All right. For important disclosures, please see the Morgan Stanley Research Disclosure website at morganstanley.com/researchdisclosures. The taking of photographs and the use of recording devices is also not allowed. If you have any questions, please reach out to your Morgan Stanley sales representative. All right, with that out of the way, good morning, everyone. Thanks for joining us here on day three of the Morgan Stanley Financials Conference. I'm Mike Cyprys, Equity Analyst, covering Brokers, Asset Managers, and Exchanges for Morgan Stanley Research. For our next session, I'm excited to welcome John Redett, the CFO at Carlyle. As many of you know, Carlyle is a global alternative asset manager with over $400 billion of assets under management across private equity, real assets, credit, and solutions. John, thank you so much for joining us here this morning.
Mike, thanks for having us here today, and it's good to be with all of you. As you know, we've had a very good relationship with Morgan Stanley, so thanks for inviting us.
We appreciate it.
Why don't we kick off with a little bit of an introduction of your background and your transition to the CFO role? You've been at the firm, at Carlyle, for many years. You stepped into the CFO role, I think it was about a year ago, actually, this time. How's the transition been, and how are you allocating your time these days?
Yep. So, I've been at Carlyle for 17 years. Up until I became CFO around 12 months ago, I think it was officially nine months, but when I transitioned 12 months ago, my last job in private equity was I ran financial services, private equity globally for Carlyle. And I've been, of the 17 years at Carlyle, 16 of those have been, on the private equity side of the business. So, I've been at the firm a long time. And look, being a public company CFO was not on my list of things I wanted to do in life. But when we, you know, we had some turnover at the CEO level, we hired Harvey. And I spent a lot of time with Harvey when he joined.
I was the Financial Services Expert in Carlyle, so I spent a lot of time with him. And, you know, the banking crisis, many banking crisis we had hit right when he kind of started, so I spent an extraordinary amount of time with him. And I really liked the way he thought about the business. And it was really, in my opinion, the first time we have had a real world-class operator run the business. So when he asked me to be CFO, I jumped at the opportunity. I was quite excited about it. So kind of 12 months in, you know, I think the transition's been pretty good. I think what has enabled that to be quite smooth was A, I've been at Carlyle for 17 years. I know the firm exceedingly well.
I know all the senior people at Carlyle. And two, I've spent my entire Carlyle career and my career before Carlyle in financial services, so this is just a sector I know exceptionally well.
Great. Maybe you can kind of give us a little bit of an update on the strategy that Harvey has laid out.
Yep.
Talk about some of the progress that you've made so far.
Yeah. So, I think you just need to take a step back and kind of more at a high level. We have made some organizational changes that I think create better alignment to drive growth within the organization. If you look at the management team in place, it's entirely new. You know, Harvey's been here 15 months. I've been the CFO for 12 months. We have a new COO, we have a new Chief Technology Officer, we have a new Head of Distribution, we have a new Head of Wealth Distribution, we have a new H ead of Communication. So the entire management team is new. And I would say, we've been incredibly fortunate because this team works incredibly well together, and that's not always the case when you make those that amount of changes.
So, we have a new team in place. Some of the, I think, the big changes we made in the last 12 months, and Harvey led a lot of this, was the first thing I tackled when I became CFO was our compensation. And, our compensation structure really had not changed much since we went public, you know, 12-odd years ago. And most of our competitors have altered their compensation structure. So we spent a lot of time internally, very carefully thinking through a compensation construct that created better alignment among our stakeholders, our stakeholders being our employees, our shareholders, and our LPs. And I think we put forward something in the fourth quarter that really reflects that hard work.
Anytime you adjust compensation in a human capital business, you have to be careful. I think that change was incredibly successful, very well received. And there's, you know, an additional component to that in terms of how we granted stock to people that are actually driving the growth in the business, and that stock's tied to our stock price, which is the first time we've ever done that. So those were some big changes. We completely rethought how we think about capital as a firm. I don't think Carlyle, as a whole, really was all that analytical in terms of the allocation of capital, so that's completely changed. And lastly, expenses.
