In short
How AI will reshape private equity and venture capital—especially operational value-add, deal sourcing, and organizational incentives—plus broader endowment/LP allocation lessons (concentration vs diversification, rules vs frameworks, and venture “access” dynamics).
Guests
No named guests appear in the transcript excerpt. The speaker references prior conversations (e.g., Lucas Wisher of CO2’s growth team; Ryan Fenerty; Ilya Stribula of Stanford) but does not introduce them as guests for this episode.
Key claims
- AI-native investment firms will emerge, but many incumbents will integrate AI.
- Mid-market value creation may shift from “productivity gains everyone has” toward differentiated AI-embedded playbooks.
- Deep AI integration requires forward-deployed engineering partners and intensive change management.
- AI will be a net job creator via labor enhancement and growth, not just job replacement.
Notable examples
- A new GP backed a younger team of three Palantir engineers to embed AI into portfolio operations.
- Example portfolio easy win: dispatch management built in six weeks to run agentically (weather/tire rerouting), leading to reconsidering a planned sale.
- A niche collections business uses AI to automate 80% of data processing, improving retention, margins, and growth.
Written by AI. May contain mistakes. Listen to the episode to check what was said.
Chapters
Tap a time to open that second in VOThe Changing Landscape of Investment Firms
0:45 to 2:26
Discussion on how AI will reshape investment strategies and firm operations.
“We think their playbook looks very, very different.”
Case Study: Integrating AI in Mid-Market Firms
2:26 to 4:48
Exploration of how a firm backed by Palantir engineers integrates AI into their operational processes.
“Going back to this firm that you backed with the Palantir engineers, how are they specifically integrating AI into their process?”
AI's Role in Workforce Enhancement
4:48 to 6:43
Analysis of how AI can improve job satisfaction and operational efficiency in businesses.
“You're asking people to adopt AI to make the job more interesting.”
Managing Change with AI
6:43 to 9:13
Discussion on the challenges of change management when integrating AI in organizations.
“They go in, do that, and in six months it could be a year, and they're ready to pull out because they've established a new workflows, new work streams, and then they go to the next one.”
AI's Impact on Job Creation
9:13 to 10:50
Insights on how AI could create new jobs and enhance productivity in the workforce.
“I think that's the timeframe where we really expect to see a separation between GPs who are in the forefront and GPs who are maybe lagging a bit.”
Philosophical Perspectives on AI and Employment
10:50 to 12:23
Exploration of philosophical views on AI's impact on society and employment trends.
“And I am quite wary of drawing too many conclusions.”
Creativity and Thinking Time in AI's Era
12:23 to 13:55
Discussion on the importance of time for deep thinking and creativity in the workplace.
“if you think about the hundred year challenge for the world, we're facing a declining population.”
Finding Time for Deep Thinking
14:00 to 14:31
Learn how to create dedicated time for thinking to boost creativity.
“And the way that I realized this is on the weekends, I would go biking outside and I would always come up with new great ideas.”
The Challenge of Internal Processes in Investing
14:31 to 17:26
Understand how organizational dynamics impact investment decision-making.
“I mean, if I have one complaint about my job, I find it's easy to be busy.”
Understanding Organizational Incentives
17:26 to 18:22
Explore how incentives affect behavior in investment partnerships.
“A lot of the problems with investing or success with investing has to do with your organizational setup.”
Show all 25 chapters
The Importance of Alignment in Partnerships
18:29 to 19:33
Learn how understanding partnerships can lead to better investment outcomes.
“investment team to get us the best outcome?”
Conversations Over Legal Documents
19:33 to 22:23
Discover why constructive dialogue is more important than legal agreements.
“I think that's a mistake because you can only litigate so much in the documents.”
Frameworks vs. Rules-Based Investing
22:23 to 28:00
Explore the differences between framework-based and rules-based investment strategies.
“And I'm trying to find people where there's trusted relationships.”
Investment Committee Memos and Risk Management
28:00 to 34:11
Learn how to effectively document investment risks and the importance of risk communication in decision-making.
“If something goes wrong and it's not in the risk section, then maybe we made a mistake.”
The Importance of Diversification in Investments
34:24 to 35:20
Understand the common pitfalls of over-diversification and how to evaluate investment portfolios effectively.
“Support for today's episode comes from Square, the all-in-one way for business owners to take payments, book appointments, man staff, and keep everything running in one place.”
The Importance of Diversification in Investments
35:25 to 36:44
Understand the common pitfalls of over-diversification and how to evaluate investment portfolios effectively.
“With Square, you get all the tools to run your business with none of the contracts or complexity.”
Concentration vs. Diversification in Portfolio Performance
36:44 to 42:00
Explore why concentrated portfolios may outperform diversified ones and the implications for investment strategies.
“This over-diversification, it's a common investment theme.”
The Changing Landscape of Venture Capital
42:00 to 44:10
Learn how today's venture capital ecosystem differs from the past and the importance of access to top firms.
“You can't compare it with 10 years ago, let alone 20 years ago.”
The Role of Brand in Investment Success
44:10 to 46:10
Discover how brand reputation influences entrepreneurs' funding decisions and their capital raising strategies.
“Professor Ilya Stribula from Stanford actually did a study on this, whether there was a brand discount for highly branded firms.”
Entrepreneurial Needs in Funding
46:10 to 48:55
Explore what founders seek from their investors and how trust and expertise play critical roles.
“They might be really, really smart at what they're building.”
The Impact of Honesty and Reputation in VC
48:55 to 53:18
Understand how honesty can shape a venture capitalists' reputation and affect long-term relationships with founders.
“who are just extremely good at talking to entrepreneurs.”
Expertise and Believability in Venture
53:18 to 55:19
Learn about the importance of identifying experts and asking the right questions in the venture capital world.
“It's also a great self-selection aspect to telling people what you feel to be the truth.”
AI's Influence on Private Markets
55:19 to 56:00
Examine the challenges and transformations AI brings to private market investing and the implications for investors.
“Some people don't have that, the right sort of internal setup to do that.”
The Challenges of Private Markets
56:00 to 1:00:11
Explore the evolving landscape of private markets and the role of AI.
“There's a downside scenario where you say you shouldn't have been in private markets.”
Advice for Future Investors
1:00:11 to 1:01:49
Insights into taking risks and the importance of embracing secondary markets.
“Morgan Stanley, Parthenon, Goldman, HIG.”
