Clearwater Analytics Holdings, Inc. (CWAN) Q1 2022 Earnings Call Transcript

Clearwater Analytics Holdings, Inc. (CWAN 0.33%)
Q1 2022 Earnings Call
May 04, 2022, 5:00 p.m. ET

Contents:

• Prepared Remarks
• Questions and Answers
• Call Participants

Prepared Remarks:

Operator

Good afternoon. Thank you for attending today's Clearwater Analytics first quarter earnings conference call. My name is Tania, and I will be your moderator for today's call. [Operator instructions] I would now like to pass the conference over to our host, J.

R. Ritchie, vice president of finance and investor relations. Please go ahead. 

J.R. Ritchie -- Vice President, Finance and Investor Relations

Thank you, and welcome, everyone, to Clearwater Analytics first quarter 2022 financial results conference call. Joining me on the call today are Sandeep Sahai, chief executive officer; and Jim Cox, chief financial officer. After their remarks, we will open the call up to a question-and-answer session. I'd like to remind all participants that during this conference call, any forward-looking statements are made pursuant to the safe harbor provisions of the Private Securities Litigation Reform Act of 1995.

Expression of future goals, including business outlook, expectations for future financial performance, and similar items, including, without limitation, expressions using the terminology may, will, can, expect, and believe, and expressions which reflect something other than historical facts, are intended to identify forward-looking statements. Forward-looking statements involve a number of risks and uncertainties, including those discussed in the Risk Factors section of our filings with the SEC. Actual results may differ materially from any forward-looking statements. The company undertakes no obligation to revise or update any forward-looking statements in order to reflect events that may arise after this conference call, except as required by law.

For more information, please refer to the cautionary statements included in our earnings press release. Lastly, all metrics discussed on this call are non-GAAP, unless otherwise noted. A reconciliation can be found in the earnings press release that we have posted to our Investor Relations website. With that, I'll turn the call over to our chief executive officer, Sandeep Sahi.

Sandeep Sahai -- Chief Executive Officer

Thank you, Dan, and welcome, everyone. We had another strong quarter as we continue to deliver value to our clients, onboard new clients, and generate strong bookings to fuel further growth. More specifically, we have had consistent and durable revenue growth, high rates of revenue retention, and strong profitability. We're very happy to announce that revenue in the quarter grew 24% year over year to $70.8 million, a quarterly record.

Our annualized recurring revenue, ARR, increased 23.5% year over year, reaching more than $287 million. We're also happy to announce that our Q1 adjusted EBITDA grew to $18.9 million, an increase over last year, even after incorporating additional public company costs while continuing to make investments in strategic initiatives. And testimony to our focus on client success, we are happy to report a gross revenue retention of 98% for the 13th consecutive quarter. Our success in Q1 continues to prove that the Clearwater platform not only dramatically improves the efficiency of investment operations teams but also has become an enabler of growth for organizations around the globe.

Our clients in the search for you use our platform to scale globally, invest aggressively in widely varying asset types, and confidently acquire new businesses while integrating the operations rapidly. The Clearwater platform provides investment operations teams the infrastructure to expand on demand, obviating the need for large upfront [Inaudible] investments, which is even more important during uncertain economic times. In Q1, we worked at a firm called Hobson & Company to study the value that Clearwater brings to clients. Hobson found that, in addition to a significant decrease in operating costs compared to legacy tech, Clearwater offers much greater efficiency and enables recognizable increases in AUM.

Our platform continues to be disruptive and is very effective at radically simplifying our clients' investment operations. We operate in a very favorable competitive environment, especially as more clients, like Catholic Life Insurance and HighMark, move from legacy incumbent providers to Clearwater. We are especially proud of these wins because as you've heard me say many times before, with each new client, we improve our ability to manage and service the next, continually adding to the network effect. There were several exciting wins in Q1.

A very large asset manager signed a significant deal with us to replace their legacy on-premise solution for accounting and client reporting for approximately $100 billion in assets. We also won T. Rowe Price as a marketing client. T.

Rowe will provide a dramatically improved user experience for T. Rowe Price's growing roster of insurance clients who will now more easily manage their books of record while staying ahead of regulatory requirements. Nuveen Asset Management signed an agreement to use Clearwater as a reporting solution. As Nuveen grows their businesses globally, Clearwater's industry expertise and reporting capabilities will be a critical component supporting the business growth and expansion.

Looking beyond our core markets, we signed our first French insurance client and our first European foundation. Both chose our SaaS platform to standardize the investment accounting operations across several countries. These clients prove that the platform successfully addresses the need of adjacent markets. Our clients continue to adjust their portfolio as they look at the changing economic environment.

And given market conditions, we increasingly see our clients add alternative assets to the investment portfolio. But as you likely know, alternatives introduce complexity into accounting, compliance, and risk management. And increasingly, we see clients turn to our platform to handle that complexity. The Clearwater platform, because it is a single-instance, multi-tenant, cloud-based solution, allows us to meet the need of clients and support the dynamic investment goals.

