we get as a benefit of our 30 years—if Reed Hastings sends a note saying you should check XYZ company out, we're going to check it out.

The data-intelligence group is an automated tool. Just as applied to sourcing, it means we don't have to hire 1,000 associates to go out and try to scour the world. It's a tool where we're much better as humans at allocating our time and prioritizing certain companies over others.

Patrick O'Shaughnessy

If we have a list and you're aware of all these companies, then you start engaging the ones that seem the most interesting. What is the process like—the actual internal investment process—at TCV? Are individual investors allowed to just pick what they want? Is there some sort of committee process? Walk us through the actual process of selecting investments.

I realize we'll probably have to couple this answer with how you win them because they're interrelated, and you're building the relationship with the company as you evaluate it. But maybe talk us through the nuts and bolts of how that actually works inside TCV.

Jay Hoag

Yeah. Each of those sectors meets at least weekly, and often more. That is where all that data, as well as an existing pipeline of opportunities, is discussed: near-term priorities, long-term priorities, and how we can leverage our extended network to get into Company XYZ, which we've had a tough time breaking into. That's where the initial sorting-out process comes.

We also have a weekly global pipeline meeting where all investment professionals are involved, and we're bubbling all that stuff up to determine what might be actionable in the next 6 to 12 months. The reason I say 6 to 12 months is that there are thousands of financings happening all the time, but what we're really trying to do is get to know these companies over an extended period of time and be working today on what might be a 2026 investment.

A young company is not yet in the growth stage. That's part of their design. X number of things get through the sector-screening process and get presented to the IC: let's move forward with these; let's not move forward with those. Then we actually have a 3-person final investment committee that has to be unanimous on investments.

Patrick O'Shaughnessy

It is unanimous. At the end, it's you and 2 others, presumably, who have to say yes on every single thing that you do. How many is that typically in a year? How many new investments would you make?

Jay Hoag

We have a velocity fund, which is invested in expansion-stage companies, and the growth fund, which is a big fund. We might typically invest in 6 to 10 a year. You start with tracking 11 million companies in an automated fashion and get down to 6 to 10.

Patrick O'Shaughnessy

How many do you think you barely say no to in a year? What is right outside that 6 to 10? Meaning, it's on the line. You're excited about the company, probably, at this stage. If you invest in 6 to 10, how many are on the cutting-room floor right before that final approval?

Jay Hoag

I couldn't cite you an actual percentage, but it should be a reasonable, robust number, which may sound crazy. An early-stage investor—and I'll use AI as an example, but also just in general—will have many more, I'll call them bets, but investments in a given fund, in part because they want to have as many chips on the betting table as possible to get that 1 or 2 that really will pay off big.

Missing a significant portion of those, I think, for an early-stage venture fund in any given vintage can be really problematic. As a growth investor, we tend to run pretty concentrated, so our typical fund might be 20 to 25 investments. We really have to have conviction, and we are focused on doing all that work ahead of time to say, “This is the one in this category.” So we're not betting on 2 or 3 players in a given segment. It should be hard to get to a full yes, and there should be a bunch of “we're not sure,” which then end up being nos.

Patrick O'Shaughnessy

Can you describe the taste of the 3 people who are on that final committee? If you had to describe how the taste is different between the 3 of you, how would you summarize it?

Jay Hoag

I would say the similarity is rigor. The differences—the degrees of aggressiveness or conservatism—vary by practitioner. So it's actually a good mix.

Patrick O'Shaughnessy

Where do you fall on that spectrum?

Jay Hoag

Strangely, more on the aggressive side—not in taking unverified bets, but I'm not turned off if it's different, because non-consensus is good. Again, a quadrant: consensus, non-consensus, right, wrong. If you're wrong and non-consensus, that's really bad. But if you're right, it's often where the excess returns are.

Of course, the world can come to an end, and all the current macro stuff could be a decade of unpleasantness in the world. But many of the companies I mentioned earlier showed an ability to grow through any and all environments. If you look at churn rates for some of these subscription services during recessions, you can't see any difference. So I'm a firm believer in the best-quality technology companies.

One may, at different points in time, have to be aggressive on valuation and pay more, but it will be a long-term win. That's where the aggressiveness comes in, as opposed to thinking, “Well, intellectually, this should sell at X times revenues because that's where the median SaaS company has sold over the last decade.”

Patrick O'Shaughnessy

What's it like holding a company like Spotify or Netflix for a very long period of time? It's easy to talk about those 2 because they're unbelievable companies and CEOs, and we know all this in hindsight. But certainly, if you study those companies' histories, there have been periods when tons of people, or most people, doubted them—when they had challenges that they had to overcome. You said earlier that they often faced existential challenges.

Maybe just pick 1 and tell the story of what it's like actually holding something like that—not just the fun part, which is great returns. They're both huge companies, but what are the challenging parts of holding something like that?

6. Winners Survive Years Of Doubt

Jay Hoag

Netflix was challenging. There was a very challenging financing in 2001 that we led, so it was not just challenging staying with it publicly; that predated the IPO.

Patrick O'Shaughnessy

What made it challenging?

