MSCI Inc. (MSCI) Earnings Call Transcript & Summary

August 2, 2021

New York Stock Exchange US Financials Capital Markets m_and_a 58 min

Earnings Call Speaker Segments

Operator

operator
#1

Good day, ladies and gentlemen, and welcome to the MSCI Investor Conference Call to discuss the acquisition of Real Capital Analytics. [Operator Instructions] As a reminder, this conference call is being recorded. I would like to now turn the call over to Salli Schwartz, Head of Investor Relations and Treasurer. You may begin.

Sallilyn Schwartz

executive
#2

Thank you, operator. Good day, and thanks for joining us to discuss MSCI's acquisition of Real Capital Analytics. Earlier this morning, we issued a press release announcing our acquisition of Real Capital Analytics. This press release, along with an investor presentation we will reference on this call, are available on our website, msci.com, under the Investor Relations tab. Let me remind you that this call contains forward-looking statements. You are cautioned not to place undue reliance on forward-looking statements, which speak only as of the date on which they are made and are governed by the language on the second slide of today's presentation. For a discussion of additional risks and uncertainties, please see the risk factors and forward-looking statements disclaimer in our most recent Form 10-K and in our other SEC filings. During today's call, we may also refer to non-GAAP measures, including, but not limited to, adjusted EBITDA margin. We believe our non-GAAP measures facilitate meaningful period-to-period comparisons and provide insight into our core operating performance. You'll find a reconciliation to the equivalent GAAP measures in the investor presentation. On the call today are Henry Fernandez, our Chairman and CEO; Baer Pettit, our President and COO; and Andy Wiechmann, our Chief Financial Officer. Finally, I'd like to point out that members of the media may be on the call this morning in a listen-only mode. With that, let me now turn the call over to Henry Fernandez. Henry?

Henry Fernandez

executive
#3

Thank you, Salli. Good day, everyone, and thank you for coming to this call on short notice. We have spoken with you at great length in the past about our agenda of creating what we call the MSCI of private assets. That endeavor undertakes an effort to do -- to create databases such as the understanding of investments and the pricing of those investments, index and analytics and workflow solutions -- workflow applications. For nearly a decade now, MSCI has been working on these initiatives. In 2012, we opportunistically acquire Investment Property Databank, or IPD, which has been the foundation of our commercial real estate business. We have spent a number of years learning about the private asset class model to build a data and analytics and software applications and evolving IPD's data and operations. In 2020, we made an investment to acquire 40% of Burgiss, which has expanded MSCI's footprint more broadly in private assets. We are currently hard at work with Burgiss to evaluate their significant data sets in private equity, private credit and opportunistic real estate. Today, we are very excited to announce that MSCI is acquiring Real Capital Analytics, or RCA. RCA is the go-to data and analytics provider of the properties, transactions and participants that drive the commercial real estate capital markets all over the world. It is a fantastic business in its own right. But the combination of MSCI's real estate business and RCA will be a powerhouse provider for global investors, managers, lenders, originators and other participants in the private real estate markets around the world. It also will accelerate MSCI's private asset strategy as real estate is one of the key building blocks in that effort, which is also private equity, private debt and eventually, infrastructure. Let me spend a minute on what this accomplishes for MSCI, both in its real estate offering and in its broader private asset strategy. This transaction positions MSCI to further improve transparency in the commercial real estate investment process. MSCI will be able to significantly expand the high-quality, must-have real estate data sets we already have. We will then have that much broader of a platform on which to build analytics, indices and climate risk solutions as we know very well that the latter, i.e., climate risk is one of the key components in properties around the world in the coming years and decades. And RCA's client base is highly complementary to MSCI's. It also expands it, providing a larger installed base for cross-selling solutions from across MSCI. The acquisition of RCA, coupled with MSCI's strategic partnership with Burgiss, accelerates MSCI's private asset strategy, as I mentioned before. One of the key building blocks of private assets is commercial real estate, where we now have the combination of MSCI's real estate business, Burgiss real estate databases and RCA's extensive data sets. Burgiss also provides us with data covering private equity, private debt and some infrastructure. High-quality data is the foundation for building investment decision tools that help investors build better portfolios. We can extend our analytics offerings for performance and risk, for cash flow, liquidity and asset allocation. We are especially excited to help investors and other market participants measure climate risk in their private asset portfolios. Baer will speak further about the tremendous opportunities we see in this combination. We have a strong conviction in our ability to create incremental value from this combination and are raising our long-term target for real estate revenue growth to the high teens from the mid-teens percentage range. Before we hear from Baer, Andy will walk us through the financial highlights of the transaction. Andy?