We are not the only ones uncovering the need for improved automation for investment operations teams. In Deloitte's 2022 insurance industry outlook report, they found that 69% of firms plan to spend more on the investment data processing and 67% plan to spend more on analytics. This data further supports our premise that as insurance companies grow, expand, and merge, they need trusted partners to support their operations. This is why organizations like Harvard Mutual Insurance, Cornerstone National Insurance, and Citizens Property Insurance Company are bolstered by going live on the Clearwater platform in Q1.

A key area of focus for us is new product offerings. We continue to bring traction for our new product, Clearwater Prism, a modular data and reporting platform. Let me describe some actual use cases. Clearwater Prism's open architecture allows for seamless aggregation of data across all assets.

A large multinational insurer is utilizing Clearwater Prism and Clearwater's accounting solution to consolidate data across public and private assets and real estate. Prism enables this client to get a comprehensive view of the portfolio, even though we will not be accounting for the real estate assets. Clearwater Prism will enable investment data aggregation application without the need to build or maintain costly infrastructure for consolidated reporting and analytics. A pension plan has chosen Clearwater Prism as the foundation of a data and reporting platform to combine total plan data from multiple sources.

Prism provides a solution, even though investment accounting for a majority of their assets will initially not be done by Clearwater. And finally, a leading wealth manager has selected Clearwater Prism to provide data and reporting across multiple portfolio management solutions where Clearwater Prism serves solely as the aggregation and client reporting platform while doing none of the investment accounting. Overall, we are very excited about the progress we are making. We expect Clearwater Prism to extend Clearwater's cloud-based platform to new customer segments and help us grow wallet share with existing customers.

We are proud to share that our chief client officer, Subi Sethi, won the Women in Technology & Data Awards by WatersTechnology. She was recognized as the vendor professional of the year because she has onboarded large global clients to the Clearwater platform and improved the operations of some of the world's largest investment teams. We know this is a well-deserved recognition of the impact she has had on our clients' success. Before returning with a few closing thoughts, I would now like to hand the call over to our chief financial officer, Jim Cox, to provide more details on our first quarter financial performance, as well as updated guidance for our second quarter and full year 2022.

Jim Cox -- Chief Financial Officer

Thanks, Sandeep, and thank all of you for joining us today. We are very pleased with our continued strong financial performance in the first quarter. Once again, our quarterly results exceeded our guidance for revenue and adjusted EBITDA, indicating the demand for our disruptive solution remains strong from both new and existing clients. Moving now to our first quarter financial results.

Please note that our results will be discussed on a non-GAAP or adjusted basis, unless otherwise noted. Revenue in the first quarter was $70.8 million, up 24% year over year and largely in line with our expectation. The continued strong top-line growth was driven by a solid increase in total clients and continued strength in client onboarding. As of March 31, 2022, annualized recurring revenue, or ARR, reached $287.1 million, a $54.7 million increase over March 31, 2021.

This represents a increase year over year, again due primarily to continued strong client demand and revenue retention. Speaking of revenue retention, gross revenue retention was a consistent 98%, marking yet again the 13th consecutive quarter that we have reported a gross revenue retention rate of 98%. Net revenue retention was a healthy 107% despite significant market volatility in the quarter, and existing clients continue to add new assets to the Clearwater platform. While healthy, especially for our asset management clients, this quarter's net revenue retention rate was lower than Q4 for two reasons.

First, growth from acquisitions within our global insurance client was broadly lower in the first quarter with one specific large client early 2021 acquisition now being fully annualized into the retention rate. In addition, we've served an unfavorable impact to our client's fixed income security prices due to the recent change in expectations for future interest rates. We have incorporated the impact of those changes into our forward-looking revenue guidance. Gross profit in the quarter was $52.5 million, and gross margin came in at 74.2%.

Gross margin continues to be strong, even as we continue to invest ahead of new client demand in Continental Europe and Asia, as well as new client vertical, including pension and foundation. In fact, we're really pleased with the progress we're making internationally, and we're further encouraged by seeing our international revenue growth to 13% of revenues this quarter, compared to 9% in the first quarter of last year. With this success in this key growth driver, we expect to continue to invest to further establish our presence in these adjacent markets. As a result, we expect gross margin to remain at similar levels in the second quarter.

Research and development expenses in the quarter were $16.8 million or 23.7% of revenue and slightly below our expectations as the labor market for top engineering talent remains tight. As we noted last quarter, we remain committed to investing in R&D and are advancing our efforts to accelerate hiring and third-party resourcing in this area. Sales and marketing expense in the quarter were $8.6 million or 12.2% of revenue, up 110 basis points year over year. We expect increased investment in this area over the coming quarters as we roll out all of our planned marketing programs, including hosting our upcoming in-person user conference in September.

