Good day and welcome to the Elastic Fourth Quarter and Fiscal 2021 Conference Call. All participants will be in a listen-only mode. [Operator Instructions] After today's presentation, there will be an opportunity to ask questions. [Operator Instructions] Please note, this event is being recorded. I would now like to turn the conference over to Anthony Luscri, Vice President, Investor Relations. Please go ahead.

Thank you. Good afternoon and thank you for joining us on today's conference call to discuss Elastic's fourth and fiscal 2021 financial results. On the call, we have Shay Banon, Founder and Chief Executive Officer; and Janesh Moorjani, Chief Financial Officer. Following their prepared remarks, we will take questions. Our press release was issued today after the close of market and is posted on our website. Slides which accompany this webcast can be viewed in conjunction with live remarks and can also be downloaded at the conclusion of the webcast on the Elastic Investor Relations website, ir.elastic.co. Our discussion will include forward-looking statements, which may include predictions, estimates, or expectations regarding the demand of our products and solutions and future revenue and other information. These forward-looking statements are based on factors currently known to us, speak only as of the date of this call and are subject to risks and uncertainties that could cause actual results to differ materially. We disclaim any obligation to update or revise these forward-looking statements unless required by law. Please refer to the risks and uncertainties included in the press release that we issued earlier today, included in the slides accompanying this webcast and those more fully described in our filings with the Securities and Exchange Commission. We will also discuss certain non-GAAP financial measures. Disclosures regarding these non-GAAP measures, including reconciliations with the most comparable GAAP measures, can be found in the press release and slides. The webcast replay of this call will be available for the next 60 days on our company website under the Investor Relations link. Our first quarter fiscal 2022 quiet period begins at the close of business, Friday, July 16, 2021. During the week of June 8, we will be participating in the Bank of America Global Technology Conference, The Stifel Cross Sector Insight Conference and The Baird Global Consumer Technology and Services. With that, I'll turn it over to Shay.

Thank you, Anthony. Hello, and welcome everyone. I'm happy to be here with all of you today to share our fourth quarter and full fiscal year results. We once again delivered strong performance driven by broad adoption of our offerings and the continued growth of Elastic cloud. In Q4 revenue grew 44% year-over-year, and we once again saw robust customer acquisitions and expansion metrics. We ended the quarter with more than 15,000 subscription customers, including over 730 with annual contract value of more than $100,000. Looking at the full fiscal year, revenue grew 42%. The strong performance was fueled by continued adoption and differentiation of our solutions and features, expansions to new use cases, growth across all geographies and increase strategic relevance at all levels of the business. Companies throughout the world are becoming more digital and distributed, especially as they move to the cloud. And they are generating an ever increasing amount of data. The ability to search, observe and protect this data is critical to every company's success. We believe search is the most natural way for people to interact with data and find what they're looking for. Elastic enables customers to quickly search across any data anywhere, anytime, from adding a search box to a website, to monitoring applications, infrastructure and cloud services and preventing, detecting and responding to threats across their organization. Customers turn to Elastic for our deep expertise in creating World Class Search experiences across our enterprise search, observability and security solutions. They are built into the Elastic Search platform, our single unified technology stack. Now, I would like to share some of the innovations we have made in our unified search platform. First, I'm happy to share that the frozen data tier powered by searchable snapshots is now generally available. Data is growing…

Thanks, Shay. Q4 was a great finish to the year, continuing our momentum of strong execution against the backdrop of gradually improving global economy. Our solutions continue to resonate with customers, our cloud momentum was strong, and we are continuing to invest against the rich market opportunity ahead of us. Let's get into the numbers. Total revenue in the fourth quarter was $177.6 million, up 44%, year-over-year. We finished fiscal '21 with $608.5 million in total revenue up 42% year-over-year, reflecting strong revenue growth at scale. We are very pleased with our performance, ending the year significantly better than expected given our strong execution. Subscription revenue in Q4 totaled $164.5 million, comprising 93% of total revenue. Within subscriptions revenue from Elastic cloud was again strong at $51.3 million growing 70% year-over-year, driven by strong customer growth and usage, we once again saw strength in both our annual cloud business as well as our monthly cloud business. Elastic cloud revenue for fiscal '21 was $166.3 million, up 80% year-over-year, and comprise 27% of total revenue. We also passed another significant milestone as of Q4. our Elastic cloud business now has an annual run rate of over $200 million. Professional services revenue in Q4 was $13.1 million growing 34% year-over-year. As I've said before, services revenue can fluctuate across quarters depending on the timing of projects and delivery. Moving on to calculated billings, calculated billings in Q4 grew 38% year-over-year to $240.9 million. The demand environment in the quarter played out better than expected as we experienced early signs of a recovery. The quarter strength was broad based across our three solutions, driven by strong new and existing customer growth across segments and geographies. At the end of Q4 total deferred revenue was $397.7 million, up 53% year-over-year. Remaining performance obligations totaled…