You know, I think the firm had just gotten a little fat, and it was pretty easy to find opportunities to where we were not spending money wisely. This was not an exercise about cutting to the bone. This was just kind of, "Let's make the firm more efficient," because I do think more efficient firms are better able to kind of respond to market changes and grow. And I saw that in the 35 investments I made in the private equity space. So you know, it's a lot of change in 12 months, and I think when you look at the financial results, you know, you're starting to see that change happen. So fourth quarter FRE was a record. Last year, 2023, FRE was a record. First quarter, FRE was a record.
Our margin is kind of in the mid-40s, our FRE margin. I mean, if you go back 10 years, it's probably averaged 20%-25%. So these are some pretty big, pretty big movements. So, you know, I sit here and look at the business today, I feel very good about the momentum the firm has. And kind of when I take just a step back and I look at the platform, I like the collection of businesses we have. I like our credit business, I like our PE business, I like our solutions business. I don't see any real gaping holes.
So you've mentioned margin, you mentioned expenses, so why don't we just dive into that angle? I'm gonna jump ahead to my mar.
Yep
Margin and expense question here, and, and instead, we'll come back to some other topics in a moment. So you have a 40%-50% margin target?
Right
For this year. Maybe just talk about some of the underlying contributors to get there. You know, clearly, you made some changes on the compensation side, but as you kind of, you know, look ahead on a multi-year outlook, maybe you can help unpack some of the building blocks, whether it's around the fee activations, and give us a flavor for the type of expense growth. You've mentioned some expense cuts you've put through. Is there scope for more? Is there scope for more efficiency ahead?
Yeah, I mean, look, this is, this is never going to be an expense, expense story. This is gonna be a growth story, and we're, we're completely focused on growth. That said, you know, I'm running the firm like I'd expect the CFO of a portfolio company to run the firm. Let's spend the money wisely, like it's our money. Let's operate the business efficiently. So, you know, when I kind of look at the margin going forward, it's gonna be a combination of the comp change we made, running the business efficiently, and driving growth across our three main businesses. We put that 40%-50% range out there, and I realize it's a pretty large range, and we're kind of operating already at the midpoint of that range, kind of 45%.
I know our margin was 47% in the first quarter. I think it was 43% in the fourth quarter. You know, I think we can operate the business in the mid-40s for the near term. It would be my hope and intention that we could run the business at the high end of that range down the road, and I'm pretty confident we can get there.
That's more like a medium term, couple of years.
Yeah.
Type time frame to.
Look.
To get there.
We're gonna do it in a way that makes sense for the business.
Fair enough. Why don't we take it up a notch? Big picture, and maybe we could talk about some of the macro trends that you're seeing across the world through the lens of your portfolio, whether it's inflation.
Yep.
High interest rate backdrop. Just curious what you're seeing and how that's impacting some of the portfolio company trends in terms of revenue and earnings growth?
Yeah. So we're certainly operating in a different rate environment than most of us have been operating in for a long time. And the you know the time these rates went up was incredibly swift and quick. In terms of you know our capital structure I would say we were very forward-leaning and aggressive at the beginning of this rate hike cycle so I feel very good about our capital structures. I don't think we have a meaningful refinancing till 2026 or 2027 so I sleep very good at night on that front. In terms of kind of looking at our portfolio and I'll start with private equity I would say our portfolio is performing a lot better today than I would have expected a year ago.
You can kind of see the dilemma that J-PAL faces when you look at kind of the data, and we have unbelievable data. We have companies we own all over the world. You know, we employ, through our portfolio of companies, I think 1.3 million employees, so we have unbelievable data. You know, look, in the U.S., in our PE portfolio, our EBITDA margin. Our EBITDA is growing kind of 10, 10%+. Our revenues are growing kind of 7.5%. Our margins improved in the last 12 months, 150 basis points-200 basis points. Our portfolios are performing really well. When you kind of look at that, when you look at our credit business, it's a very similar story.