Therefore, we anticipate an increase in sales and marketing expense as a percentage of revenue starting in the second quarter. General and administrative expenses in the quarter were $8.3 million or 11.7% of revenue, up 280 basis points year over year as we continue to annualize the impact of incremental public company costs resulting from our IPO last fall. Looking ahead, we expect that general and administrative expenses will remain at a similar level in the second quarter before falling slightly as a percentage of revenue in the second half of the year. Adjusted EBITDA in the quarter came in above our expectations at $18.9 million or 26.7% of revenue due largely to the favorable revenue performance in the quarter.

I'll touch on our overall adjusted EBITDA expectations for the second quarter later in my remarks. But first, let's turn to the balance sheet and cash flow. We ended the quarter with $263.7 million in cash and cash equivalents and $52.4 million in total debt. Free cash flow in the first quarter was $4.7 million and included $2.2 million of capital expenditures, which were primarily made up of capitalized software development costs.

Focusing now on guidance for the second quarter of 2022. We expect revenue to be in the range of $73 million to $73.5 million this quarter, representing 20% year-over-year growth. We expect the second quarter adjusted EBITDA to be in the range of $19 million to $20 million with adjusted EBITDA margin expected to be roughly flat to the first quarter of 2022 as we continue to make targeted investments specifically in addressing new markets while also increasing the pace of client onboarding and absorbing incremental public company costs. Now let's talk about full year guidance for 2022.

Based on our performance in Q1, we are raising our full year revenue guidance, which is now expected to be in the range of $303 million to $305 million, representing 21% year-over-year growth at the midpoint. We continue to expect our adjusted EBITDA to be in the range of $80 million to $82 million. The guidance we provided previously for all other measures remains unchanged. So let me summarize.

We're very pleased with the performance of the business in the first quarter. We once again exceeded our expectations for revenue and adjusted EBITDA as the demand for our disruptive solution remains strong both in new clients and with existing clients. We continue to see ample opportunity to expand the application of our platform across different regions and market verticals and are therefore choosing to continue to invest even in the face of a less certain macroeconomic environment. As always, we remain committed to driving consistent, durable, and profitable growth.

With that, I'll turn it over to Sandeep to provide some closing thoughts.

Sandeep Sahai -- Chief Executive Officer

Thank you, Jim. As you just heard from Jim, Q1 continued to provide further validation of the disruptive nature of our platform. We continue to win new clients across the globe, win new clients in adjacent markets, and finally, win new clients to solve diverse business problems. Besides winning new clients, we continue to make our clients successful.

Last week, I had the pleasure of meeting more than 70 clients and prospects in London. Let me tell you the energy was palpable. We look forward to riding that wave of energy as we execute on the goals for this year and beyond. With that, let me turn it over to the operator for questions.

Questions & Answers:

Operator

Thank you. [Operator instructions] The first question is from the line of Gabriela Borges with Goldman Sachs. Your line is open.

Gabriela Borges -- Goldman Sachs -- Analyst

Hi. Good afternoon. Thanks for taking my question. Jim, I'm hoping that you can bridge us with your expectations from a few months ago.

Is it fair to say that the rates impact on NR was a little bit worse than what you were expecting? And if so, what is the offset that is trending better that's driving the full year guide up by additional $1 million?

Jim Cox -- Chief Financial Officer

Thanks, Gabriela. That's a, I'd say, great question. And so I think when you think about a rising interest rate environment and -- sorry, Gabriela, did you want me to talk to our guidance? Or did you want to talk to the interest rate? Sorry. We're just really --

Gabriela Borges -- Goldman Sachs -- Analyst

Yeah. The first piece is was the interest rate environment worse than what you expected? And if so, what's the offset? Is there something else in your business that's trending better than you expected two months ago that's allowing you to essentially raise the full year guide by $1 million despite the worse interest rate environment?

Jim Cox -- Chief Financial Officer

Yeah, perfect, perfect. So thank you for clarifying that for me. I appreciate it, sorry, as we jumped on. So I think you're right.

I think that you would say that the expectations around interest rate in the month of March and April have gone down relative to where they were in the beginning of the year when we spoke to you at the beginning of March. And so you're right. Generally, we talk about AUM gentle tailwind to us. And now as we're looking at with those changes, we're not seeing that gentle tailwind.

We're seeing a gentle headwind to that. And -- but just for perspective, right, when we've seen the most kind of volatility in the markets, we've seen this ranging, call it, kind of 2% plus or minus. So I just want to manage everybody's expectations around that. Underlying that, to your point, we see an incredible -- we had great bookings in Q1, and we feel a really strong pipeline and good demand environment in Q2, which helps us offset that.

And so I would say that those are part of the pieces to think about with respect to that. Other things, just to remind everyone, contractually, we have minimums in our contracts. We have tiers in our contracts. And by the way, our clients are also moving their assets between these asset classes, and that ameliorates all of those kind of straight pricing changes that we see.