Transcript
Automatic transcript. May contain errors.0:00So how will AI affect investment firms? There's going to be a lot of organizational reworking that's needed. And I think investment firms that are learning organizations will do a lot better. As I think about AI and the changes to investment strategies, we should back the operational value add that private equity firms need to contribute. A lot looks quite different. And we just backed a new firm and two very smart investment partners, but a lot younger than we usually were back. But they're teaming up with a team out of Palantir. Three super experienced engineers that have, between them, over 30 years of sort of forward deployed engineering capabilities.
0:48We think their playbook looks very, very different. Do you think the next generation of investment firms will be new firms that are AI native or old firms that are integrating AI? I think there's both. A lot of the old firms have some very, very smart people. And I think they're all very cognizant of the fact that the world is changing and the way you drive value in the future is going to look differently. some are maybe adopting ai more reluctantly and others are really jumping in for me the question is more is there a shift in where the most attractive opportunities are right you might do everything you might be a larger buyout fund and you might have the best operational value add playbook but it just might be table stakes because everyone else has it and the gains you get through productivity enhancement through AI, you're giving back either in price or in competition.
1:45Whereas it may be in the middle market, you can have a less sophisticated playbook, but it's a more unique playbook where you are driving value that you get to keep, the portfolio company gets to keep, and you stand out. And the buyer is buying at the end of your hold a scaled asset in a properly AI-native mid-market business, and that might stand out a lot more than someone who's done a phenomenal job as a billion-dollar business. But that's just what you have to do, and maybe the change there is for the ones that execute well is actually not as rewarding as it is on the smaller end. Going back to this firm that you backed with the Palantir engineers, how are they specifically integrating AI into their process?
2:33The core team of three engineers, that's what they were doing at Palantir for their clients. And so they are essentially going to be forward deployed engineers for as long as they have to until they can build the skill sets within the operating teams, various portfolio companies, which doesn't sound so sophisticated on paper. It's actually just really hard to do. And it's really hard to find people who've been doing this for a long time. So they make an investment and they go into these companies and integrate AI into the core of how the business operates. What's great is when you have a team like this and you're a mid-market owner of a private business, your business is doing well, but you know it's going to have to change.
3:20You know you're going to have to do something with AI and you meet a team like this. And this is the quality that usually only the very big buyout firms can hire. This looks like a partnership more than a sale. You're like, I'm happy to sell you 60 % of my business. If you can take my business into the next generation, I'll roll 40%. And so it starts at the early engagement, which gives you better access, more due diligence. The nice thing about AI is you can prove some of the change management that you want to affect very, very quickly. So it's not a future partner or a founder who's selling to you or selling part of his business to you.
3:58you can put in some sweat equity and show them that you actually know what you're doing that you can actually affect change and that's how they got their first couple businesses and then you buy a business that you've already spent you've had usually more access to because you're actually showing diligence is not a painful experience for the seller if he's intending to rule it's actually a learning experience and so it gives you more access than you usually would get at due diligence you have a pretty good understanding of what you're going to do before even own the business you've probably already run a few of maybe the sort of the easier lift ai applications and then you can decide is this the best use of your time so what are you looking for you're looking for a business that has a lot of data you're looking for a business that has a lot of labor costs that can really benefit from operational improvement or sort of efficiency improvement and ideally you're looking for a business that would do just fine whether it went through a big AI rollout or not so it's sort of not in the immediate impact of AI it's really you're going off to the upside and ideally you're looking for business where the AI transformation is not about cost-cutting but it's about labor force enhancement and driving top-line growth because then culturally you don't get as much pushback you're not asking people to adopt AI to make themselves redundant.
5:22You're asking people to adopt AI to make the job more interesting. One of the businesses I've looked at is in the collection space, a niche collection space, and the workforce there spends an inordinate amount of time data processing, which is incredibly boring, just for lead generation. And with AI, you can take that 80 % of their job and make the 20%, which was actually going after the collection side, which is where they get their money, 80 % of their job. And now you have higher retention within the workforce. People enjoy their job more. It's a higher margin business because each person can process a lot more claims.
6:12And you've just accelerated growth. So you're looking for sort of businesses that are slightly orthogonal to the risks of AI, but could then really, really benefit on the upside case if you're willing to deeply embed AI. You need people who have done it before. This doesn't fall in the same playbook of you meet, you have a board meeting every month and you tell the management team what to do. This is, in most cases, especially in the mid-market management team, needs partners that help them on the project management front. They go in, do that, and in six months it could be a year, and they're ready to pull out because they've established a new workflows, new work streams, and then they go to the next one.
6:53So it is a more labor-intensive approach. It doesn't scale as well. You can't run, except if you have a very big team, you can't run three or four deals in parallel. But I like it. I like it for the AI benefits, but I like it from a conviction investing point of view. It forces them to be very selective on the business models they choose and the number of deals they do because they're going to run a highly concentrated portfolio. And so that would be an example. You mentioned this management term, change management. It's a popular term today, which is how do organizations institute change? Because it's one thing integrating AI in a vacuum, but you really need to have your employee workforce integrating.
7:35And you said something very interesting, which is this investor looks for easy wins in their portfolio companies. What are some easy wins that investors are making in their portfolio companies to prove to those portfolio companies that it works. Last week I was talking to one of our partners. It's been a roll-up. It's gone well, but it's not the big fund driver for them, so they were thinking of selling it. Those companies with the 3X outcome, perfectly fine. But a couple of months ago, they went in and said, look, dispatch management, the logistics of dispatch management in a business like this are incredibly complicated.
8:08They were done manually. let's see what our internal AI team they have a five person AI team who can build AI products internally let's see what they can do took them six weeks and they have now for the last few weeks been running dispatch management fully agentically way more efficient they kept all the employees this can be now run fully agentically Now the view is, maybe we shouldn't sell this business because we have real IP here. When you suddenly can do route management that takes into account that there is bad weather or someone had a punctured tire and dynamically and immediately reroute.
8:54There's just too many variables for a human dispatcher to do that. It took them six weeks to build this. but that if your average due diligence process is a three to six months process you have plenty of time to run those type of experiments alongside your traditional due diligence so i think this is going back to helps potentially sell a future partner but it also helps de-risk your own operational approach to should we own this asset and can we actually do what we want to do with this business so that would be an example what percentage of your managers are using ai for sourcing you should ask me this question in august i'm having a conversation with every one of our active managers to actually go through what are they doing in ai because it's very hard at this moment to sort of separate fact from fiction what's your intuition tell you well everyone's experimenting a lot but when you really push say okay where is it this sounds great where is it showing up in the numbers a lot of the conversations still go pretty quiet and it's like ah not quite yet and we think it will show up in the numbers in the next few quarters but it is still rare to see AI application that has gone deep enough and far enough where it is really showing up in the numbers so I and that's okay I mean a lot of things that one can do agentically today you couldn't even do six months ago so we're very confident that this is a transitionary period and the purpose of the survey is not to conclusively find out who's great and what one can do but it gives you sort of a baseline to judge people's efforts by over the coming six to 18 months.