Andrew Wiechmann

executive
#4

Thanks, Henry. As you noted, we view this transaction as a tremendous value generator for MSCI with a number of areas of combination benefits. We're really viewing it as a buy-to-build opportunity that, together with our existing real estate franchise and our relationship with Burgiss, helps us to further differentiate our offering and establish unique and attractive solutions for the real estate space. To provide a brief summary of the key financial terms. The purchase price for RCA is $950 million and will be funded with cash on hand. You may recall that we ended the second quarter with just under $2 billion of cash on our balance sheet. And as such, we'll continue to have significant liquidity to fund our operations as well as to potentially pursue opportunistic share repurchases and/or other MP&A, in line with our existing capital allocation framework and historical practices. In RCA, we're acquiring a great business with a strong financial track record. To dimension it for you, at the end of the second quarter, RCA had approximately $70 million in annual recurring revenue that has been growing in the double-digit percentage range. This will nicely complement and roughly double the size of MSCI real estate's approximately $60 million in current run rate. And RCA has had EBITDA margins in the high 20% as a stand-alone franchise. Like MSCI, RCA is a recurring subscription business that is focused on and achieved strong client retentions. I would note that post closing, we will be redistributing MSCI's corporate allocations across our segments, which may impact our segment margins. I would also note that we plan to execute certain transaction -- excuse me, we plan to exclude certain transaction-related and integration costs from MSCI's adjusted EBITDA expenses, adjusted EBITDA and adjusted EPS. While the deferred revenue write-down is expected to result in some modest dilution to adjusted EPS in the near term, the transaction is expected to be accretive to earnings -- to adjusted EPS in 2022. We'll have more of an update for you and be able to provide more clarity on financial impact during our third quarter earnings announcement in late October, and we'll also update guidance for you then, which will reflect the addition of RCA's business as well as various purchase accounting adjustments, as you would expect, including the fair value adjustments to RCA's deferred revenue, the amortization of purchased intangibles and the transaction-related and integration costs I mentioned. We expect to close the acquisition at the end of the third quarter or early in the fourth quarter this year, and we'll be including RCA in our all other private asset reporting segment. As Henry highlighted, we are raising our long-term target for real estate revenue growth to the high teens percentage range to reflect our confidence in the incremental value we can create through our ownership by unlocking the significant opportunities that Baer will walk us through. As a buy-to-build opportunity with potentially significant long-term benefits, we are also raising our long-term target for real estate expense growth to the mid-teens percentage range from the low double-digit percentage range. With that, let me turn the call to Baer.