Sandeep Sahai -- Chief Executive Officer

Gabriela, this is Sandeep, if I can just add --

Gabriela Borges -- Goldman Sachs -- Analyst

Yes, please.

Sandeep Sahai -- Chief Executive Officer

So if you look at our guidance at the beginning of the year, which really was 60 days back, so we came up with the guidance. And really, when you see us increase it by $1 million, that's really just an acknowledgment of the fact that we overperformed in Q1. And so we're just increasing the guidance by $1 million. We think it's a little bit early to do anything to the EBITDA.

We still expect to come in what we had laid out, which was between $80 million and $82 million. And so that's really -- it's more than that.

Gabriela Borges -- Goldman Sachs -- Analyst

Understood, understood. And then the follow-up to that is how should we be thinking about NRR going forward. The rate environment would do whatever the rate environment does. It's outside of your control.

And so Jim, you're pointing of having the minimum. What are the pieces that are within their control that can allow you to drive NRR higher from here? And what's your expectation to the rest of the year?

Sandeep Sahai -- Chief Executive Officer

Yeah. If -- this is Sandeep. So look, the NRR, what you should be thinking about is that the interest rate expectation for the rest of the year is priced in. And so we look at the value of the assets we have on our platform that is already priced in.

So unless something changes materially in what the Fed does, and it looks like it's able to do a little bit better than we thought, so you would not see further changes on that. The other point I wanted to make was we already see on our platform enough of our clients rebalance the asset mix. And because if you understand who our clients are, insurance companies, CFOs of corporations, and asset managers, and they will always rebalance to try and take our volatility. And so that also should have a positive influence on how we think about it, but I do think the current situation is price.

Gabriela Borges -- Goldman Sachs -- Analyst

Thank you for the color.

Sandeep Sahai -- Chief Executive Officer

Thank you, Gabriela.

Operator

Thank you. The next question is from the line of James Faucette with Morgan Stanley. Your line is open.

James Faucette -- Morgan Stanley -- Analyst

Great. thank you very much. Really good, obviously, to see kind of close to mid-20s or around mid-20s revenue growth. How should we think about what kind of scenario you would need [Audio gap] expected Horizon two initiatives, etc.?

Sandeep Sahai -- Chief Executive Officer

Yeah. Hi. Thank you for the question, James. So listen, James, I think if you look at our performance over the last so many years, we've consistently delivered in the 20s, right? If you look at quarter 1, we frankly had a really great booking quarter.

Booking was great. I think the pipeline continues to show no impact of potential inflation, potential problems with Ukraine. We don't see that at all right now in the pipeline. Now having said that, we're obviously being very watchful about Q2 through Q4 about seeing what happens.

And finally, we also worry a lot about NRR. The gross revenue retention, it's still at 98%. But in our business, we do think we can deliver 20% plus on a sustained basis. So the fundamental change about is the platform disruptive? Absolutely.

We win more new clients than most of the industry sort of expects. Do we win against competition? Absolutely and consistently. So we don't see any change in the -- either the economic environment or the competitive environment, right? And so we still think we can continue to deliver what we had laid out last year and in the beginning of this year, which is revenue growth in the 20s -- or 20% revenue growth, good solid EBITDA because I think that is really important as you and I have all talked about for many quarters now is we think profitable growth is key and sort of just growth for the sake of growth. And we don't quite see any change yet, James.

Like I was telling Gabriela, I think we have increased our outlook by $1 million because we overperformed $1 million. We could not do that. But we continue to be watchful about potential impact from macroeconomic issues, I think. Jim, do you have anything to add to that?

Jim Cox -- Chief Financial Officer

Yeah. I think, James, it's a bit of the same story, right? So how do we keep going? How do we keep accelerating? What do you have to believe? We have to continue to win in the key North American markets of insurance and asset management. We've had great kind of momentum internationally over the last few quarters. So we continue to feel good about that, but we need to kind of see that accelerate.

And then we have all of our adjacent markets that we are seeing good early progress on, but they aren't yet meaningful yet. We want these adjacent markets to become meaningful growth drivers.

Sandeep Sahai -- Chief Executive Officer

Yeah. And sorry, just to finish up there. Really excited about Prism. I think as I said in our comments, Prism just seems to be opening markets we would not have otherwise had access to, right? And so we continue to get wins on Prism.

And so that just is exciting. Like Jim said, we're excited with the international thing. It's a little bit faster than we thought and we had said that Prism gets a little bit faster than we thought.

James Faucette -- Morgan Stanley -- Analyst

Got it. Got it. Got it. And then just, Jim, I think you laid out really well kind of what was moving the net revenue retention rate.

What's reasonable for us to think about in terms of how quickly we can get back to more of that 111% to 112% range between the price increases and upsell, etc.? And what are the things that we should be tracking perhaps in the macro that could move that number as well? Is it just changed interest rates and the impact on assets or just wanted to make sure we understand kind of how to take that into account.