Jay Hoag

Netflix was founded in 1998. It was enabled because, instead of a VHS tape, which is heavy, a DVD can be mailed cost-effectively via first-class mail. But the original model was that you rented 1, returned it, and the unit economics on that were not attractive. Subscription was what unlocked ultimate profitability.

The company filed to go public in 2000, the market melted down, and it went down 60% twice. That's not very fun. There was a financing in 2001—I'm dating myself—where we had a discussion and, as a huge supporter of Reed, conveyed that we would provide the financing, but I wasn't sure how to price it.

Series A through E had been up and to the right, so he canvassed the marketplace to see what the price of Netflix was, and there was no equity provider. Zero. We did a restructuring financing in 2001 in order to get them through to the other side of profitability and positive free cash flow. Then they went public in 2002, although they traded down for a while and traded sideways for about 6 years.

That was the tough part of the journey. “Why are you staying with this company?” was part of the discussion at the time. I think 1 of the benefits of experience is that we invest in these 20 to 25 companies in a fund, and hopefully they're all the next Netflix or Spotify. But after some period of time, you realize, “Well, they aren't.” Which ones are really going to have that decade or multidecade growth and become a dominant player? We go through that sorting process.

So what's the challenge of holding? When they go through periods of material revaluation in the public market, you get second-guessed out the wazoo, and sometimes you second-guess yourself: “Oh.” During the correction in 2022, people were saying, “Why hadn't you sold everything in 2021?” Well, if you could predict when the market's going to sell off, that would be a productive discussion to have, but I don't think one can predict that.

Public scrutiny and second-guessing can make it hard, but that's really kind of it, and it can obviously prove to be really rewarding. Fund lives also mean you can't own it forever. Netflix's market cap on Friday was $480 billion, and at the time of the IPO, TCV owned 43%. Forty-three percent of that would be a much bigger number than what we realized.

Patrick O'Shaughnessy

Does that make you wonder if the whole structure is wrong? If all of the returns come from a couple of companies, should funds be set up so they don't have to sell?

Jay Hoag

I don't think the structure's wrong, because we entered into a contract with our limited partners, and so we abide by it. It's always easy to look back. Hindsight is perfectly crystal clear.

Patrick O'Shaughnessy

Of course.

Jay Hoag

But I think that is why some have explored—Sequoia or Sutter Hill or others—kind of the permanent-capital, evergreen-like vehicles.

Patrick O'Shaughnessy

Did you ever consider that?

Jay Hoag

No.

Patrick O'Shaughnessy

Why not?

Jay Hoag

I just think the financial structure is great as it is.

Patrick O'Shaughnessy

If it's not broke, don't fix it.

Jay Hoag

Often, as a GP, we have a European waterfall structure. Once we return all the limited partner capital, then we start getting our carried interest. Once we do that and we're distributing stock, we can choose—

Patrick O'Shaughnessy

You can always sell.

Jay Hoag

—or retain the Spotify or Netflix shares as it relates to our own financial well-being.

Patrick O'Shaughnessy

If you think about this interesting question of whether the investment firm itself should have lots of enterprise value—KKR and Blackstone and all these things are publicly traded, huge, huge companies—whereas some investment partnerships explicitly target the idea that the thing doesn't really have any value, that this ephemeral partnership that may dissolve isn't worth much, and they don't plan to sell any of it. How do you think about that question, which seems important for every investment firm to answer about itself?

Jay Hoag

Well, personally, I've never been motivated to say, “Let's go—”

Patrick O'Shaughnessy

Take it public.

Jay Hoag

—and globally dominate. I do think—and I'm only a casual observer or student of Blackstone, say—that they had a very simplifying organizational assumption, which was that they were on a path to go public. To maximize the public value, they would go from being a buyout shop to a smorgasbord—

Patrick O'Shaughnessy

An everything store.

Jay Hoag

—of financial services offerings, offer that in a very compelling way to the largest LPs in the world, and so credit and fund of funds, and they have obvious growth vehicles, et cetera. That seems to have worked out superbly for them.

For me, that level of scrutiny and visibility is not appealing, so it's not something we've really ever contemplated. The alternative, too, is that sometimes people sell a piece of the GP, but that's mostly my casual analysis of it: front-loading economics that you would otherwise get.

Patrick O'Shaughnessy

You would otherwise give up.

Jay Hoag

Yeah.

Patrick O'Shaughnessy

How do you think about setting the firm up for the circumstance where someone else leads it other than you—succession?

Jay Hoag

Succession planning: it is John Doran. He's 20 years younger than I am, which is a lot. I plan on having an active role, but he's running the day-to-day. He's actually moving to the Valley with his family in July; he lives in London. If I get hit by a bus, that's 1 level of succession planning. I'm very careful around buses. I don't envision going anywhere, but that's very simple.

Patrick O'Shaughnessy

It's always 20 years. It always seems to be a 20-year gap. That's the magic number for the younger partner.

Jay Hoag

We talked about stunning colleagues earlier. The next question is, how do you identify them? It's not just about being brilliant; it's about whether they're a good investor. To be a good investor, somewhere in your 20s you're maybe trying to figure things out, and then you invest in a certain number of companies when you're 30. I mentioned that when we started TCV, I was 36.