Admittedly, we probably go a little more higher up on the credit spectrum, but our asset quality metrics are at historic lows. So across the portfolio, our performance is better than I thought it would have been.
And related to that, you guys have about $75 billion of dry powder. So maybe with that backdrop that you outlined there from a macro standpoint and some of the portfolio trends, where are you seeing some of the interesting opportunities?
Yep.
To put capital to work? Any areas that you're avoiding today?
Yep. So, yep, we have $75 billion of dry powder. Roughly, I think roughly half of that is in our private equity business. I like having a lot of dry powder as we sit here today. I think it's a good thing to have. Look, we see opportunities across the platform. I would say in private equity, you know, we just closed a Japanese buyout fund, which was meaningfully larger than our last one. They've been very active. They've been in the news recently with some deals. We see a lot of opportunity there. I would say in the United States, our pipeline of opportunity has picked up in the last couple of months, so I'm pretty optimistic there.
Outside of private equity, our solutions business, which is a fantastic business, unbelievable organic growth, they've been very active. We continue to see opportunity in our solutions business. That's secondaries, co-investment, as well as NAV financing. Really, in our credit platform, we're seeing opportunity across the platform. The asset-backed space continues to have a lot of tailwinds. I think that continues for quite a bit of time. I think there's some exciting things going on there. Our insurance business continues to have a lot of opportunities. The CLO market really opened up in the first quarter. We were very active. You know, I see a lot of opportunities across the platform.
You know, there's pockets where, you know, the pipeline's not as good as you would like it to be, but generally speaking, there's a lot of opportunity across the platform.
That's encouraging to hear that the private equity pipeline.
Yeah.
Picking up.
It is encouraging. And it, you know, it's a couple months ago, it was a little slow. I think we're close on a couple of things, so, you know, I feel pretty good.
So.
But, you know, look, that's very dependent on markets. And I, you know, look, I'd say the debt markets are open. The IPO market is not as open as investment bankers tell you it's open, but it's getting better.
Okay. Maybe shifting over to the exit backdrop, you had a very meaningful.
Yeah.
Large exit already this year. And when you look at the overall portfolio today, particularly on the private equity side, how much of that would you say is exit-ready, and you're just sort of waiting for a better backdrop, macro backdrop?
Yeah.
For sort of pulling the trigger and realizations? And do you need the IPO market to come back in order to see meaningful exits?
So in our private equity business, I would say roughly half of the investments are four years or older. So we have a lot of good companies that we're ready to exit. You know, look, we have $2.2 billion of accrued carry on our balance sheet, which is a huge number. You know, look, if the markets kind of continue on their current trajectory, I think you'll see a lot of realization activity. And in particular, in the U.S., we have more than a handful of companies that we're ready to exit, and these are good companies. So I'm optimistic, but you know, we need these markets to continue to improve.
Having the IPO market openly available, accessible, is very helpful in terms of how we think about exits. Because, you know, oftentimes we like to run a dual track process, and with the IPO markets closed, you can't really do that.
Mm-hmm. How's the pipeline today of exits as you look out?
It's pretty full. It's full. I feel good about it. It's full of some high-quality companies that I think will have some real interest. So I'm pretty optimistic for the year. It's really hard for me to think about it quarter to quarter, but you know, over a kind of a longer-term trend, assuming the markets continue to improve, I feel pretty good about it.
Do you think the election could have any impact on the realization and exit pipeline or the deployment?
The election's probably a multi-hour conversation. You know, it.
What's the 30-second takeaway?
It's, it's entirely possible that a lot of things slow down in and around the election.
Okay. Maybe shifting gears to fundraising, you have suggested, that you could raise $40 billion of capital this year.
Yes.
Maybe talk a little bit about the building blocks to get there and what gives you the confidence in.