We will now begin the question-and-answer session. [Operator Instructions] And our first question today will come from Matt Hedberg with RBC Capital Markets.

Great quarter. I mean, lots of positives, obviously, the Elastic cloud growth, I think, what was a record new customer add, and now there's the billion dollar fiscal '23 or billion dollar plus fiscal '23 target. I guess when we start to think about the progress to that target. Shay, it strikes me that security is going to be an increasingly important part of your business. And I guess, following all these breaches, it really seems like we have a data problem. With all the security solutions out there, yes. Can you talk about your ability to perhaps consolidate some spend, help customers feel even more secure, really harnessing the power of data to maybe make smarter security decisions?

Of course, happy to. First of all, at Elastic, we don't treat data as a problem, but as a feature and capability that we can go and use in order to better search, observe and protect customers and companies. And we are happy about the ability to act specifically with what you mentioned I think that's critical aspects of why our security product is growing. Now, as a greater proportion of our corporate operations are tied to IT systems and are just, they're presented with more opportunities to prey on links in critical supply chains. And we help customers search and observe and protect all of the data, as you mentioned, that is generated by all these systems. Even last quarter, we launched a solid ransomware production, for example, on the endpoint itself, and bringing, similar protections to the endpoint to the data center into the cloud. Security is our fastest growing segment within our business. Observability represents north of 40%, Enterprise Search less than 33%. And security represents around 20% of our business now, and it's our fastest growing, but we treat all of that as the same data. And, while you observe [indiscernible], and we believe that all the observability data can be heavily used and harnessed towards better protecting companies as well.

That's super helpful. And then I guess, maybe to sort of double click on that a little further, with your success in enterprise search, it strikes me also that you're in a really good position to help organization with a data governance risk, really, your search engine, being able to identify sensitive information, monitor access to this, wherever that might sit it, whether it's on premise or in cloud data stores, am I right in thinking that this could be a growing trend for you looking forward?

It's definitely something that we're thinking towards the long-term, though, I would say. Currently, the focus that we have with a workplace search products specifically to be able to easily onboard any type of SaaS base data, focusing on the most popular sources like Google workplace, or Microsoft data sources and in Salesforce. Once we have access to these data and make all of that content searchable, which is critical to workplaces today, as they become more distributed, we can actually provide additional value over time. For example, who access what data at what time, because we know the content would crawl it, we make it searchable, so we know what changed in it. There's definitely areas that we're thinking about, relax the idea of being able to build it on a single search platform. But it's more of a long term implementation for us moving forward.

And our next question will come from Raimo Lenschow with Barclays.

Two quick questions. First, Shay, you talked a lot about the benefits from the enterprise SKU that you saw with searchable snapshots etc. Can you talk a little bit about where your customer base is in terms of adoption of the different SKUs? And what's the opportunity to kind of move customers to the higher value added services. And then Janesh, one for you, if I look at the guidance, etc, it's almost a step change, because you've been a very, very conservative CFO. And this looks -- sounds a lot, you sound a little bit better, or a lot better, actually. And the guidance looks very good. What's the stuff that drives your optimism here in terms of data points that you're seeing out there? Thank you.