10:36I think that's the timeframe where we really expect to see a separation between GPs who are in the forefront and GPs who are maybe lagging a bit. At this point in time, I think it's still quite hard to really differentiate. And I am quite wary of drawing too many conclusions. A couple of weeks ago, I had the co-head of CO2's growth team, Lucas Wisher, on. We talked about the narrative in the market where AI is replacing jobs and the actuality on the ground, which actually AI is creating jobs, specifically in the early adopters, which are the developers and the engineering firms. Within your portfolio companies, like this industrial services company you referenced with the dispatch service, are there other cases where AI is actually creating jobs versus taking away jobs?
11:22My general view is it's going to be a mix of both. I actually think the more interesting AI plays, going back to my earlier comment, is where they create jobs, where it really allows a business to grow more quickly and use their workforce more efficiently, which becomes sort of a virtuous cycle of why they become the winner in their category. I am not as negative, generally speaking. And just based on the anecdotal evidence, it is not clear to me that AI destroys jobs. I think it will create a lot of jobs. Whenever we have big transitions, whether you go back to the automotive industry, going from building cars individually to a factory line, there's definitely going to be friction.
12:10And will we do better this time on retraining employees who are impacted? I don't know. but I'm not in the camp where AI is going to destroy everybody's jobs. I actually think, and I'm being a little philosophical, if you think about the hundred year challenge for the world, we're facing a declining population. More and more older people need to be supported by a smaller labor force. I think if we apply AI properly, That is the productivity enhancement that we need in our workforce to live in a world that has a declining population in the not too distant future. I see all the risks. I see the cybersecurity risks and all of those things.
12:58But net, AI should be a winner for society. One of the reasons why people think AI will be so destructive, it's an availability bias. So you could only think of the jobs that are going to be cut. You can't think of the net new jobs. And one of the reasons why you can't think about the net new jobs is because people don't have the mental space, the time, the resources to think about how to grow their business. But human beings, if there's one thing that all human beings have in common, they want to self-actualize, they want to grow, they want to increase. So every business, in many ways, idiosyncratically, every business will come up with different ways to grow.
13:30That's extremely predictable. How exactly and in what ways and what future jobs will be is hard to predict. But this fact about human nature is just something that's undefeated. I couldn't agree more. I think it just unleashes a new form of creativity if it replaces some historic creativity. And I've seen it in my own life. One of the things that I realized a few months ago is that thinking time competes for the same brain resources as doing time. So if you're extremely busy, if you're in the weeds, literally on a neurobiological level, that part of your brain is not able to think. And the way that I realized this is on the weekends, I would go biking outside and I would always come up with new great ideas.
14:08And I started to isolate the variables. Maybe it's because I'm outside. Maybe it's because I'm on a bike. Maybe it's because it's the summer. All these different variables. And ultimately, I changed slots during the week in order so that I have more thinking time, especially in the beginning of the day. I would go to the sauna. I started magically coming up with new ideas because, again, my brain was no longer competing with the doing. That makes total sense to me. I mean, if I have one complaint about my job, I find it's easy to be busy. It's really hard to find. time to think. If you went through a week, how many hours of the week are you thinking deeply?
14:46It's always a disappointingly small number. I was just talking to the president of NEPC, which is a consultant. I think they're 1.9 trillion AUA. And he said that most limited partners, only 15 % of their time is actually spent on the investing side and everything else is spent on internal policies, on dealing with investment committees, on corporate governance, all these other things that eat up into the investing side. That doesn't surprise me. And going back to your very first question, which organizations will do well in the, you know, I think we are in a big transitionary period, I think.
15:23It's always true that the way you are going to make money in the next 10 years is different than the last 10 years, but sometimes it's a little bit more true. And I think we're in one of those moments where it's a little bit more true. When your governance is set up that you need to go and pitch every single investment you make, you spend most of your time preparing for that pitch, right? You're spending time on due diligence and you're preparing time. Which is actually rational. Which is rational because you need to get stuff done. You need to justify your existence. It's not good to try new things because you know what gets through your investment committee and whatnot.
15:57And it's a much higher bar trying something novel with your investment committee than something you've already, that rhymes with the last three things you've done. If you're investment committee, though, you're not going to for investment sign-off because that sits with you. You have to go to it or your board to explain why you're doing things and how you're doing things. so it is purely there for you to justify your investment strategy it does a couple things for you one it forces way more thinking time you have to step back in my view it creates way more accountability because i can sell anything that i've done three months to due diligence on and you haven't i should be able to sell to you i have such an information advantage right but explaining to a well-qualified board why we are shifting our buyout or our venture strategy or why we're staying true of it or why we're not giving up on every software strategy that we have at this moment in time is a much higher bar to meet intellectually and so this goes back to learning organizations and forced thinking time and everything the setup really matters because then i think you avoid that 85 % of your time is essentially preparing for the pitch and internal stuff that is not productive from an investment strategy evolution point of view.
17:26A lot of the problems with investing or success with investing has to do with your organizational setup. And I think that's another example of how do you bring more thinking time into your organization? Well, how your board works really matters on that front. Most investors don't lose because they lack information. they lose because they can't separate signal from noise. Every day, thousands of earnings calls, SEC filings, expert interviews, and market updates compete for your attention. The challenge isn't finding more research, it's finding the few insights that actually change your investment decisions.
17:56That's exactly what I unpack in my conversation with Ryan Fenerty. Instead of talking about AI in theory, we discuss how leading investors are using it to surface differentiated research, move faster than competitors, and make more informed investment decisions. If you're an investor looking to gain an edge through AI-enabled insights, I think you'll find this conversation valuable. You can access this limited release episode by going to alpha-sense.com slash how I invest. That's alpha-sense.com slash how I invest. To quote Charlie Munger, if you want to understand somebody's behavior, look at their incentives.
18:26Sometimes it's as easy as that. Some organizations think from first principles, how do we best incentivize our investment team to get us the best outcome? That is definitely true. And when we partnered was a new GP and we're usually fortunate that we end up being one of the, have very close relationships with our GPs and sort of our thought partner. And they'll ask me often in the fundraising process, okay, we seem to have good demand. These are the LPs that are interested in partnering with us. How should we select and how should we construct our investor base? Do you know how to compensate it?