Yep.
The $40 billion?
So look, when we put the $40 billion target out there last year, we obviously had pretty good clarity into it, to put that out there. And we still feel very good about that number. I know our first quarter was lower than some people expected, but that followed a huge fourth quarter. So we expected it to be light. And actually, it ended up coming in exactly as expected, almost to the dollar. The second quarter will be meaningfully higher, so I feel good about that, and we still feel very good about the $40 billion number. So what I like, what also gives me comfort about the number is it's spread across our three businesses.
I'm not really dependent—we're not really dependent on one particular fund to drive us to that 40, 40+. So, it's spread across solutions, it's spread across credit, and it's spread across our private equity business. Our private equity business, including our real estate business.
Great! Maybe digging into some of the businesses, starting with private credit. Maybe just give us a sense of the capability set today.
Yep.
You guys have been building out the private credit business for a number of years. Maybe talk about the progress that you've seen so far, and where do you see incremental opportunities to continue to build out.
Yep.
The private credit business?
So look, the private credit business for us is—it's a very important business. We've been very vocal. We want to grow this business. We want to scale this business. It's a business we're very pleased with how it's performed. If you look at over the last four years, our FRE is up 3x, our AUM is up 3x. So this is a business that's growing. We're very happy with this business, in terms of how it's performed, but we also want to further grow and further scale the business. So I think when you kind of look at the spectrum of products you want to have on the credit platform, we have all the products we need.
Now, there are some areas where I think we need to scale, scale more, and we're focused on scaling those businesses. But, you know, we have an insurance business via Fortitude. We have one of the largest CLO, CLO businesses in the world. We have a very good opportunistic credit business. We have a direct lending business. We have an infrastructure credit business. And we're rapidly building a high-growth asset-backed business, which I think is going to be a big driver of that growth going forward. So we have all the pieces. There are certain areas where I think we need to better scale, and we're very focused on that. But, I think our credit platform will be a key contributor to our growth drivers going forward.
Which would be some of the areas that you're more focused on scaling, would you say, of the?
I think we can better further scale our direct lending business. I think we can better scale our infrastructure credit business. I would say our asset-backed business is scaling quite rapidly. I think we've gone from zero to $7 billion in 18 months, and I would expect that kind of acceleration and growth to continue. Another key driver of our credit growth is our wealth product, CTAC, which has very good performance, and that kind of is a mix of what we have across the credit platform. We're very pleased with how that product is performing and also starting to scale, and that's on all the major platforms you want to be on.
And when you think about scaling infrastructure credit, direct lending, the asset-based finance business, what are some of the steps that come to mind as you kind of look out over the next two years, some of the action items that you would envision taking? And would any of this be inorganic?
You know, inorganic gets into the whole kind of capital allocation conversation, and, you know, we could probably hit that right now if you want. You know, as I said earlier, I don't think we, as a firm, historically had been all that disciplined in terms of how we utilize capital, and you could argue, particularly on the M&A front. So we've taken a whole different approach in terms of how we think about allocating capital. And I think about capital simply on a spectrum of really... There's four things I can do: I can buy back my stock, I can give you a dividend, I can invest in businesses for growth, or I can go do something inorganic or M&A.
Where I sit today, I'm happy with where our dividend is. I'm more than happy to invest in the businesses for growth. But when I look at returns, I think I'm getting a better return buying back stock than I am going to buy something inorganically. Now, that could change. We might find something on the M&A front that is highly attractive and financially attractive, and we could pivot and do that, but we are very focused right now on the stock buyback. But, you know, I'm not ruling out M&A, but you should rest assured that if we did something on the M&A front, we will be incredibly disciplined and rigorous in terms of the analytics as to whether or not that works.
Since you've brought buybacks up, first quarter was very strong in terms of buyback activity. What can we expect going forward, particularly here into the second quarter and the back half of this year?