C. Pettit

executive
#5

Thank you, Andy. Greetings, everyone. I'm pleased to speak to you today both about the great businesses we already own and the one we are acquiring as well as how we see them coming together to create significant value for our clients and our shareholders. As you heard from Henry, MSCI has a long history in providing real estate performance analysis for funds, investors and managers. These analytics range from enterprise-wide analysis across all funds to property-specific analytics. In addition to research, reporting market data and benchmark offerings, we also provide business intelligence to real estate owners, managers, developers and brokers worldwide. Let me spend a minute to go over some of our key solution areas. MSCI has more than 70 major market property and property fund indexes. And in addition to this, calculates 20,000 custom index benchmarks across various regions, subregions and specific markets. We have one of the industry's most extensive private real estate databases covering $2 trillion of assets. We offer solutions to support a variety of analyses on portfolios, funds, specific assets and tenancy. And more recently, after MSCI's acquisition of Carbon Delta, we have developed a real estate climate value at risk, or CVAR solution, to help investors measure climate-related risks and opportunities. We currently provide CVAR capabilities on more than 30 countries and are adding to that. As you would expect, this part of the business, in particular, has been growing rapidly as the urgency to address climate change has accelerated globally, including among global real estate investors. Today, we are very excited to add Real Capital Analytics, or RCA, to MSCI's real estate business. RCA has an extensive database. We believe it is the real estate industry's most comprehensive of $20 trillion of commercial property transactions linked to more than 200,000 investor and lender profiles, providing an extremely rich data set. RCA also has the most complete pricing data we have found from cap rates on the most recent deals to historical analysis on trends, including pricing averages and distribution. This transaction and pricing data is highly complementary to MSCI's investment data. Furthermore, while MSCI's data has been primarily focused on core real estate assets, RCA's data extends our capabilities into opportunistic real estate. In short, there are multiple ways in which RCA substantially expands MSCI's real estate footprint. As Henry referenced, a strong foundation of quality data is a critical base for building high value-add analytics and other decision support tools. With RCA's rich transaction and pricing data, we see a wealth of use cases that we can integrate into cash flow models, liquidity models, asset allocation tools and many other solutions. We've spoken with you about MSCI's mission to provide solutions to enable all participants in the investment process. RCA expands and in some cases, unlock several effective client segments for MSCI. These segments include asset managers and asset owners, where MSCI is well established on an enterprise level. They also include real estate brokers, agents, originators, lenders and government advisers, providing MSCI excellent entry points to cross-sell our offerings from across MSCI. RCA's 2,000 clients will be a tremendous addition to MSCI real estate's 900 clients. RCA currently serves a wide variety of use cases for its clients, providing a holistic framework for due diligence across the full real estate asset life cycle, data and analysis to inform pricing decisions for real estate investors, highly granular property-level and participant-level data that can be aggregated into various benchmarks and analytics with a broad geographic coverage of global real estate assets and trends. The combination of MSCI's real estate performance benchmarks, analytics and climate tools, with those of RCA's unrivaled commercial real estate transaction prices and capital flows database, truly elevate the investment process for real estate investors. RCA also enables MSCI to extend our reach to the front office, helping clients with due diligence and deal sorting -- sourcing, excuse me. The resulting front to back office set of solutions will have powerful applications. Examples provided are creating new data products, including evaluated pricing indexes and enhanced real estate; climate risk models; real estate due diligence, combining historic, current and forward-looking data for performance, price, climate and income risk; real estate portfolio performance and risk monitoring; tracking portfolio and properties relative to market indicators and transaction activity; and real estate fund intelligence for asset owners searching for and evaluating real estate funds and managers based on a variety of characteristics. Clearly, everything I have been talking about is focused on commercial real estate. But as Henry said, all of this is an important building block in our broader strategy for private assets. I'll now turn the call back to Henry who will provide closing remarks before we move on to Q&A.

Henry Fernandez

executive
#6

Thank you, Baer. In summary, MSCI, Burgiss and RCA together create a powerhouse for the highest quality commercial real estate data and insights. While the data is valuable, in and of itself, it also creates enormous opportunities to build new indices and analytical tools, including climate risk solutions. RCA's client base both complements and expands MSCI's client base, extending our reach to new end users within our existing accounts as well as new client segments such as originators and lenders or banks. This acquisition reinforces MSCI's commitment to transform private asset investing, leveraging commercial real estate as one of the key building blocks in that strategy. And with that, operator, please open the line for questions.

Operator

operator
#7

[Operator Instructions] Our first question comes from the line of Manav Patnaik of Barclays.

Manav Patnaik

analyst
#8

Henry, I just had a quick question around the -- you typically talk about how you like the MP&A strategy, which includes partnerships. I was just curious, in this case, why the outright acquisition versus the partnership. Have you worked with them before? Just some thoughts around that would be helpful.

Henry Fernandez

executive
#9

Yes. So we have known Bob White, the Founder and CEO of RCA, for quite a number of years and had frequently talked and discussed how we could work together on how these 2 companies could create value in the whole value chain in commercial real estate. So that was the -- a big part of the impetus in us over the years, evaluating the RCA business and how it could complement what we do. So when Bob and his shareholders decided that they wanted to sell the company, we were very excited about the prospects and the opportunity and spent a great deal of additional work in due diligence and valuation for this asset. So we believe that this, combined with the core real estate database and analytics that we have in MSCI real estate, plus the over $1 trillion of property database that is mostly opportunistic that sits within Burgiss, creates a powerful combination that we can build on top of.

Manav Patnaik

analyst
#10

Got it. And maybe, Andy, if you can help us with what we should expect from synergies because the financial profile, obviously, is attractive, but the multiple seems like it's double of what we've seen from other similar transactions. So just curious what we're missing there.