Jim Cox -- Chief Financial Officer

Sure, sure. So I think what I mentioned, I mentioned two factors. So one thing that I didn't mention that I think is important to understand is our strategic asset management clients that have traditionally and historically since we've been talking to public company investors have been kind of a great source of that net retention growth within that segment. That continues.

That -- the momentum there continues. What we saw different was within the insurance marketplace. And when we dug in and looked at that, you could see -- and we have a little less control over this in the insurance market because typically, we get the entire book of an insurance company. But when a reinsurer goes and acquires another book of business, that -- and they put that on our platform and we enable that, right, that's really the benefit of Clearwater.

It's they can think about these strategic acquisitions without worrying about the operational burden. Well, that is a little bit less than our control, right, because we're waiting on our clients to take that action. And so that moves around a little bit. Now long term, how do we get that -- and I'm just going to see aspirationally here, James.

How do we get that NRR up to a world-class level like our gross retention? We really need to build in this multi-product strategy. We're in the very early innings there, but there's more that we can do for our clients, and we need to expand within those clients across various different product verticals. They need us to do more for them, and we need to deliver for that.

Sandeep Sahai -- Chief Executive Officer

So, James, I do think -- this is Sandeep here. I do think this is a program within the company. It is not something we're trying to do in half quarter, one quarter. But our gross revenue retention, I'm sure, that we -- is world class.

And our net revenue is not, and that happens by price increases, multi-product pricing, differentiated asset class pricing. We are seven levels, but you have to do this in a sustained way so that as you look out a year and two years, if you can get it meaningfully higher than where we are, growth just becomes so much easier. We can then chase larger numbers but you have to get this. We do see it as a multi-quarter effort.

James Faucette -- Morgan Stanley -- Analyst

That's great. Thank you, both.

Jim Cox -- Chief Financial Officer

Thanks, James.

Sandeep Sahai -- Chief Executive Officer

Thanks.

Operator

Thank you, Mr. Faucette. The next question is from Rishi Jaluria with RBC Capital Markets. Your line is now open.

Rishi Jaluria -- RBC Capital Markets -- Analyst

All right. Wonderful. Thanks, Sandeep. Thanks, Jim.

Appreciate you taking my questions and appreciate all the detail. I wanted to start by asking another question on NRR but just thinking specifically, as you are seeing more customers, new opportunities land on Prism and that opens up doors that you couldn't open before, really encouraging to see, as that becomes a bigger part of your land and you start to get success using the core platform as an expand once you have your foot in the door, what sort of impact should we expect that to have on NRR especially as it becomes a more significant part of the business and new logo lands? And I've got a follow-up.

Sandeep Sahai -- Chief Executive Officer

Yeah. Thanks, Rishi. Thanks very much. But that's exactly the point, Rishi.

AS you know, we used to go into a client base and just sell everything for one price and levels it right? And that is all you can eat kind of model, right? And here, what we're trying to do is get a beachhead and then expand, and Prism does exactly that. So our expectation is that going in with Prism should improve NRR in the coming quarters and years. So it is not just also Prism, Rishi. It is about how does the company become more multi-product some of it from just disaggregating what we sell and how we sell and other things building new products clients need.

So I think both of those have to be done to, in a sustained way, grow this over the next several quarters. Jim?

Jim Cox -- Chief Financial Officer

Perfect.

Sandeep Sahai -- Chief Executive Officer

Mr. Cox says it was perfect.

Rishi Jaluria -- RBC Capital Markets -- Analyst

Got you. Thanks, Sandeep. No, that was great. Really helpful.

And then I just wanted to think about the current environment, right? You laid out why maybe the rising interest rates and about markets off maybe headwind we're seeing. But the flip side I think we have to ask is there's obviously been a huge pullback in some of these what were quite frankly agreed out valuations around. How are you thinking about the potential to take advantage of this and more importantly to expand your platform and value prop to customers via inorganic opportunities? Thanks.

Sandeep Sahai -- Chief Executive Officer

Yeah. So if I can just make one point and Jim, if you don't mind commenting the M&A part. So look, I think, fundamentally, in uncertain times -- and you described right now the situation right now is somewhat uncertain about economic growth, inflation, Ukraine, not quite sure what to do. It should do well for companies like us, right? When people move to the cloud when you are uncertain only because there's no large upfront investment.

You sort of maybe drink a bit. So obviously, it's a better business model. People search for efficiency and cost reduction. Again, see what is really good at that and really in managing risk.

Risk is suddenly really important to people. And so our proposition should play well to all four things. I don't think we've quite seen it yet. We have a big pipeline, but it's not like the pipeline is massively bigger than what it was 60 days back than we spoke to you.

But those should play to our strengths is what I think. Jim, you want to talk about M&A though?