Yeah, so the first quarter, we bought back roughly $150 million of stock, and just to put that into context, I don't think we've ever bought back more than $200 million in any given year. So it's a significant significant size of a buyback for one quarter. We announced a large buyback in the fourth quarter. You should assume we're still gonna continue to buy back stock. You know, look, in the 12 years we've been public, we've actually increased our share count every year. Last year was the first year that we have actually shrank our share count. And you should assume that we're very focused on managing dilution going forward. But, I like, I like buying back our stock. You should assume we're in the market, and we will continue to buy back stock.
Maybe bringing it back to credit part of the business. Want to talk about CLOs. You guys have a leading.
We do.
Global CLO business.
Yep.
There's been some, well, a big recovery this year, clearly in CLOs, but there's also been a little bit of noise in some parts of the marketplace, that's impacting some credits and some portfolios. Maybe just give us an update on how this business is performing and how you're seeing?
Yep
The overall credit landscape today.
Yep. So this is a very large business for us. I think we're... At any given time, we're number one or number two in the world, so it's a very large business. It's a very high-margin business. I like this business. We've been at this business for 20 years, so this is not a new business for us. We have an unbelievable track record in this space. I think our default rates are roughly half the industry average, so it's a good business for us. We have a 20-year track record. We have a very experienced team. So I like this business a lot. We were very active in the first quarter. Quite frankly, the industry was active. We priced, I think, roughly seven CLOs in the first quarter. So it's been very active.
And kind of, you know, where I sit today, I think the risk of management fee deferral to us is immaterial. So I don't. It's not something I worry about.
That's encouraging. Maybe sticking with the credit side of the business, insurance, you have the partnership with Fortitude.
Yes.
Maybe just talk a little bit about how that partnership is evolving. Maybe just remind us around that arrangement, how that works, and some of the key areas of growth as you see ahead, because that's a closed block.
Yep.
The opportunities to drive any new origination there and how the pipeline is for M&A?
Yeah. So, we are very pleased with where Fortitude is. It's performing extremely well. You know, we closed the Lincoln transaction in the fourth quarter, which is a pretty important milestone for us. That business, Fortitude business, is up to roughly $80 billion of assets, so we're very pleased with how it's growing. And it's a unique platform. It's different than what others have done. We have chosen to date to go the balance sheet light approach. And, you know, to date, we've done that. Could we pivot down the road? Sure, we could pivot.
You know, Fortitude to us is, it's a closed block business, but we could do something outside of that space, outside of Fortitude, so nothing locks us into doing everything within Fortitude, and we look at a lot of stuff in the insurance space. I spent a lot of time in the insurance space. So I think Fortitude will continue to be a key driver of our growth going forward. And then kind of when I take a step back and look at the pipeline of just insurance broadly, and I think it's important, I just look at insurance as another source of funding. I can go to the wealth market, I can go to the institutional market, and then I have the insurance channel, which I like a lot because it's more long-dated.
So it's an important channel for us. But when I look at the pipeline of insurance opportunities, it's as robust as it's ever been. It's different, particularly when you look at the closed block side of the business that Fortitude focuses on. Historically, it's always been a pretty attractive pipeline, but it's been a little more centered around U.S. opportunities. And I would say today, our pipeline is probably more weighted towards opportunities outside the United States, which is great for us because we've done a couple of deals outside the United States. So the pipeline feels good. I like the trajectory of Fortitude, and we look at a lot of other insurance opportunities inside and outside of Fortitude.
What might lead you to pivot to a different type of arrangement? And how do you sort of think about that?
Well, we talk about balance sheet light versus balance sheet heavy all the time. But I'd say w e're very happy where we are today with the balance sheet light approach. But you know, there's a lot to like about having an insurance business that provides flow to you. And we do look at those opportunities, and we'll continue to look at those opportunities.
Are there any meaningful ones left in the marketplace?
Oh, yeah. Oh, yeah. I know there's some commentary out there that the market's completely picked over. I'm not so sure I'd agree with that. There are opportunities.