Yes. I'll start to talk about the enterprise SKU. So I'll mention a bit about the history of the enterprise SKU. A few years ago, we introduced the enterprise SKU to provide our own prime or self managed cloud products. So our orchestration product was provided as part of the enterprise SKU. As we started to add more value to these enterprise SKU advanced endpoint protection capabilities. But really the most significant one is searchable snapshots and we just [GA-ed] [ph], what I would consider to be the biggest aspect of it in frozen tier. That's when I think enterprise SKU really starts to shine and be more applicable to more and more customers out there, especially on our cloud. The enterprise SKU is only recently available on our cloud, thanks to the searchable snapshot at frozen tier. It represents a relatively small amount of business for us. And I suspect that over time, there will be a tailwind to it, it will take some time as users start to see the value of searchable snapshots specifically. And as we add more features to the enterprise SKU, which we believe provide greater value to customers, we will see probably more adoption of it.

And Raimo from my lens, a bit that I just maybe add to that point also is that when we think about the distribution of solutions across our customer base, one of the statistics we've shared before is that over half of our customers that are more than 100k ACV have so far adopted only one solution. And then if I think about the million dollar plus customers, they've adopted two or more solutions. So that to me represents the opportunity that we've got to continue to drive greater cross sell, upsell and generate much more value from that. And then on the guidance question, well, look, the way I'd characterize our guidance approaches, as I did in my earlier remarks that Q4 and all of fiscal '21 was a very strong year for us. Nothing has fundamentally changed though, in terms of our core approach to how we think about guidance. We look at a number of different inputs for the year. We guide based on what we know, those inputs will include, for example, the funnel, conversion rates, hiring plans, productivity ramps, product roadmaps, and of course, the general economic landscape and customer spending patterns. And at this time, last year, when we were initiating guidance for fiscal '21, we were in the very early stages of the pandemic, as you'll recall, and it was incredibly difficult back then to predict what the economic impact would be and how customer spending patterns would evolve. So naturally, at that point, it was appropriate for us to guide quite cautiously for fiscal '21. What's different for us now just saying compared to last year is that there's much less uncertainty. Customers have adapted their business practices, we know how to work with customers, they are focused on digital transformation initiatives. And the global economy is gradually improving. And so we've reflected all of this better visibility and confidence into the guidance that we provided.

And our next question will come from Brent Thill with Jefferies.

The billion dollar fiscal '23 target is implying roughly 20% CAGR. So that's around a 30% for the next couple of years. What's giving you confidence in that milestone at this point? Can you kind of unpack what the drivers are and the confidence around that target?

Yes, happy to Brent. And maybe I can take that, so I think the strongest indication for us is that our customers continue to tell us that their spending priorities are aligning with areas where our solutions are focused, we're seeing significant traction in a number of different fronts. We've clearly through the course of the pandemic demonstrated strong execution. And when we just think about the magnitude of the market opportunity ahead of us, and the fact that we're investing towards capturing that opportunity in the long-term, all of those indications give us the confidence that that's an achievable milestone. I think about investments from a number of different dimensions, including our ability to move further up within the enterprise. When I think about how we're progressing quite nicely in cloud, we've seen incredibly strong momentum there. And just the fact that the underlying market trends and dynamics are playing to our advantage where data volumes are exploding and customers are continuing to adopt us for more solutions and ingesting data from multiple sources and continuing to expand their usage of our technology. So it's all of those things that give us the strength and conviction around the long term future for the company.

And just a quick follow up, you'd mentioned you accelerate your hiring pace. Can you just give us a sense of, on a quota carrying rep side, are you hitting your goals, you're overachieving, where you add as it relates to the build out of the go-to-market?

Yes. So Q4, you will see that we added across the company 95 people and that's faster than the pace over the past couple of quarters. And looking ahead, what I'd say is, if I think about the investments that we're making broadly in the field, first off, as we went through the planning process and thought about the opportunity and where we want to make investments, it was fantastic partnering with Paul, he's been a great addition to Elastic, and it was really great partnering with him as we think about where we need to make those investments looking ahead. What we also said earlier, is that any changes that we make will be evolutionary, not revolutionary. And so consistent with that we're making investments in all areas in the field organization. We're also investing in the marketing function, which is just a core part of the overall go-to-market strategy. So the investments in sales will be not just in sales reps, that are covering enterprise and commercial and public sector accounts, but also in all the roles around them that make them successful. We're also scaling the velocity model quite heavily as we drive the cloud business forward. So we're investing in all of those areas and investing over the course of, all of fiscal '22. So we're quite optimistic about the longer term there.