Jim Cox -- Chief Financial Officer

Yeah. I think that we're obviously -- when you think about a multiproduct strategy that that becomes a very important element of it. And so we're actively looking at those, nothing to announce at this point or talk about, but we view it as part of a real long-term strategy for delivering for our clients. One place that when you talk about some of these valuations is we're hopeful that for our employees, clients really appreciate the solid, durable business model that we have.

We make money. They can rely on us. They can count on us. That's really important for clients.

It's also important for employees. Employees like the fact that they understand this. And frankly, we're really interested in hiring more employees. And so we hope to be opportunistic in thinking about that.

Sandeep Sahai -- Chief Executive Officer

So if I can finally add one more thing. Look, I think there's definitely more activity. There's no question about that. I think when you look at it in Q3 of last year, I think everybody had different ambitions, and I think you'll see a lot more activity right now.

There's without question. And the bar remains very high. We really think that if you look at Q1 and you look at last year, it's a good -- be executing well. So we want to be careful about any kind of acquisition, which sort of take some momentum away, if you will.

So something of it is a high bar. But yes, the costs have got $260 million of cash or more, and so we think about capital allocation quite seriously.

Rishi Jaluria -- RBC Capital Markets -- Analyst

Got it. That's really helpful. Thanks, Sandeep Thanks, Jim.

Sandeep Sahai -- Chief Executive Officer

Thank you.

Operator

Thank you. The next question is from Pete Heckmann with D.A. Davidson. Your line is open.

Peter Heckmann -- D.A. Davidson -- Analyst

Good afternoon. Thanks for taking the question. What I was wondering about is on Prism. Kind of remind us where you expect to see the most success both by industry vertical and industry -- I'm sorry, industry vertical and geography, but where do you think that can get to as a percent of revenue, let's say, by the end of next year? Could you make a forecast there?

Jim Cox -- Chief Financial Officer

So in a word, Pete, no, I'm not going to make the forecast for that because everything is growing reasonably well. So we want to think about that a little bit more. So talking through the market verticals where it naturally fit. So obviously, we had success.

It fits across a variety of different market verticals depending on the different use cases, as Sandeep spoke to in the prepared remarks. We think it makes a ton of sense in various asset management clients and it fits perfectly. And then the other place where it fits very well is within mega insurance clients who feel somewhat like they also have a portion of their business that feels a little bit like an asset management. And so those are the two places where we found success.

But we see success across a lot of different verticals. Sandeep?

Sandeep Sahai -- Chief Executive Officer

Yeah. If I can just take real-life examples in my prepared remarks, a little bit about that. If you think about the insurance clients is large, they may be willing to have us come in and do 80% of the accounting and reporting, but maybe the real estate assets are in a different system, and they can't move that over quite yet right? Really, we would have walked away from that. But today, what we can do is because of Prism, we can bring all of that together and give one comprehensive view.

So mega insurance clients, that's more relevant. That's one. When you think about asset management, it's a different equation. There, your clients, institutional clients of these asset managers, and they typically will have multiple systems for different asset classes and perhaps even different countries.

Again, we may get a portion of it, not all of. And we would have had a hard time giving a comprehensive view. With Prism, we can bring all those pieces together. And so in the asset management side, specifically client reporting.

On the institutional side, you see a lot of activity in a lot of [Inaudible] And finally, the last one which I was talking about was wealth. Now wealth in the deal we just won, we don't even do accounting for any of it. We just for their clients, we can bring together all of those accounting numbers and provide one comprehensive view. So Prism does stuff on the insurance side, on the slightly larger insurance clients.

Across the board, it does a lot in asset management side and definitely gets us entry into the wealth space. And so again, these -- we're just finding more and more applications for what we are building with Prism.

Peter Heckmann -- D.A. Davidson -- Analyst

OK. That's helpful. And then just in terms of what we're all hearing on wage inflation, higher attrition. You mentioned a little bit of a delay in some of your planned hiring.

How are you incorporating that in your guidance and how you think about the marketplace? And do you see further acceleration from here? Or do you -- are you thinking that we've reached a level that maybe enough for the time being.

Jim Cox -- Chief Financial Officer

Sure, Pete. Yes. Like I don't think we're alone in saying that we have seen wage inflation within our employee base. And so we're committed to being competitive and attracting top talent.

And so we're going there. However, we do have some benefits, right? So we have a pretty diverse employee base between our operations center in Boise and in Edinburgh and in India. We have some optionality around that. And so we see that that helps a lot.

I mean these inflationary pressures are enormous and are real. As it relates specifically to our guidance, it's -- everything is in our guidance. We've thought about it. We still are able to make the investments we want to make.

We just need to be thoughtful about how we make it.

Sandeep Sahai -- Chief Executive Officer

I think the only is where we saw some -- we did make changes in Q4 of last year, I think in Q1 of this year. We don't see anything else changing for a period of time right now. We did see some kind of pressure on hiring new R&D staff, right? I think that was a little bit harder than we would have thought, right? And I think on the operational side, we did very well. I think as is reflected, I think, in the gross margin is we can actually --

Jim Cox -- Chief Financial Officer

We hired very fast.