Andrew Wiechmann

executive
#11

Yes. Just specifically on the point of synergies, as you heard from Henry and Baer, there are -- we do view enormous opportunities on upside both within their business, but also across MSCI more broadly. There are some efficiencies in it, but this is not meant to be an efficiency play. This is a long-term value-creation play. And like all uses of capital, in particular, M&A, we look heavily at the returns that we can generate, including specifically the cash ROIC and IRRs relative to other uses of capital. And as you know, a key driver of those returns is growth potential of the opportunity. And in this case, we're very excited about the growth opportunities we see in this business and plan to continue to invest in the business. And importantly, we see opportunities across all of MSCI. And so we believe we can help open opportunities in both their franchise and then drive growth across many parts of MSCI with this business.

Operator

operator
#12

Our next question comes from Alex Kramm of UBS.

Alex Kramm

analyst
#13

Another kind of bigger-picture question here. Henry, on the recent earnings call, it became apparent again that you have all these organic opportunities and, obviously, bringing up expenses because you want to go after all these opportunities. So it almost seems like you've been a little bit capacity-constrained. So the question is why did you feel like now is the time to do a deal when it seems like you already have all these other opportunities ahead of you? And hopefully not getting distracted here with something else, if you get the gist of my question.

Henry Fernandez

executive
#14

Yes. No, good question, Alex. We -- the first comment really is that we see enormous opportunities across our entire franchise of MSCI. And we have grown significantly as a company. We have grown and matured significantly as a management team in which we can now divide and conquer. We can now have many parts of our team and the people that work for them very focused on specific areas of our business. So in the case of real estate, a lot of the people that manage this business at MSCI are fairly dedicated to MSCI real estate and can tackle an acquisition of this nature in addition to some of the work that they're doing organically. So I think that's important to keep in mind. We do not see the RCA integration as a distraction at all from everything else that we're doing. If anything, it's an accelerator, especially in the area of climate risk solutions in that space. So I don't worry about that. The second part is that the -- we are extremely focused on organic investing. That is the primary focus of the company. But for sure, we will be making bolt-on acquisitions that will accelerate our entry into specific areas such as private assets and ESG and climate, and those are examples of things that we talked about in the past. So when we saw this opportunity, we went after it with everything we had because we believe that this is a major area of expansion for us that could only be achieved inorganically. It will be impossible to build these databases on a short-horizon basis and obviously, the client base associated with it.

Alex Kramm

analyst
#15

Okay. Great. And then just a very quick one, and I'll jump back in the queue. But Andy, you made this comment about corporate allocations will be redistributed. Can you just flesh it out a little bit? It sounds like that's a general change. It doesn't really have anything to do with this deal. Or maybe I'm misreading something here, just curious what brought this on and kind of what to expect here more holistically.

Andrew Wiechmann

executive
#16

Yes. Well, as you know, our segment expenses and segment margins are -- add up to 100% across the company. And so we allocate the shared cost, if you will, of the organization across each of our segments. And some of those shared costs are allocated based on head count, based on office usage, technology usage. And so when our real estate segment is going to be changing here or private asset segment is going to be changing here, there will be some redistribution of those shared corporate costs across all of our segments. And so I just wanted to plant the seed, so everyone is aware of that. We're going to be working through those details over the coming month or so, and we'll be able to provide you with more granularity around the impact to each margin -- each segment's margin with our 3Q earnings release. But it's not bringing in additional cost to the organization. This is just a redistribution.

Operator

operator
#17

Our next question comes from Toni Kaplan of Morgan Stanley.

Toni Kaplan

analyst
#18

I was hoping you could help us understand the difference between the data that Real Capital Analytics has versus what Costar or others have, for example. Is it that this is more transactional and more for the asset manager end market versus property-specific data? Just hoping to understand better the competitive landscape within the commercial real estate side of this.

C. Pettit

executive
#19

Yes. Well, it is -- the chief distinction is precisely that this is a business that is entirely -- I mean, there's some very minor exceptions in smaller markets, but it's entirely aimed at the professional investor. So there is no retail component in here. There's no domestic component in terms of residential, and it has complete -- RCA has complete global reach as well. So I would say that its primary defining characteristics, which are very much in line with what we have at MSCI, I would say, generally as a firm and already in MSCI real estate is that it's global and it's aimed at professional investors.