18:59Because that will tell you a lot of how they will behave. Do you know who is compensated differently for a co-investment versus the fund investment? Do you know who's compensated based on annual numbers? Or maybe something that's more aligned with, you have a long horizon investment strategy, you might have a deep J curve. Is their internal compensation model actually aligned with the potential challenges and pitfalls of your strategy where you don't want to be judged on a quarterly basis or an annual basis. And most GPs have no idea how their LPs are compensated. I think that's a mistake because you can only litigate so much in the documents.
19:42What you really want is a set of commercial partners that you know when whatever happens, you find, right, the world has the next Lehman event and you need to sit around a table and make a commercial decision. Should we extend the fund line? Should we expand the fund? Should we do something that was not thought of in the legal documents. You want to know how they will act at that moment in time and what are their priorities, because in the end, incentives do matter in human behavior. And I think a lot of GPs have no clue what their LPs will do in these situations based on their incentive model.
20:17Incentives are a very sensitive topic. How should GPs go about figuring out the incentives from LPs? Well, I asked them what their GP commitment is. I know everything about their incentives. I don't think there's a sensitive question. You're just about to enter a 10 plus year partnership. Why wouldn't you want to know that? And why wouldn't both sides want to know that there's good enough alignment, good enough understanding of what both people are getting? The problem with most private strategy is you have issues don't arise in year one, two or three, right? There's a slow feedback loop. Everything starts off well.
20:54it's in years seven, eight, nine, where the challenges come. And so I think it's in both parties' interest that everyone's eyes wide open on who's partnering with whom and what their incentives are and how they might behave. Staying on this thread of GP, LPs, incentives, you mentioned legal docs. Are legal docs really the draconian, the nuclear option, and 99 % of things are figured out between GPs and LPs through constructive conversations. How would you categorize the relationship versus the legal docs if you had 100 points to split? Legal docs matter very little. If you're one of the two thought partners to a GP, you're in very regular dialogue.
21:39I think the conversation, and you always get disappointed on occasion, but across my relationships, I think I have partners I can do things handshake with. I think they would say the same of me. And that's arguably one of the most important things when you enter these very long-term relationships. We're all professionals. We all have a fiduciary duty. Yes, you have to have legal docs that are workable. But if that's what you're relying on, maybe you shouldn't enter the partnership. Goes back to the incentives. Maybe the incentives are misaligned if the legal docs need to crystallize some of the terms.
22:14It's a very complicated topic. It's very desyncratic to the individual situation. I don't want to oversimplify it, but I do think in the end, I'm in the people's business. And I'm trying to find people where there's trusted relationships. I'm trying to find people who are, it's fine if they're driven by wealth creation, but they're motivated by excellence, wanting their competitive juices are not just measured by their bank account, but having, being a world-class investor, being best in their, in whatever their chosen strategy is.
22:51And ethics matter. My most interesting conversations that have gotten me over the line with new partners have nothing to do with the investment strategy or only indirectly. I want to know what makes them stand tall in a room of purest 10 years from now. And it better not just be the size of their bank account. They must love their business enough that there are other things that inspire them about what they do. is the way to ascertain that to see how they have been historically so that really occupies reason that helps we do a ton of referencing a lot of in-person time so it's it's hard for me when something really interesting shows up and said look we're closing in two months time even if i can get the same whatever it is 50 hours together across multiple years is much more valuable than 50 hours.
23:47You want to see that slope versus... So ideally, you always make exceptions. This goes back to frameworks versus rules-based, but then it raises the bar dramatically. Maybe you could double-click and explain this frameworks versus rule-based investing as an allocator. Rules-based investing is... You know exactly what you're looking for. you run around the world of the global remit trying to find things that tick all these boxes right and it by definition is based on historic data you come up with rules based on lived and observed experience and it is your definition of like what is most likely to succeed to help support whatever remit you have, right?
24:36Framework-based is acknowledging that there's a lot of information in the past, and that helps set the stage of what you filter for, but it acknowledges that some of the most interesting things will just look different.
24:58and sometimes it's worth taking on one of your risk categories right so in your rule book it might say this is a little bit risky but if you're compensated for that risk it's okay to violate this rule in the framework right whereas in rules-based investors like look we're not going to do that because the score is a three on this i might say it might score a three on this variable but hey look at these three incredible palantir engineers that talent scarcity it is being applied in a novel way where i can understand how this could really transform the upside case and when i look at this it is okay for me to violate a part of my framework because i'm potentially getting something in return right and it shifts the entire debate into what is novel, what is different, what sits sort of outside of our framework, and then it prices it in.
25:55And we're in the equity risk-taking business. So we're supposed to take risk. We're supposed to be conservatively courageous. And so how do you do that? You have a clear understanding of what you look for, and then you challenge it all the time. And when something's different, that doesn't make it bad necessarily. And some of the most interesting investments Or when the model has just been tweaked or looks a little bit different. Or you might have a philosophy of equal partnership is the best setup. An organization, you only want to back equal partnership. What are some incredible investors who run a CEO-led strategy?
26:30And if you're rules-based, you might struggle. You might not spend time. But you suddenly spend time with an organization that looks a little bit differently. And you start on asking different questions. around, okay, so if this is CO-led strategy, how do they attract and retain the best talent? It feels like, and my framework just tells me where to put the emphasis of my due diligence. But if I answer it, it's okay if something looks totally different. When you look at your portfolio, do you think ahead of time, what percentage of your portfolio you want to be rules-based and which ones do you want, for lack of a better word, breaking those rules?
27:06I don't want any rules. I just want a very disciplined approach to what we underwrite. I don't want creativity for creativity's sake. So this is not that riskier things are framework-based and less risky things are rules-based. This is that the entire process, whether it's a plain vanilla strategy or something novel, allows for the identification of things that are different. it forces a clear discussion of them it creates accountability of when you're taking on something that is different but you also know because you we're going to get a lot of things wrong and when you get things wrong you should not have knee-jerk reactions you should be able to go back and say would i make that decision again and if i said yes it was to give an information i would make that decision again then it was an okay risk to take and i tell my team all the time we have to write very nice investment committee memos because we think actually being able to articulate so they're all it's in word not in powerpoint it you have to really express sort of write a good 15 20 page document on any of the investments we do there's a sort of a risk section in the back and i always say this is your get out of jail free card if you describe in there the risks that we've identified, that we're willing to take on, and something goes wrong because of that, I'm okay with that.