And our next question will come from Tyler Radke with Citi.

I wanted to ask you about -- I think record net adds that you saw this quarter, a little over 1000 new customers. I was curious, number one, a, if the majority of those net adds are coming through in your SaaS business, and if indeed, you did see a record net adds quarter in the SAS business. And number two, just wanted to understand what do you think is driving that? Obviously, you made a licensing change that I think was viewed, pretty positively by some, and just curious if that's had any impact on the record net adds that you saw? Thank you.

Tyler, this is Janesh. Well, maybe I'll kick us off, and Shay then you can talk about the licensing fee. So on the new logos, Tyler, we were quite pleased with the new customer additions in the quarter, especially in light of COVID-19. Obviously, it was much stronger than prior quarters, we've continued to add many customers both on Elastic cloud as well as on self managed. And a lot of our new customer additions were in fact, in the cloud business where we've seen really strong trends. As you know, we've invested quite heavily in cloud, both in terms of marketing, as well as partnerships on the product side, clearly, it's really been encouraging to see the results of these investments play out. And maybe Shay, I'll let you touch on the licensing fees.

Yes, of course. So first of all, just in terms of overall, how our license fee journeys are going, they're going very well, from our perspective. We made the exchange to protect our product, brand and IP, and we feel confident about our ability to execute against it. I remind you that none of our customers were impacted due to the licensing change. And out of the free and open tier, the vast majority of our users that downloaded our software, they were only using our proprietary distribution under the Elastic license. So there is no impact there as well. And we do expect over the long-term to see a tailwind towards our cloud business. And we're excited about that. Tactically, for this quarter, we haven't been able to correlate it directly to our licensing change, we do think that this will play out over time versus a one-time bump or during one quarter or another.

Thanks. That's helpful. Janesh, I think you talked about the quarter just seeing stronger macro recovery trends than you would have anticipated. And, in the guidance for next year, you talked about stronger second half billings versus the first half, kind of implying that they should reaccelerate. I wanted to ask you about net expansion rate, which I think remain just below 130%. Would you expect that to kind of kick back up, in the back half of the year, particularly as you're selling kind of more strategic use cases and onboard incremental sales capacity? Thank you.

Yes, I'll touch on that Tyler. And you're right. And Q4 was very strong for us. Fiscal '21, overall, I think turned out to be much stronger than we had expected. And if I think about fiscal '22 and the general outlook, there's a couple of things that are driving the billing seasonality, which I'll touch on. So one is the general thesis we have the economic environment will gradually improve globally. Obviously, the U.S. is showing really encouraging signs and other parts of the world are a little bit behind but headed in the right direction. So generally we expect that things will improve and the macro with the course of the year. And the second piece is that our investments will also continue to take greater hold. One of the other pieces, which is a little bit more of a modeling point really is, if you think --you might recall that also in Q1 of last year, we had a billing benefit from a multi-year deal that we had built up front and that transaction back then had $4 million, $5 million of billings into Q1 of '21 and pulled it out from Q1 of '22. So that does present a headwind to billings growth in Q1 of this year. But thinking about the net expansion rate and some of the drivers there, again, I think the underlying individual metrics depend a little bit on how that overall business unfolds. As I mentioned earlier, the underlying drivers for us remain strong, they're playing to our advantage, with the explosion of data volumes and customer adoption of our solutions. And just the strong traction we've been seeing, you see that in the customer counts that's greater than 100k ACV as well, which was the strongest data points that it's been in at least a couple of years. So all of those give us the confidence in the long-term opportunity and we'll see how the net expansion rate unfolds over time. I think over the course of fiscal '22, the net expansion rate is one of the metrics that will unfold just based on how the overall business unfolds. And overall, we've seen this great strength in all of our expansion dynamics.

Our next question will come from Kash Rangan with Goldman Sachs.