Toni Kaplan

analyst
#20

Great. And maybe you can also help with where does the data that they use come from? How proprietary is it versus like third-party data collection? Is it when there is a transaction that takes place, the parties both call Real Capital Analytics, and that's the only source that they use? Like I just want to understand the proprietary part of this.

C. Pettit

executive
#21

Sure. So first of all, it's not a monolithic model. There's a variety of different sourcing methods. There are -- these are typically very market-specific. In certain instances, RCA has acquired either a specific data vendor or has used broker data in a given market. In some cases, those are long-term contracts in place. And in others, like one of the subcomponents of this business is a Scandinavian business called Datscha, the data is sourced locally in the country. So there's not one answer. There's a variety of sources, and we feel like it's a pretty resilient model.

Operator

operator
#22

Our next question comes from Ashish Sabadra of RBC Capital Markets.

Ashish Sabadra

analyst
#23

So as you highlighted, it's also the data provides the platform to build on analytics, indices and climate risk solution. And my question there was you've, obviously, talked about real estate growth improving from mid-teens to high teens, but how do we also think about the synergy from this data asset into these other 3 multibillion-dollar opportunities that you're chasing? And how should we think about the revenue synergies on that front?

C. Pettit

executive
#24

I'm sorry, just to clarify, what are the specific multibillion-dollar opportunities you're referring to?

Ashish Sabadra

analyst
#25

Sorry, I was just talking about the analytics indices and the ESG...

C. Pettit

executive
#26

I see. Yes, yes. Sure. Sure.

Ashish Sabadra

analyst
#27

How does the data help you further enhance there? And how do we think about revenue synergies on that front?

C. Pettit

executive
#28

Absolutely. Yes, of course so look, I think the first opportunity here is, clearly, to just broaden and expand the business that we've acquired based on MSCI's global footprint, our relationship with investors, et cetera. We clearly believe that there is a very large opportunity in indexes and benchmarking. Today, we're largely dependent upon appraisal pricing and being able to move to transactional pricing in a variety of markets gives us significant competitive advantage. Equally, as Henry highlighted in his introductory comments, in private assets, getting to the pricing source of the data is a significantly more valuable thing in and of itself and provides significantly greater opportunities to create accuracy, for example, in all of our risk analytics, in looking at asset allocation, et cetera. And it's also fundamental in any work that we do in climate as we're actually looking at market transactions rather than evaluated pricing or smooth pricing as there is in several markets. So I think the combination of all those things really mean that we have significantly more credibility with investors. And notably, by grounding -- this entire business is grounded in the basis of transactions, i.e., what people actually buy and sell. So all of that, I think, is a great opportunity across all those categories that I mentioned.

Ashish Sabadra

analyst
#29

That's very helpful color. And maybe if I can ask a question on the technology front, your opportunity to integrate the RCA data with the Data Lake and data catalogs that you have as well as how should we think about your ability to introduce the -- another investment solution as a service. Any color on that front.

C. Pettit

executive
#30

Sure, sure. Look, I think, you always have to be cautious in this regard. But I would say that one of the additional attractive elements of this acquisition is precisely that from a technology and data point of view, it is, I would say, at the less complex end of the spectrum. Now clearly, any number of things can arise. But as -- again, referencing Henry's earlier observations, if you're acquiring some sort of workflow software, it's typically extremely difficult to integrate that with your own existing workflow software, whereas the beauty of this transaction is it's really about data, and I think we're pretty good at managing data, storing data, cleaning data and finding a way to distribute it, such as through the Data Lake that you mentioned. So again, with always a little bit of discovery risk in any transaction, I think, we should be well positioned to get the benefits from that, that you mentioned.

Ashish Sabadra

analyst
#31

Congrates on the deal.

Operator

operator
#32

Our next question comes from Craig Huber of Huber Research Partners.

Craig Huber

analyst
#33

Yes. Just help me get a little more comfortable, if you would, with the multiple you guys paid, assuming a high 20s EBITDA multiple works out to roughly 46, 47x trailing EBITDA. How do I get comfortable with that where the ROIC will end up in 5 years, and I'll be very attract? That's my main question.

Andrew Wiechmann

executive
#34

Yes. Craig, the opportunity, as I mentioned earlier, is it's tied to the growth here. And the strategic impact that we see not only within private assets and real estate in particular, but across MSCI. And so yes, as you mentioned, we do look heavily at ROIC. We look at IRRs, and we look at that trajectory of ROIC and ultimately, value creation, and we get confident that the opportunities that we see in front of us will allow us to generate a nice trajectory of ROIC growth -- cash or ROIC growth, that will be a good use of our capital and value generative for us.