28:39Because I know we've debated it. I know we priced it. If something goes wrong and it's not in the risk section, then maybe we made a mistake. In other words, you're not punishing the scientists for setting up the experiment. As long as the experiment is good, you just want to make sure that the experiment is well thought out and then let the results be what they are. Again, nervous was the word experiment because that want a pretty high hit rate, but yeah, that principle is correct. To many people, it might seem, well, why is the University of Pennsylvania, why don't they just do all the rules-based?
29:04You get a look at all the top managers. But if you look back the last 40, 50 years, some of the top performing funds are in these novel strategies. If you think about the capital markets, it's a competition between supply and demand for specific strategy. If everyone's using the same strategy, the same right to win, the same differentiation, that looks a lot like data. And oftentimes some of those best opportunities are in novel ways. So novelty, to your point, is not a thing for its own benefit. It's a way to actually differentiate and to generate alpha in asset classes. This goes back to the early part of our conversation.
29:34We know the world is always changing. I can't afford to have a static portfolio. So how do I create a process where we occasionally can take on something totally different and new? and there are examples of organizations that have been very very successful for 30 years but they're pretty rare we should always be re-underwriting our existing portfolio versus a new opportunity set i think the discipline of having your existing portfolio always go up against new opportunities really important otherwise what you do is you just wait till something goes wrong in your portfolio, you get rid of it and then you have an open slot and you fill it with something new.
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30:22But in the perfect world, you can front run that process and you don't do that last fund where suddenly the business model was broken, the AOM was too big or the partners weren't quite as focused or the successful planning never happened, et cetera. And that already got competed away with something new because you've always been open to something new. Reminds me what Mel Williams told me is that when he gets net new capital, everything competes for his, I believe, 11 core managers. And the best thing most of the time is more money into those managers. Once you have alpha, you just pour as much capital as you can.
30:56Obviously, you have to build a portfolio, but alpha is just so scarce. Sometimes it's not just looking for something new. That makes sense to me. Both in my venture and buy-out portfolio, our top 10 relationships speak for the vast majority of our capital and uncalled capital. But they don't start off in a top 10 position. They grew into it. One, because we got more familiar, because successful firms tend to build on that success and we have quite a lot. It's a Stanley Drunkenmiller, invest and investigate, write a small check. And as you gain more conviction, you... I'm not sure I fully agree with this.
31:27Tell me more. And there are very, we have peers who've been very successful in this, but sort of this farm team approach, plant a lot of seeds and then really double down. One, I don't think that makes us a great partner. So just from a... You're an optionality. They're an optionality when really what we should be is their cornerstone. And really, I mean, we're really good at supporting young organizations in franchise building, right? I think a lot of investors who are raising Fund One totally underestimate how complicated it is to build an investment organization. and I always say you run an operating company first and a pool of capital second and hopefully we can be really helpful to you in that operating company building phase and at some point they're really good at it and they don't need our support to the same degree.
32:16If you have a farm team it is very hard to build that kind of relationship because you just can't spend that much time and it's like they're always on probation. So I think generally speaking we want to write a high conviction check from day one on I'm still over diversified it is I'm far away from being over concentrated so I can afford to do that it raises the bar for me on when to pull the trigger it is if I had the option to write a whole bunch of little checks and see how it goes it is very very hard to maintain the investment discipline all fronts so I would rather have a high bar make it really difficult to get into my portfolio then things slip in you have a rising star on your team you're like i'm not sure about this but they're really excited about let's write a small check there's some really difficult dynamics to contend with when you support for today's episode comes from square the all-in-one way for business owners to take payments book appointments man staff and keep everything running in one place whether you're selling lattes cutting hair running a boutique or managing a service business square helps you run your business without running yourself into the ground.
33:29I was actually thinking about this the other day when I stopped by a local cafe here. They use Square and everything just works. Check out is fast, receipts are instant, sometimes I even get loyalty rewards automatically. There's something about businesses that use Square, they just feel more put together. The experience is smoother for them and it's smoother for me as a customer. Square makes it easy to sell wherever your customers are, in-store, online, on your phone, or even at pop-ups and everything stays synced in real time. You could track sales, manage inventory, book appointments and see reports instantly whether you're in your shop or on the go.
33:59And when you make a sale, you don't have to wait days to get paid. Square gives you fast access to your earnings through Square checking. They also have built-in tools like loyalty and marketing so your best customers keep coming back. And right now you can get up to$200 off Square hardware when you sign up at square.com slash go slash how I invest. That's S-Q-U-A-R-E.com slash go slash how I invest. With Square, you get all the tools to run your business with none of the contracts or complexity. Run your business smarter with Square. Get started today. Support for today's episode comes from Square, the all-in-one way for business owners to take payments, book appointments, man staff, and keep everything running in one place.
34:32Whether you're selling lattes, cutting hair, running a boutique, or managing a service business, Square helps you run your business without running yourself into the ground. I was actually thinking about this the other day when I stopped by a local cafe here. They use Square and everything just works. Check out is fast, receipts are instant, sometimes I even get loyalty rewards automatically. There's something about businesses that use Square. They just feel more put together. The experience is smoother for them and it's smoother for me as a customer. Square makes it easy to sell wherever your customers are.
34:58In-store, online, on your phone, or even at pop-ups and everything stays synced in real time. You could track sales, manage inventory, book appointments, and see reports instantly whether you're in your shop or on the go. And when you make a sale, you don't have to wait days to get paid. Square gives you fast access to your earnings through Square checking. They also have built-in tools like loyalty and marketing so your best customers keep coming back. And right now you can get up to$200 off Square hardware when you sign up at square.com slash go slash how I invest. That's S-Q-U-A-R-E.com slash go slash how I invest.
35:28With Square, you get all the tools to run your business with none of the contracts or complexity. Run your business smarter with Square. Get started today. Support for today's episode comes from Square, the all-in-one way for business owners to take payments, book appointments, man staff, and keep everything running in one place. Whether you're selling lattes, cutting hair, running a boutique, or managing a service business, Square helps you run your business without running yourself into the ground. I was actually thinking about this the other day when I stopped by a local cafe here. They use Square and everything just works.
35:55Check out as fast, receipts are instant. Sometimes I even get loyalty rewards automatically. There's something about businesses that use Square. They just feel more put together. The experience is smoother for them and it's smoother for me as a customer. Square makes it easy to sell wherever your customers are. In-store, online, on your phone, or even at pop-ups and everything stays synced in real time. You could track sales, manage inventory, book appointments, and see reports instantly whether you're in your shop or on the go. And when you make a sale, you don't have to wait days to get paid.