It's a long-term business. Again, disasters can be very short-term measured, but it's really hard to know if somebody's a great investor except through the passage of time.

Patrick O'Shaughnessy

Does anything feel broken to you about the investing world and system today? It could be anything in the triangle of GPs, LPs, and companies—anything at all. Is there anything that you would change about the way the system itself works today?

7. The Investing System Needs Humility

Jay Hoag

In a strange way, I wish the AI enthusiasm hadn't distracted everybody. This may be a bit of a dinosaur approach, but this is a really great business. It's also a really hard business. I think there's a whole bunch of players who think it's easy: “I invest in these 10 companies, they all were marked up, and all is great.”

A lot of people, if you think about it, were only 10, 12, or 14 years into the business. The global financial crisis was a big reset in 2008 and 2009—not so much for tech, but for the financial system. With the exception of 2022, it had only been up and to the right for many people who were then 10, 12, or 14 years into the business.

There still might be a lot of pain to be felt from some of the investments made during that period of time. There hasn't been a day of reckoning, and a lot of investors have jumped on the AI bandwagon—not necessarily saying, “Pay no attention to this stuff over here. We're an AI shop.” But I worry a little bit about some of the 2020 and 2021 capital, which was an enormous sum, being, by and large, broken capital—a broken part of the system.

I used to describe that when the internet bubble happened, venture returns went like this, and venture egos went up dramatically. Then the bubble burst, returns did this, and the egos of a lot of people in the investing business didn't come down. Success has many fathers; failure is an orphan. I wish there was a little bit more modesty in our business.

Patrick O'Shaughnessy

Any advice that you would give to a young investor, maybe 30 years old or something, having made some investments cresting into that period you talked about earlier, who wants to go launch a firm today based on the 30 years of success that you've had at TCV?

Jay Hoag

Do it if you love it. Don't do it because you think it's going to be financially rewarding. It can be, but success has to precede that. If you add people, do it in a measured way and only add exceptional people. We have had a lot of exceptional people, and we also have had periods of time where we expanded too quickly.

Go try to find a segment that is relatively unexploited, and therefore maybe has to be a little more contrarian. That also means the fundraising is going to be harder, but don't follow the herd.

Patrick O'Shaughnessy

Anything else that we haven't touched on across our 2 conversations that you feel like is an important ingredient in your story, personal or professional?

Jay Hoag

I went to high school in a small town in Wisconsin. We did an aptitude test, and the best industry for me to go into was agriculture. Beyond going off to college, et cetera, I was a huge John Wooden disciple, the longtime coach at UCLA, and his Pyramid of Success is something I try to live by.

You need to have your own definition of success, not somebody else's. Success is peace of mind, which is a direct result of the self-satisfaction of knowing you've done your best to become the best you're capable of becoming. To me, that's the yardstick I try to hold myself up to, and maybe that's why I don't sleep that well at night, because I want to get up and continue to try to be as good as I can.

The one other personal angle in the Netflix story, which has never gotten much airtime—thank God I paid attention to my first-aid training as a kid—is that, I think, in 2002, I ended up having to do the Heimlich maneuver on Reed.

Patrick O'Shaughnessy

Hmm.

Jay Hoag

So if value-add is saving the life of a CEO, he had a piece of meat that couldn't get dislodged. There were 2 of us in a conference room. Somewhat humorously, pay attention to your first-aid class; it may come in handy.

Patrick O'Shaughnessy

Say a little bit more about John Wooden, and the Pyramid of Success that you described. You can pick which spot in the pyramid you think is hardest, where you've seen people struggle the most, or where you've seen it be uncommon for people to actually pursue. Say more about your interest in him and how you actually do the things that he advocates.

Jay Hoag

Yeah. It's component building blocks that lead up to a definition of success, and he had some funny lines, like, “Be quick, but don't hurry.” To this day, I'm still not exactly sure what that means.

As a youngster, I aspired to play in the NBA. Preparation was one of his key things. Unfortunately, I lacked athletic ability. My career lasted 15 minutes in college tryouts, when a guy in cutoff shorts lasted longer than I did. That reinforced that I wasn't going to be an NBA player.

In my senior year of high school, I was the point guard on my team, and in the sectional finals, I guarded an individual named Bill Hanzlik, who was averaging 25 points a game and went on to play for Notre Dame, which I think is where you went.

Patrick O'Shaughnessy

Yeah.

Jay Hoag

Then he went on to the Denver Nuggets. I like to joke that I was trying so hard because I was always working hard and was pretty savvy on the court. I defended Bill Hanzlik, and I held him to 10 points over his season average, so he scored 35 on me. That's what greatness looks like. That's not to be my path.

But John Wooden's ethics, preparation, and hard work were all part of the pyramid.

Patrick O'Shaughnessy

Jay, this was so much fun to do with you. Congratulations on 30 years. Quite an achievement and accomplishment, and incredible companies built along the way. Thanks so much for your time.

Jay Hoag

Thank you. Always a pleasure.