One for Shay and for Janesh. Shay with respect to the cloud as a future, do you believe that pivoted to the cloud is ultimately the -- I don't want to use the word endgame. But the strategic outcome for the company granted that your cloud business is doing well, it was up to 75%. So what kind of opportunity do you see in your installed base to get everybody on the cloud platform, ultimately, in the future? And I'll stop with that question before I ask Janesh's question. Thank you so much.

Sure, happy to. So when I look at our ability to -- where can we provide the best service for our customers, everything else being equal, we definitely believe that our cloud service provide the best service for our customers, we are the creators, maintainers, and builders of our products and we know how to manage them well. And we know how to build cloud dedicated features that help for example, scale them automatically upgrade them, and manage them efficiently almost like a worry-free experience to our user base. Sometimes there's still cases where customers might want to run self-managed for various reasons. And I'm happy about our ability to go and provide it to them. And obviously, during the next few years, the immigration happens, ever everything suddenly moves to the cloud. So I'm happy to give -- therefore our customers as they migrate from on-prem to the cloud. I do think that a big part about our cloud strategy is to be there for our customers, wherever they are. That's why we're partnering with all the cloud providers. And only recently we announced even an expanded strategic integration with Microsoft Azure that has been received well by our joint customer base and the Microsoft team. And I'm excited to be able to provide our products, exactly the same experience and exactly the same behavior across multiple cloud providers to provide our customers with more options.

Wonderful. And one for you, Janesh, as the company transitions to the cloud, how should we think about how you're going to be managing the you've been fantastic, as a public company, managing your expenses and whatnot, probably, the guidance and good visibility. How should we think about -- how you'd be managing for the business model transition if there's any transition at all, as part of the consideration? Thank you so much, and congrats on the quarter.

Yes. Thanks, Kash. So obviously, we were very pleased with the cloud performance here in Q4, growing 77%. We also had just a large number of net new customer additions that we talked about. So I think the cloud strengths that you saw was not from any transitions in the customer base, a lot of that was net new adds. And of course, we also saw strength on the self-managed side of the business here in Q4. So, as we've said before, I think our growth in cloud will generally mirror customer preferences and where their workloads reside. And sometimes customers will move existing workloads to the cloud like they do but generally speaking, the way we think about it, there's just an enormous opportunity for us to grow our business, both in the cloud as well as on the self-managed side and our promise to customers is that we will help them by being wherever they are. But a lot of the strength that you're seeing in cloud is actually reflective of the investments that we've made between the marketing side of the house, the sales side of the house, our partnerships with some of the cloud providers, as well as on the product side and building out our presence. One of the other things that we've also seen is that more customers are continuing to the letter, a usage based model that better accommodate their uneven consumption patterns. And so that's another factor that's at play as well. In fact, at this point, over half of our annual cloud revenue is now on a pure usage model. So the way I think about it is that we do think that cloud will continue to grow faster than the self-managed business overall. But our opportunity is quite large, the penetration rates are still low. So we've still got plenty of room to grow in both the cloud and the self-managed side.

And our next question will come from Mark Murphy with JPMorgan.

This is [Benjamin] [ph] on behalf of Mark, congrats on the quarter. Shay, I wanted to talk about the Microsoft relationship. I think you alluded to it. But I was trying to understand if I think Elastic can now be deployed within the Azure account console itself. Does that mean that customers can actually consume Azure credits to buy and use Elastic? And is there any go-to-market incentives in place for Azure sellers to focus on Elastic?

Yes, thanks. But first of all, yes, the answer is yes. And we integrate with the Azure marketplace and customers can take their Azure credits and spend it with Elastic, it's a varying level of integration, we still have a bit of road left to go when it comes to providing all of our services under those credit based system, we working very closely with the Microsoft team to be able to do that and we expect to -- but the vast majority of our used cases can be done through it. When I'm thinking about our Microsoft integration, at least from a product perspective, I'm thinking about it in three ways. The first one is an integrated [indiscernible] experience directly in the Microsoft Azure console. And now the user can log into Azure and deploy Elastic on Elastic cloud as if it was a native Azure service. The second one is the ability to ship data from all of the various Azure services directly into Elastic that helps us observe Azure and protected and obviously make certain content type searchable. So that's also within the Azure console and Azure experience, you can now ship data into Elastic, obviously, there's only -- it doesn't support all the services yet, but we're working closely with Microsoft to enable that as well. And the last part is full billing and marketplace integration. And making sure that people can spend all of their credits across any type of consumption model and usage model monthly annual, to be able to do that with that last date. That part, they can also -- already do about 80% of that used case. Beyond that, we're working very closely with Microsoft. Obviously, every time we sell a deal at Microsoft, we end up benefiting and working very closely with the Microsoft field team. Our team enjoys working with Microsoft and the Microsoft field team. And we think we have a great opportunity ahead of us to provide tons of value and make any data searchable for our joint customers.