Okay, fair enough. Maybe shifting gears over to capital markets. You've mentioned aspirations to bolster your capital markets capabilities. Maybe talk about the progress there. Where would you like to get to as you look out over the next couple of years, and what the roadmap looks like to get there?
So to me, this is like... I would describe it as low-hanging fruit. Having spent my career at Carlyle in private equity, I never once thought about capital markets. And that's how disjointed the capital markets effort was at Carlyle. Harvey came in and really emphasized to people that capital markets revenue is critically important. It's part of our strategy. It's part of our growth. We are compensating people differently based on those sources of revenue. It's incredibly high margin, and I would expect that business. It's fully embraced internally. I never get questions about it. Everyone's on board. We compensated people year-end for that, and I think that was an eye-opener to people in a good way. I think our capital markets revenues were up 50%, 60% quarter-over-quarter. So we get the message.
We're delivering. I would expect that revenue to continue to accelerate as markets improve. And I think it could be meaningfully higher than it is today, in a better market environment.
As you're building out the credit businesses, there are also opportunities as well.
Huge.
How do you think about that?
Infrastructure, asset-backed, big, big capital market fee generators, parts of Fortitude. So I do expect, assuming markets continue to stay where they are or improve, I do expect to see a pretty meaningful uplift in that number over time. And again, it's very high margin to us, and it's a -- it's more of a kind of a non-balance sheet approach to it versus some of our peers.
Okay. Private wealth channel represents significant opportunity for the industry and for Carlyle. You guys have a few products in the marketplace. CTAC, you mentioned earlier.
Yeah.
And CAPM, another one on the solutions side. Maybe just talk about the traction that you're seeing, how you're thinking about scaling this from here, as well as the distribution resources that you're putting up.
Yeah
Against this opportunity.
Yeah. So I think the wealth opportunity is enormous for our industry, and I think it's a enormous opportunity for Carlyle. I still think it's very early days. I think this plays out over a long period of time, and the market opportunity is massive. The wealth market is massive. There's a generational change in wealth that's going to be massive, and the penetration of wealth alternative products in the wealth space is minimal. So there's a lot to like about the market. And we've been focused on the market for years. We've raised $50 billion in the wealth market over the last, you know, 10 years. So we have two products in the market.
We have CAPM, which is our secondaries product, and we have CTAC, which is our credit product, and we'll have a private equity product in the market at some point next year. So CTAC's been in the wealth channel the longest of all our products. It's really starting to ramp. It's on all the right platforms. CAPM, which is our AlpInvest solutions product, really is just going live on the large platforms, kind of real time. And, you know, we learned a lot in terms of how we distributed CTAC in the wealth space, and we've taken that knowledge and applied it to how we distribute the CAPM product. So I'm pretty optimistic that will ramp up quite quickly, and I think the secondary product, in particular, is a great wealth product.
I mean, if you look at kind of the net returns, the diversification, the lack of a J-Curve, I think it's going to really have a lot of interest from the wealth channel. So I'm pretty happy about that, and I said earlier, we'll have a private equity product on the market next year. We're probably going to take a different approach to where we're not just going to flood the product flood the market with products. We're going to focus on, you know, making sure we have the right products in the market and focus on making sure we have good performance in these products. And, you know, over time, we might add products where we see demand. But, you know, this time next year, we'll have all three products in the market.
You know, look, I think, I think brand is really important in this channel, and, I don't, I don't know how you could argue against that. One of your competitors just did a study on, on the alternative asset managers' brands, and Carlyle was ranked second in terms of reputation. And I think that is going to enable us to really accelerate our growth in this channel, is just maintaining that strong brand.
Maybe talk about the distribution resources that you're putting against this opportunity. How do you sort of think about that? What are some of the steps you're taking, and do you feel you have enough at this point?