36:22Square gives you fast access to your earnings through Square checking. They also have built-in tools like loyalty and marketing so your best customers keep coming back. And right now, you can get up to$200 off Square hardware when you sign up at square.com slash go slash how I invest. That's S-Q-U-A-R-E dot com slash go slash how I invest. With Square, you get all the tools to run your business with none of the contracts or complexity. Run your business smarter with Square. Get started today. This over-diversification, it's a common investment theme. I had a former investor from the Cornell Endowment explain it that a lot of investors were actually double diversifying.
36:58So they want diversification on the portfolio level, but they also want on the manager level because they're so sensitive towards any one manager not doing well. Do you think in general, LPs double diversified versus looking at it as a complete portfolio? This is absolutely true. I sit on over 40 LPACs. And I can't tell you how many times LPs are asked a question of diversification within one manager's fund. And I'm like, why do you care? I mean, I get that the manager doesn't want to put all their eggs in one basket or too few eggs in their basket. I want conviction. That's all I'm looking for.
37:41And if my manager comes to me and says they want to put 40 % of their fund and they have a big GP commitment into one deal, I love it. But even with having sort of that approach to conviction and concentration, when I look across all my relationships, and we don't have very many relationships, we're over diversified. And really, you should not look at just your asset class, you should think of diversification. If you do your job really, really well, and you have our type of setup, diversification should be just on the endowment level across all asset classes, It's really hard to do, but that should be sort of the real goal.
38:17So I love co-investing not because we might pay a little less fees and carry. I like co-investing for a couple of reasons, one of which is I can get really big look-through positions into some of the highest conviction companies of my partners, and I'm okay. We have a couple of businesses that are 1%, 2%, 3 % of our entire endowment, and I can live with that. Most LPs can't. I saw a headline, UNC endowment was 10 % in SpaceX because it had gone up some absurd amount and everybody saw it as a crisis. I thought, what a great investment. Don't spend that money before you've harvested it. But I mean, it's a good problem.
38:57It's a wonderful, I mean, that's why you're in venture, right? In venture, you can get these outsized returns that can be transformative for a pool of capital like that. So it's a luxury problem. there's some sort of endowment management and portfolio management things you have to work through on the interim spaces until you've sort of fully harvested that position. But I mean, good for them to have that problem, right? Concentration versus diversification. Why concentrated portfolios on average outperform overly diversified portfolios? And my understanding of this is the way that I explained it on the most simple level is if you're a manager and you're looking at 250 opportunities in a year, you have a top 10 opportunity set.
39:42And within that top 100, you have these top 10 that you really like. And even within that 10, you have the top three that you really like. If I'm forcing you as an LP to invest into 15, your average, you're going to go down to your number 12, 13, 14, 15th position versus if you have a portfolio of 10, you get to pick your top 10. Is that really what it comes down to or is there more to it? You have to believe that you select better in a continuity your portfolio. Otherwise, it doesn't change your returns, right? You actually know which part of your portfolio is better. If every deal did the same, it doesn't matter if you have a lot of them or a few of them, right?
40:15I agree with you. I think selectivity matters. There's only so many good deals. In certain strategies, there might be only so many good deals, right? Venture is complicated, especially early stage venture, because you need to be in the right businesses, but it's very hard to tell what the right business is. So you do need enough shots on goal. And so it's a bit of a separate conversation. But in buyouts, I do think concentration forces a lot of discipline around not having the marginal deal slip in. It means there is no room for the mid-level person who wants to make a career and knows they get promoted based on deployment because the slots are so rare.
40:56Now, you do have to ask some other questions sometimes. Some investors become risk averse, right? They worry too much about the downside protection. and talk about my lessons learned over the last decade. I mean, that's one, right? Overweighting downside. You go back to what we talked about, this rules-based, you need every deal not to be bad versus really going for the big deals, for the winning deals. I'm the opposite. But you're saying that's the risk of a manager. If you only give them 10 positions, they have to justify every 10 position. They can't take any risk of anything. They're worried that a single write-off impacts their portfolio too much.
41:31Here again, I think if they focused on making sure there's enough right tail, you don't need that many deals too. If you can get three to five X outcomes in a buyout strategy, if you have only eight deals, you can actually afford a couple write-off services. But that is human nature. That's a hard thing to live by. I've had several allocators say today, the venture capital ecosystem is more confusing than any time in their 20, 30 year career. Do you find that to be the case? You can't compare it with 10 years ago, let alone 20 years ago. It is scaled so much. It is a totally different ecosystem.
42:12The capital inflow has gone through all the way from growth all the way down to seed. You can see that in valuations. The amount of capital that's been available on companies staying private longer creates a whole different dynamic. We have an early stage bias. That hasn't changed for us. you only read about the exciting parts of venture I think for most investors be very careful whether you want to include venture in your portfolio you need to be able to get into the best firms it is close to impossible to build a high quality venture portfolio if you don't have access how do you define the very best firms combination of firm brands and individual partner brands and If you came up with a list, if I asked you to name what are the top 10 venture firms, and I didn't pick anyone else who's remotely interested in venture, I guarantee we overlap on 80 % of it.
43:13There's consensus at the top. I think there's consensus at the top, and it doesn't really matter that we think that. The entrepreneurs think that. And the entrepreneurs are smart. And they're like, who is maybe going to help me? But who's going to really help me raise the next round of money? who increases the likelihood that I can raise a Series B after my Series A. And I should have them on my cap table. And then maybe I'll take someone else, someone that I feel resonates with me or understands my industry even better. And entrepreneurs have gotten smarter, right? They're not giving 20 % to one single firm.
43:50But the way you know if someone's a top-dear brand is, go and speak to all the entrepreneurs and which entrepreneurs tell you all. All else equal, I will take their money at a discount on valuation because I think that's actually still accretive to me. That's the sort of the mathematical test of who are truly the top tier firms. Professor Ilya Stribula from Stanford actually did a study on this, whether there was a brand discount for highly branded firms. And that's what he found is that founders are willing to take a lower valuation from the top funds versus just a regular fund. The other way to look at it is repeatability of success.
44:27And you can actually go back in time. And we did this. You can prove out that brands matter because - The persistence. The persistence, except for seed. And seed, you cannot, except for Y Combinator, which is a structural advantage on the seed space. Why do you think there's no persistence in the seed space? A couple of reasons. One, it's really easy to raise a seed fund. So there's just a lot of them. and then if you're a successful seed firm, most of them then aspire to be a series A firm. And so I think there's maybe some that could have built that, maybe sort of leave the market. I also think this is very hard.