Craig Huber

analyst
#35

And then also, I guess, Henry, you talked a little bit about climate risk solutions, ESG and sort of an overlay on top of the real estate private assets. Maybe you could just touch on that a little bit further and how instrumental was that in your guys' thinking to do this transaction, please?

Henry Fernandez

executive
#36

Yes. So to -- I guess, to be very specific in the way we see growth here on RCA itself and as a combined entity with MSCI real estate and then combined with Burgiss opportunistic database, within RCA itself, there is still quite a lot of growth that can come in widening and deepening the transactions that we collect and monitor and report in the various markets around the world, obviously, across the developed markets and the emerging markets. So right now, RCA has a threshold value that they are -- that in which they are capturing the transactions above that threshold. By continuously lowering that threshold, we can capture a wide variety of transactions, so that's going to generate incremental growth. Also, RCA is across the whole spectrum of real estate, but there is areas of expansion more in logistics, more in infrastructure that is real estate-driven, more in land and the like. And therefore, that will generate incremental growth, incremental value. The uses of the prices and the analytics associated with the prices within RCA itself has been growing nicely. Now when you combine all of that with MSCI, remember, MSCI and Burgiss -- between MSCI and Burgiss, we have investment databases. It's about understanding the investment and all the characteristics of the investment. So RCA brings an additional understanding of the investment because when there is a transaction, they collect a lot of information about the building -- the size of the building, the tenants and all of that in addition to just the prices in that transaction, which could be a buy and sell transaction, could be refinancing, could be, obviously, defaults and things like that. So anyhow, so when you combine those 2 things, the understanding of the investment and the pricing on the investment, and you have, let's say, modeled prices that can help you understand a wider net of transactions in addition to the -- wider net of values, in addition to the transacted ones, you could build better indices that are more real time, that are more accurate. As Baer indicated, you could build better performance attribution, better risk analysis, better cash flow analysis, better liquidity analysis, better capital allocation or asset allocation. And therefore, with all of that, you are significantly enhancing the transparency and the value-add of all the participants in the global real estate markets.

Operator

operator
#37

Our next question comes from Owen Lau of Oppenheimer.

Kwun Sum Lau

analyst
#38

Just a high level one. Could you please talk about why it is the right time to expand further in commercial real estate, given that some of the employers even allow people to work from home permanently? Is there any secular trend and data points you would like to highlight that people may have missed?

Henry Fernandez

executive
#39

So first of all, I mean, you -- in matters of acquisition, you cannot time precisely when the assets are available. I mean you try to buy them when they're available and you have -- when you see a path forward for creating value to clients and shareholders. Secondly, it's -- even though you've -- when you analyze, for example, RCA in the context of the financial crisis, 10-plus years ago, you see that even though the transactions came to a significant decline, the subscription-based model of RCA continue to expand and grow because people were interested in the fewer transactions that existed. And then secondly, they were in the real estate business and wanted to benefit from the understanding of the database and what RCA could supply. So it was pretty resilient relative to such a big downdraft that existed in the commercial real estate market in the financial crisis. So we saw a repeat of that in the resiliency of the RCA business model last year in 2020 in which the business continued to expand significantly in the midst of the pandemic and the lockdown. The other thing is, as I indicated in the press release, the real estate markets around the world are in the midst of -- or the beginning of major transformations because of the lifestyle changes of people, the working environments that are coming out of the pandemic, the shopping habits that people will develop, the changes in the global supply chain that are existing, the low interest rate environment that forces more and more people into long-term cash-on-cash flow, for example, investment in real estate. Clearly, the demographics in the emerging markets are significant in the expansion of cities and real estate, the urbanization that takes place. So I think we can look at real estate in the context of a fairly narrow process of what's happening right now and the dislocations that are taking place, and that will, obviously, affect investors in those assets and will benefit other investors that are in the opposite side of those assets. So -- but we, as the provider of data and information and analytics, we can generate revenues regardless of what happens to those investors and managers in the various parts of the market. And that has been exemplified in our own real estate business during up and down cycles and in the RCA business model.

Kwun Sum Lau

analyst
#40

Got it. That's very helpful. Another question is on retention rate. I know it's high. How high is it? Is it over 90%, which is consistent with your other businesses? And if the clients leave, typically why do they leave and where do they go?