Sandeep Sahai -- Chief Executive Officer

So I think we can do that well. But I do think on the technology side, they've been thinking about, hey, what do we do especially in the Seattle and California markets. So those tend to be actually bit more competitive in quarter 4 and quarter 1 than we expected.

Peter Heckmann -- D.A. Davidson -- Analyst

Got it.

Sandeep Sahai -- Chief Executive Officer

We don't see continuing -- we don't see a continuing trend that says, oh, a lot this is getting worse, something is not. I think we are -- we do a reasonable job of assessing employee satisfaction, and we will go out and get anonymous views from the whole company. And literally, 90% of the company will participate in this survey, which literally closed on Friday. And so we have a reasonable pause on whether people think the wages are fair, whether they're appropriate.

And I think at this point, we are in a good shape.

Peter Heckmann -- D.A. Davidson -- Analyst

Thank you.

Sandeep Sahai -- Chief Executive Officer

Thanks so much, Peter.

Operator

The next question is from Kamil Mielczarek with William Blair. Your line is open.

Kamil Mielczarek -- William Blair -- Analyst

Hi, thank you for taking my question. I just want to follow up on the macro commentary. In 2020, despite the market falling more than 30% for peak or trough, your AUM stayed relatively flat. Can you talk to your level of visibility into demand today relative to prior market downturns? And in what ways might macro headwinds to your AUM growth be worse or better than it was early in the pandemic?

Jim Cox -- Chief Financial Officer

Yeah. So I think what we said was historically, we saw kind of at the highest level of negative 2% to negative -- to positive 2% was kind of the range we historically see. That March of 2020 was that negative 2%. So we have not seen -- the other thing that happened in March of 2020 was demand got very quiet.

We certainly have not seen that. We have -- the pipeline is full. People are active. In fact, we're out traveling again, meeting clients and trying to drive business.

So it doesn't feel the same way, March of 2020, April of 2020 felt when we were in -- during the COVID crisis.

Kamil Mielczarek -- William Blair -- Analyst

Sorry, just a follow-up on quota-carrying headcount. You grew headcount very rapidly in 2021. Can you just update us on how the ramp of the new reps has trended versus your initial expectations and how you think about the growth for the rest of the year?

Jim Cox -- Chief Financial Officer

Yeah. So I think that what was great about the end of 2021 was we had enough quota-carrying headcount in their seats at the beginning of the year. if we're honest with you, everybody says they want to do that, and usually, it ends up happening in February, March. So we've done really well there.

I think -- and so I think we've built that out, and now we're starting to look to try and grow the platform for this kind of, call it, the sales work platform for 2023. And I would say we are incredibly successful at hiring in North America. And I would say that our brand is still relatively newer internationally. We're seeing good success there, but we continue to have an opportunity to grow that team and that would be very much a process of ours.

Sandeep Sahai -- Chief Executive Officer

Yeah. The one thing, Kamil, we told all of you last year was it's going to take us a year to get Asia going. And then we announced SBB. And then we also, last quarter, we won a deal with Sumitomo MSIG.

And again, these are a little bit ahead of when we expected them, but I do think that really platform seems to be effective and impactful just across the globe and frankly across markets. And there's a little discussion about we just continue to grow this because it seems to be -- it seems to work across industries. And our approach is, yes, it does cost us a little bit on gross margin because you're sort of putting people out in Singapore, and putting people out in all kinds of locations. But that's something I think we are just doing because we feel it's worth putting the platform out there for as many clients or the many markets where we can financial.

Kamil Mielczarek -- William Blair -- Analyst

Got it. That's very helpful. Thank you again for taking my question. 

Sandeep Sahai -- Chief Executive Officer

Thank you so much.

Operator

Thank you, Mr. Mielczarek. The next question is from Brian Schwartz with Oppenheimer. Your line is open.

Unknown speaker -- Oppenheimer and Company -- Analyst

Hi. This is Peter on for Brian Schwartz. I had a question on your competitive landscape and particularly around whether anything has changed since your IPO. And then are you seeing any certain vendors evolving in certain areas or any new entrants potentially? And then I guess to lay on top of that, as you think about your multiproduct strategy and new functionality to add there, are there any areas you find more attractive or less attractive just from a standpoint of competitiveness? Anything on that would be helpful.

Thank you.

Sandeep Sahai -- Chief Executive Officer

Thank you. Look, I think what has changed is that we are not -- no longer under the radar. Everybody knows about us. And when they say, what is the going to go out and compete hard, right? I think a couple of other things.

We continue to spend 24% of our revenue in R&D because we think we are disruptive, but we want to continue to stay ahead and make the investments to stay ahead. So that's the first thing, just on a macro level. Do we think competition is more aggressive somewhat? Yes. Do we think that we continue to win as much as we always want? Absolutely.