Yeah. So we have a new Head of Wealth. He started, I want to say, probably about a year ago. I think he started roughly the same time I started as CFO. And he's done a lot to accelerate our presence in that space. It is certainly, when I look at adding headcount across the platform, it is certainly an area where I am very open to adding headcount. I think a lot of people don't really understand the sales process for these products. It's people intensive. And, you know, you have to go out there and educate you know, the Morgan Stanley sales forces of the world about the product, and that just requires boots on the ground.
It's an area where we've added headcount to, and I would expect, we will continue to be adding headcount to that wealth distribution team for the foreseeable future.
And you mentioned.
I'm happy to do that.
You mentioned a private equity product coming next year. Maybe just talk a little bit about how you envision that product working versus, say, the CAPM product that you have, the secondary solution, and how your private equity product might compare versus some of the others that have come to the marketplace of late?
Yeah, you know, look, I think we're still kind of in design mode on the private equity product. And it's good to be in design mode when there's other products out there. But it will be a product that basically gets allocations from our various private equity businesses across the globe. So Japan, Asia, Europe, U.S. It'll probably be a little bit U.S.-heavy because that's where our biggest private equity business is. But exactly what it looks like, TBD. It could even have a component of a solutions product in there.
As you look out on, you know, a five-year view, how do you think about the broader product roadmap into the private wealth channel? You have a broad range of capabilities at Carlyle. What else could make sense over time?
You know, I think there's a lot of products that we have that are in the institutional channel that could make sense to the wealth channel. I think an infrastructure product could make sense. I think a real estate product could make sense for us. I mean, our real estate business, and it's not many people like to talk about their real estate business in today's world, but we have incredible performance. We have a non-owned office since, I think, 2017, so the performance is exceptionally good. You know, look, I think down the road, you could see demand for specific geographies. You know, could there be a demand for a European-specific private equity product, a Japan-specific private equity product? You know, could there be a demand down the road for a healthcare-specific PE product?
You know, look, we have all these capabilities. You just might have to package them differently based on demand down the road.
Great. Final topic, AI, transcending many industries today in terms of topic of interest. Maybe just talk about how you're thinking about it at Carlyle. What does it mean for the private markets, and how are you experimenting with AI today?
Yeah. So, I barely could turn on my iPhone, so I'm probably the least technology person in the room. But look, AI is something that we, as a firm, have been investing, people, money, time in for years. We didn't just start investing in this the last year when we read an AI article. This has been top of mind for a long time. I would imagine we were at the forefront years ago compared to the industry. I think initially when we started investing in AI, we were thinking about, can we make our portfolio companies better? Can we make the customer retention experience better? Can we make our portfolio companies more efficient? And that's kind of what we were spending the time initially on.
Now, I think it's gone, it's gone more broad than that, and we've had many test case examples of using AI in our portfolio companies where we are saving money, we're making companies more efficient. And I do think that will have a profound impact on businesses in almost any industry over time. We're also thinking about AI just from the corporate level. Can we use AI to change the way we process anything? You know, whether it's you know, a trade or processing how we look at our account statements monthly. Can we make the firm more efficiently? And lastly, can we use AI... You know, we have a massive data lake, one of the biggest data lakes in the world. Can we better harvest that information to enhance the way we invest?
Can it enhance the way we diligence companies, whether that's looking at a company's IT capabilities, IT stack, IT staff? And we're spending a lot of time and a lot of money on all three fronts. And I think there's real opportunity to make our portfolio companies better, stronger. I think we can create efficiencies at the Carlyle corporate level with AI, and I think access to a lot of data, harnessing that data, will make us better investors.
How much efficiency you think you might be able to extract?
I don't know. It's early days. But in portfolio companies, we've seen pretty, pretty big numbers.
Like 20%, sort of?
Well, I wouldn't say 20%. I think over a long period of time, you could get to those kind of numbers. But this isn't gonna happen overnight. It's gonna take time.
Okay. I'm afraid we're out of time.
Thank you.
Thank you so much, John. Appreciate it.