Andrew Wiechmann

executive
#41

Yes. It's -- as Henry alluded to, it's a quite resilient franchise even in the face of the pandemic and some major structural changes that we've seen in the real estate space. Last year, they had retention rates north of 90% despite some of those structural changes. They were down a little bit last year from what they've been historically, and I think you've seen them generate in kind of normal periods in the low to mid-90% type ranges. The reason clients cancel is mostly around, I'll call it, smaller clients and structural changes to the industry. So they do serve a long tail of participants, particularly in local markets, where they're surveying agents and brokers. And sometimes, you can see those entities that change organizationally or make discretionary decisions not use the data, but they have higher retention rates actually among their largest clients, which are the most strategic for us, and those have been quite resilient where they are really fulfilling a mission-critical offering to those organizations.

Operator

operator
#42

Our next question comes from Keith Housum of Northcoast Research.

Keith Housum

analyst
#43

Congratulation, guys, on the deal. A question for you on RCA's business and how they go about, I guess, accumulating the data. Obviously, their EBITDA margins are lower than MSCIs and I think probably for several reasons. But are there -- is it a labor-intensive business where they've got a large labor pool that's accumulating with data? Or do they have the technology tools that's accumulating the various real estate information that's providing the value?

C. Pettit

executive
#44

Look, as is pretty much the case across the board in private assets today, it's a mixture of both. So I think there's clearly, by definition, in the modern world, a technology component central to the data gathering. But there's also a fair amount of work, which goes to ensuring that there are -- there's common standards across markets. There's comparability and clearly, and in building the products themselves and their distribution. So I don't think -- as you started your question related to the margin, it's not, I would say, radically different to some of the things that we're doing in real estate. And the technology and the manner that they collect the data is not fundamentally different. So I don't think you should expect kind of a radical change compared to the standards we have at MSCI. And of course, look, on a forward-looking basis, we're continuously investing in our data infrastructure and the technology that supports that. But I think the central to your question, is it fundamentally different? Is it fundamentally more manual? And the short answer is no.

Henry Fernandez

executive
#45

Yes, let me add to that as well. Another dimension here is these businesses have enormous operating leverage as they grow and scale up because the fixed footprint to be able to collect the data, process the data and all of that can not only be leveraged on a fixed cost basis, but also improve technologically as time goes by. And therefore, as the business -- as the revenues become bigger and bigger, the operating leverage is significant. I don't have the exact statistic, but I can tell you that when MSCI's equity index business was about $7 million of subscription run rate at that time, I will be surprised if our EBITDA margin was higher than the high 20s. Maybe low 30s at the time would be my guess. So as you build that revenue base and expand and use the data for a variety of different purposes, you continue to add to the cost base but at a much lower pace of growth than the revenues grow.

Keith Housum

analyst
#46

Understood. Appreciate it. And then I guess for my follow-up question. In terms of the management team at RCA, will they be expected to stick around, or they would be departing?

Henry Fernandez

executive
#47

Yes. So yes, so the -- Bob White, who is the CEO and the COO, will be retiring and staying on an advisory capacity with us for about a year. The rest of the management team is staying in place and merge with our MSCI real estate management team. And if anything, we are extremely pleased and welcoming of having more senior management into a combined entity coming from the -- from a lot of real estate experience over and above the capabilities that we have at MSCI. So we see this as a plus in adding talent to the combined MSCI business between the 2 entities.

Operator

operator
#48

Our next question is a follow-up from Alex Kramm of UBS.

Alex Kramm

analyst
#49

A few more things here, maybe little ones. But in terms of the competitive dynamics, I think, somebody brought up Costar earlier, but can you actually talk about who you view RCA's most direct competitors? And maybe also how you feel who your most direct competitors are going to be once you close this deal and are a little bit more of a holistic real estate company? And any sort of numbers around how this changes the TAM? Maybe I missed it earlier, but do you feel you have a larger TAM to go after now than you had before?