So I think what makes a difference is even is that we have the only, I think, a lot of the only single-instance, multi-tenant, but a single security master. All this network effect we talk about, all these efficiencies we talk about, that comes because -- not because we're on the cloud. It does not come because it is single-instance, multi-tenant. It comes because we have a single security master, which all our clients use.

And that is what makes us unique in the market and frankly drives the network effect, which drives efficiency and which drives feature functionality for one client to be builders in Hong Kong for new clients customer. Everybody has that at the same time. So we don't see anyone else coming up with a model like that. I think a number of our competitors have both the software in the cloud, and that you must have seen similar announcements.

And that's interesting. I think a number of our clients are thinking about starting something in managed services, and that's also interesting. But I do see those as a validation of what we have built. It's that the model of the feature is on the cloud, single-instance, multi-tenancy, but a single security master and a complete business solution, which is including managed services.

So I do feel all of these moves, which you see announcements on from our competition, I frankly see that as validation of the model. And so yes, we are very watchful. And I'm sure you've asked us before and we have said, look, we're going to continue to expand 24% because we don't take this for granted. We are continuously thinking about what else we can do to be more responsive to client needs.

I don't know, Jim, would you add something to that or --

Jim Cox -- Chief Financial Officer

I think the only question -- the only incremental -- great. The only additional item would be kind of the M&A question that you had. And so I think that we do think about those levels of functionality, but Sandeep hit the nail on the head. We have the single-instance, multi-tenant, single security master, single -- and so we need -- this is why we have such a high bar.

We need this solution that we deliver to our clients to be elegant and consistent with that. And so that's where we're focused.

Sandeep Sahai -- Chief Executive Officer

Yeah, just to sort of elaborate on that just for 1 more second. We built the accounting engine business model we talk about 10 years back. And this is reasonably complex and calculated, which is why even after we have built it and we tie on it getting the tens and hundreds of them, we have continued to spend that much money to make sure it handles the complexity needed by very large clients, small clients, medium-sized clients, global clients. And so it isn't quite that easy, I think, to just suddenly say, OK, I will go build this.

Yes, it takes a little doing, I think.

Unknown speaker -- Oppenheimer and Company -- Analyst

Great. That's very helpful. Thank you.

Sandeep Sahai -- Chief Executive Officer

Thanks so much.

Operator

Thank you, Mr. Schwartz. The next question is from David Unger with Wells Fargo. Your line is open.

David Unger -- Wells Fargo Securities -- Analyst

Great. Thanks for squeezing me in. Appreciate it. Most of my questions have been asked.

I just wanted to touch on win rates. You guys have historically had tremendous win rates, and I just wanted to -- any color you can provide, how things have been trending over the past few months. Thank you.

Sandeep Sahai -- Chief Executive Officer

Thank you, David. This is such a nice question. No, we have -- this competition question, I didn't want to be -- I did not want to sound to address that -- but our win rates are frankly very, very unchanged. So when we go out and we compete, we win.

And we win a very vast majority of the time. The win rates haven't changed very much. I think obviously, in newer markets, it's different. But overall, when you look at Clearwater's win rate, as we have sort of talked about before, it's very unchanged.

So -- and that's why the commentary around -- we think that we have a disruptive platform. We think it is a large TAM. And so we can continue to grow and continue to get organic growth at a pace, which is -- which were laid out in the past. So it continue to be literally as good.

And as Jim said, I think, considerable pipeline. The pipeline flow continues to be robust, and we continue to build operating capability a little bit ahead to service that.

David Unger -- Wells Fargo Securities -- Analyst

That's great color. Thanks, Sandeep.

Sandeep Sahai -- Chief Executive Officer

Thanks, David.

Operator

Thank you, Mr. Unger. That concludes the question-and-answer session. I will now pass the conference over to Sandeep for any closing remarks.

Sandeep Sahai -- Chief Executive Officer

Yes, I just want to say thank you all for your interest in Clearwater. We know you have many things to do and just taking the time to cover us. We're very thankful for that. We think we have a really great durable story.

And so again, thank you for your interest in us.

Jim Cox -- Chief Financial Officer

Thank you.

Operator

[Operator signoff]

Duration: 54 minutes

Call participants:

J.R. Ritchie -- Vice President, Finance and Investor Relations

Sandeep Sahai -- Chief Executive Officer

Jim Cox -- Chief Financial Officer

Gabriela Borges -- Goldman Sachs -- Analyst

James Faucette -- Morgan Stanley -- Analyst

Rishi Jaluria -- RBC Capital Markets -- Analyst

Peter Heckmann -- D.A. Davidson -- Analyst

Kamil Mielczarek -- William Blair -- Analyst

Unknown speaker -- Oppenheimer and Company -- Analyst

David Unger -- Wells Fargo Securities -- Analyst

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