45:12At that moment, I have very little to look at. And so just the curation of a portfolio that I think can happen at every other stage is very hard. And so I think this, right, these are the artisanal skill of being a good picker. It's quite hard to execute on at the seed stage. I'm not saying it's impossible, but it's versus any stage later. We ultimately do need successes in your portfolio, right? You need round-trip journeys that build your brand. You said something that reminds me, venture capital is an access class. The founders pick the top GPs in many ways. The GPs pick the top LPs. When you're looking at how these top founders are putting together their series A, series, B series, C rounds.
45:53There's always the lead check, but what do you think that those founders are looking for from the non-leads? Different founders look for different things. Domain expertise can be one. Trust of conciliary is another. A lot of these founders are still very young. Many are doing this for the first time. They might be really, really smart at what they're building. But that doesn't make them necessarily fully secure and not wanting to have someone around them that they can bounce ideas off. So I think there are a couple of the very successful partners who think people choose them because they want them on their board and they want them as a sounding board.
46:32And sometimes you just pick a second relationship because you know you want another balance sheet in the background that might step in. That's a rational behavior pattern. Do you risk your next fundraise? What about network centrality? That's what I've been on the list. And how would you explain that? A lot of founders tell me they want GPs that have network centrality. This sort of ties into how do firms stay relevant as partners age and all of those type of topics. But when you look at the entrepreneur community in the cutting AI companies and who are the arguably relevant founders that you should know, this is we're not talking about thousands of people right that's probably measured in hundreds that in the grand scheme of the world's economy that's a minuscule group of people
47:30and many people know the names of these people but not many have close relationships to multiple ones of them so for me network centrality can be also around some diaspora from some of the most successful companies and everything. Do you have the mind share of this small group of, let's call it a thousand, probably less, most compelling entrepreneurs or soon-to-be entrepreneurs, right? Some of them might still be within another company that are disproportionately more likely to go on an entrepreneurial journey, have the insights, the credibility to go and raise money and venture as much as it gets a lot of coverage and build some amazing business is actually, at its core, still a very small community.
48:25The best answer that I've heard about this networks and GPs not aging out of their networks is you need to find the next one. So you were in PayPal, then somebody went and they started SpaceX. Now you're in SpaceX. Now somebody else went and started Castilian. Now you're in Castilian. So if you're making the right investments, you're going to get these not only companies, but these alumni networks and these great companies. That's right. And personality matters from a GP side. I think there are just some people who are just extremely good at talking to entrepreneurs. Sometimes it's because of the technological depth and they can have a mind meld, but sometimes they just understand the insecurities, the fears, the concerns of the entrepreneurs at that moment in the journey.
49:15And that goes a really, really long way. That's why I got my master's in psychology. I thought if you could understand the entrepreneur's mind and the LP's mind, you have a specific competitive advantage over others. I think that's right. There's this famous essay by Paul Graham about how nice guys could still finish first in terms of VCs. Do you believe that nice VCs could be successful? Yes. And why is that? Business acumen has nothing to do with being nice or bad. So if you believe understanding business models matters, right? Maybe at the early stage it matters less, but I think as you go on, especially as the later stage rounds, understanding business models really matters.
50:00That is irrespective. Bad guys can be good at it. Good guys can be good at it. I also think different people select for different things. I like smart, nice people around me. I can respect or have a business relationship with someone who's a little less nice and really smart. But if I get to choose, why wouldn't I? Venture is unique. A lot of it matters getting on the cap table. and then we can have a debate on how much value-add you can do beyond that. So there's sort of the nice people can have a very strong entrepreneur resonance. Sometimes very dramatic people can have strong resonance too and can be really impressive, but I think there is room for nice people.
50:43I think having founder empathy matters, and this goes back to the comment I just made, like understanding a founder's insecurities and fears and being able to support and help those, sometimes without describing them as fears and insecurities, is really important. I think it's good guys can come in first. I like to look a lot of these things from a morally neutral perspective just to try to get to ground truth, and then we could judge whether it's a good or bad thing. And there's a bit of a paradox, which is a lot of the people that have questionable ethics, they'll say and do whatever to get into the round.
51:25And this is a common thing, VCs overpromise. And then there's the nice guy or the ethical guy or girl, however you'd like to frame them. And they might undersell. And the way that I look at this aggressive, the overpromising strategy, it's a high beta strategy. It could work in the short term. If you have a couple of hits, you could kind of get this persistence flywheel of you're in the top deals. Now you can talk about the top deals, but if you don't, your reputation burns out very quickly. And this nice guy or girl can actually compound over time, maybe a slower start, but they start to have this reputation where when founders reference each other, which founders always get their information from other founders, at least the great ones, they start to kind of build this reputation as being founder-friendly.
52:06I probably wouldn't frame the world quite that way because I don't think being nice means you can't be aggressive or you can't be very direct. I actually sometimes think the nicer thing you can do is be just incredibly honest and stepping on some toes early on but people know that what you say is what you mean is a great way to build a relationship and is actually being a nice person in life and in business you don't want to have to say second guess your partners and so for me being i mean a little bit of definition of i guess what is nice is this actually being brutally honest is part is a really important trait because it's very level setting and people don't know they might disagree with you but they know where you stand and so i'm not even sure you start slower or not it has to do with sort of a trust building exercise and i agree with you there's many people who will say anything to try and get in a deal and then disappoint and i think that part i totally agree with and reputation matters this is a game of many, many repeated at-bats and eventually people do learn whether you are a serious person or whether you're an honest person.
53:19It's also a great self-selection aspect to telling people what you feel to be the truth. You get to see very quickly how somebody reacts to feedback and whether that's somebody that you want to compound over many years or whether that's somebody that's just, there you go, so fragile, that's always going to be a fragile relationship. That's generally true. I mean, sometimes you might say, It's a really complicated topic because at the same time, I've had many conversations around the best entrepreneurs don't really want or need feedback. And that might actually be statistically true. Alex Carr, Peter Thiel, Elon Musk.
53:52All of them probably absorb information really, really well. It's how they get their feedback is probably, you just need to be quite sensitive to that. They don't. They're okay taking the responsibility of the decisions. My guess is all of these guys are extremely good. and actually how they build their knowledge base for many of their decisions. And so they do take feedback. They don't want it forced upon them. Reminds me of the story of how Mark Andreessen first met Mark Zuckerberg, and Mark Zuckerberg was very quiet and didn't really say anything. And Mark Andreessen came away from that meeting thinking, one of two things is true.