Henry Fernandez

executive
#50

Yes. So the RCA runs a pretty global business with major presence in Europe and an increasing presence in Asia and that's a growth opportunity, the widening and the deepening of RCA's presence in Asia, in addition to, obviously, a fairly strong and solid presence in the Americas, particularly in the U.S. In the U.S., Costar is a competitor in this space to RCA but not on a global scale to the comment that I made earlier. There's always competitors in each country, not too many regionally in terms of all of Asia, of all of Europe. And as I said before, a pretty big part of the opportunity here that we can help RCA develop is a much deeper penetration in the large emerging markets of China, India, Brazil, Indonesia and all of that, where property investing is more -- is even more prevalent than probably capital market investing and the penetration levels in those places by RCA is low. So that will be another benefit. In terms of the combined entity and the competition, it will be similar to MSCI. We will have competitors in each aspect of -- at MSCI as a whole. We will have competitors in each aspect of what we do, but there is no real competitor in the totality of what we do. So we feel pretty comfortable that, that is a great moat that we can have in real estate.

Alex Kramm

analyst
#51

Okay. And then actually I have 2 more, so I'll combine them, sorry. But in terms of the investment and maybe this was addressed a little bit already, but clearly, you're going to be investing heavily in this business. If you haven't said this, where are the -- maybe talk about the dollars. I know you have the guidance in terms of percentages, but the dollars and where they're going. Like I guess my question is, what are the immediate projects over the next 1, 2, 3 years that you're going to be spending on? And then just a quick one. In terms of the process here, I mean, obviously, you said you've known this company for a while. But clearly, they were looking to sell. So just curious if you can give us a little bit more detail in terms of how long this process was, how competitive it was, how many other players you saw. Because clearly, as somebody mentioned earlier, the EBITDA multiple is, obviously, in an interesting category.

C. Pettit

executive
#52

Yes. So Alex, maybe I'll have to answer the first part of the question about the products, and then I'll pass the other part over to Andy. So look, I think, going back to the earlier question, this is a data company, and we are pretty good at data integration. So from straight out of the box, the first thing I would say is we don't see, what I would call, necessary plumbing type of issues to fix as it were, right? So there are ways that we can take this data and integrate it in a lot of our processes. Look, we have to do all the work. And once you get going, you always learn things. But for example, integrating new pricing sources into our global index families is something we're pretty good at, right? So if you look at the real estate area and you say we have a whole new variety of data that we can build indexes from, that would be an area which I think would be a great opportunity. But where we have the existing infrastructure to build real estate indexes, we don't have to build that from scratch. And to Henry's point just a moment ago, there's inherently scale in that, right? So building the factory itself is important. Yes, this is private assets. So there is, for sure, a little bit more work to do the marginal index than in equities. But nonetheless, once you have the index factory and you have the processes there, being able to build new indexes with the new data source in new asset classes is not an enormous investment, right? And I think that, that logic pretty much holds across the board, whether it be for using the pricing data for risk models, being able to provide more accurate types of analytics related to what we're already doing in climate by having actual transactional data. So fundamentally, the main investment/integration work is bringing this data and the new sources of data we collect into existing product creation processes. And so hence, it is more of what I would call the marginal investment in existing infrastructure than building infrastructure from fresh. And with that, I'll pass the second half over to Andy.

Andrew Wiechmann

executive
#53

Yes. Thanks, Baer. So Alex, as you'd imagine, this is a very unique franchise that has a unique dataset with unparalleled history here, that is very valuable for not only us, but other providers in the space. So as you would imagine, this business was heavily sought after by other players in the space who had interest in owning this business. And so you can assume it was a relatively competitive process here. Although I would underscore, in every opportunity we look at, we stay grounded in the value we can create and the returns that we can generate. But it was a process that was competitive.

Operator

operator
#54

Thank you. At this time, I'd like to turn the call back over to Henry Fernandez for closing remarks. Sir?

Henry Fernandez

executive
#55

Well, thank you very much, everyone, for attending on short notice. I would really appreciate your getting on the phone quickly today. And at MSCI, we always wanted to be as open, direct and transparent in everything we do. And therefore, this acquisition as a bolt-on acquisition in our view of merit is having the ability to tell you what we're thinking and what we're doing and, obviously, have the opportunity to answer a lot of your questions now and going forward. It's a great strategic next step for us in our private asset strategy. And we're very, very pleased with the client feedback that we have already received this morning across the world. It has been faster and much better than even expected at this early hours of the announcement. Thank you, again, for joining us, and we look forward to continuing our dialogue with all of you.

Operator

operator
#56

This concludes today's conference call. Thank you for participating. You may now disconnect.

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