54:26One is either this person is extremely socially awkward and just very shy, or two, he is just the ultimate sponge. He was just listening to everybody in the room trying to absorb information. And as soon as he figured out that he's just the ultimate sponge, that's when he decided to invest and join the board. I can think of a couple of our partners who run firms where their superpower is actually listening and knowing who to go to get their questions answered. This generally is a really important skill set. It's not because you're top of the firm that you need to know all the answers and do the math behind the decision.
55:02Sometimes it's knowing who to go to, And especially in the venture world, which is so dynamic and you're looking at so many different questions, are you really, really good at identifying the right questions and the right experts to answer those questions? And that's a very de-risking capability. Some people don't have that, the right sort of internal setup to do that. Our advisor, Britt Harris, who is formerly CIO of UTEMCO, and he was CEO of Bridgewater for a while at Ray Dalio's firm, and he always talks about this believability, which is who is the biggest expert in a specific field, and knowing, it's a meta question, it's not knowing the questions to ask that's important, it's also knowing the questions of who to ask and who has that believability.
55:47Yeah, 100%. How is AI going to transform the private markets? The biggest challenge right now a good investor has a clear view of what is the business they're selling five years from now i think this is very hard right now for a lot of businesses what modes will persist how do you think about technology obsolescence what modes remain or what are new new modes switching costs all those type of topics i think they're harder to interpret than ever so how does that translate into how do private markets look different. There's a downside scenario where you say you shouldn't have been in private markets.
56:30Actually, the opportunity set was better captured in strategies where you can move in and out quicker and that long-term illiquidity is not the same advantage as it did in the past because you just, you have to be more responsive. The optionality is just much more valuable. The optionality is much more important. look i think overall private markets has less to do with ai every alternative asset class i mean capitalism works in this country it works incredibly well and so putting ai aside you have cost of capitalists come down in venture it's come down in buyouts you should assume base case returns are going to be lower so you have to be creative and you have to being a median or mean it's not where you want to be you never want to be in venture in that place and i think being top quartiles become even more important to the questions what this top quartile mean and buyouts i'm more comfortable to predict because i think it is who has operational value add that's going to be more differentiating again so if you go back 20 years or whenever the sort of the operational value add playbook started to be part of the buyout industry It wasn't just about financial engineering.
57:46And there were some early firms that then made a name in that space. But these playbooks were quite easy to copy, right? And nowadays, most firms have some sort of operational. There are very few unique playbooks. I think we're going to go through a period where playbooks look more unique again. And we're going to be able to separate out firms who have done well on upfront. There's an argument to be made. that you can actually create IP in a way that maybe you couldn't with the traditional operating playbooks, where going back to that example of a partner who's really creative on dispatch management and route planning, the AI that started to take that over, you can hear about that.
58:35Because there's no one to hire. I mean, there's only five people who built it, so if you can't get one of those people, that IP might be yours to keep if it's truly unique and have some novel ideas and might not be, maybe it's easy to copy, but maybe it's not. And I think there will probably be scenarios where people can build within very closely held operational playbooks that are quite interesting. I don't believe anything is truly unique for very long periods of time, but you ask me about five years, five years from now, I think we'll be able to distinguish who really adopted AI and created a new level of operating playbook where it's not just about productivity enhancement, where it's being able to go in and change workflow, work streams.
59:25On the product innovation side, this can iterate quicker than their peer groups, which gives them a competitive advantage and ultimately delivers a much better customer relationship. so that i don't think to be more necessarily more or less private equity i just think we will go through a period where we can separate it's easier to separate firms and historic performance is not going to tell you who those firms are going to be goes back to rules versus frameworks the frameworks approach today becomes more and more important given all the moving pieces? I think so, but it's my approach to how we sort of try to manage our team.
1:00:11Had a prolific career. Morgan Stanley, Parthenon, Goldman, HIG. If you could go back to when you first started at the University of Pennsylvania Endowment 11 years ago, and you could give yourself one piece of advice, what would that be? Be comfortable to take risk, right? The challenge of the opportunity really and why I wasn't looking to join an endowment, but when I was doing my referencing on some other jobs, Peter and I struck up a conversation and what was really unique was that we were really subscale and not fully institutionalized and professionalized the way some of our peers were. So at the time we were roughly 9 billion, it was less than 10 % in private equity.
1:00:52And so I faced the challenge of really drawing this private program today where 30 billion and over 40 % in private equity. This is roughly 2015. So it didn't feel like we're bottom of the cycle. So sort of you feel like you're trying to build something going into the top. Well, did I know that the cycle was going to go for another six years, right? And so there is a tendency that you overweight downside protection. And downside protection would be structural or it could be that you're really prime assets. And the opportunity, so we haven't lost any money on strategies that were distinctly viewed as more downside protective, but the opportunity cost of those is really high.
1:01:31And I should have spent all my time really establishing whether there is a real right tail to the strategy, how fat that right tail is. Is this manager investing behind the right tail outcome from day one on or only when the first two years have gone well? Take the risk. There's a manager who day one on believes in the upside case goes off to the upside case because that makes up for many sins and actually provides you with a lot of margin of error, especially because we're slightly over-diversified anyway. So that would be probably advice number one. What's advice number two? If I were in this position today, there's been a huge evolution in the markets, especially around secondaries.
1:02:12The secondary markets, which I probably scoffed at a little bit years ago and thought it was sort of a sketchy backwater of private equity, they've professionalized dramatically. And you have the ability, if you are growing a program, to immediately create a much more mature program. You don't have to go through the full J curve. You can have vintage diversification. You can have the cash flow dynamics of a longstanding program way earlier. So I will consider how do you use secondary markets to really, in a much more de-risk way, get much quicker to a mature steady state program. Then you can choose, do you keep the secondary component or do you sort of unwind that and then go back to a fully primary program or not?
1:03:05Thomas, this has been an absolute masterclass. Thanks so much for stopping me. Thanks for having me. If you enjoyed this conversation and want to hear more conversations with many of the world's leading investors, subscribe below.
From the publisher
AI isn't just changing technology—it is reshaping how investment firms create value, evaluate managers, and generate alpha.
David sits down with Thomas Scriven, Managing Director University of Pennsylvania Office of Investments, institutional investor with experience across private equity, endowment management, and investment banking, to discuss why AI-native investment firms may outperform traditional firms, how great LPs evaluate GPs, why concentrated portfolios often outperform diversification, and the investing frameworks that separate elite allocators from everyone else.