Understood very helpful. And Janesh, one question for you. On the expansion metric, it downticked a bit, but I think it's mainly because of the map is there. If you look at the absolute value, which I guess we cannot see, since it's a DTM metric, is there any degradation or you seeing actually it improve and any qualitative commentary on the gross retention side?

Yes, it's a great question [Benjamin] [ph], and you are right, it's fundamentally a question on the math on that net expansion rate, because it is a trailing 12 months metric. And it declined a little bit each quarter through the pandemic. And it's only now that it encapsulates the full 12 months of pandemic effects, because we've just now come up to the anniversary of that. So I'd say the net expansion rate was consistent with Q3 and it just moved a few points, as it does every quarter. In terms of the underlying dynamics, there's no particular thing I would call out in terms of churn versus expansion or upsell. Generally speaking, I think our underlying metrics over there stayed very similar to where they've been in the past. So nothing in particular, I would call out we continue to see customers drive, pretty strong expansion dynamics, as we've seen. I look at that when I think about expansion I consider not just the net expansion rate, but also the customer metrics that are indicative of expansion. So I think of it more on a composite basis. But, since any how it a backward looking, trailing 12-month average and expect in fiscal '22, the net expansion rate will probably be in that 120% to 130% range as we start to work some of the effects of the math off. But as I said, I look at all of these as a composite set of metrics around customer growth and expansion and some of the other metrics around customer that are more than 100k ACV and more than a million dollars have been incredibly strong for us.

And our next question will come from Brad Reback with Stifel.

On the velocity sales investments that you guys had mentioned a couple of times in the call. Do you think there's the opportunity with that to get customer growth to grow faster than revenue growth again?

Yes, Brad. So sorry, there's a slight audio delay, but maybe I can just touch on it and Shay, if you've got additional thoughts then maybe you can add to that. But as I think about it, Brad, from a velocity perspective, there's a number of customer additions that we can drive, a lot of those are on the cloud side, some of the self-managed side as well. Overall, when I look at the strengths that we've seen in customer additions, I think there is a number of factors that go into that including the investments we've made beyond just some of the field investments, a lot of those go into the product and the marketing side as well. And when I think about the overall comparison, for the customer count versus the revenue that we generate, overall, as a company, I think over time, you would naturally see that as customers come on board and then eventually start to expand their usage and expand their spend with us. It's just the factor of how both of those dynamics play out because we keep attracting more customers that are -- that have lower initial land sizes, but then they -- we expand and grow those customers over time. So the revenue and customer count comparison, I think just depends on how those two dynamics play out. But we were optimistic on both fronts and you've seen us reflect that in the outlook for the year that we've provided.

Great. And then maybe a quick follow up, not sure if you'll answer it. But should we think about a cloud being 50% of revenue in fiscal '23, when you hit a billion dollars?

Well, as I said, cloud will continue to grow faster than self-managed for us. And we continue to be just super excited by the preference that customers are continuing to demonstrate for Elastic cloud. So we won't put a number out there for fiscal '23, just yet in terms of what that mix could potentially be. But we do expect that in fiscal '22, it will grow faster than the overall business. And so you'll see the mix in fiscal '22 move up.

And our next question will come from Ittai Kidron with Oppenheimer.

Thanks. Really great numbers guys. Couple for me, first, Janesh, want to make sure that we put the results in the context of also the price increase you instituted in February, can you tell us how did that affect the numbers themselves in the quarter?

Yes, I'm happy to. And maybe just as a reminder for a number of folks, we had increased the prices on the enterprise subscription tier back in February. And, look, we've been very pleased with our progress on the enterprise here overall, I think that's played out just as we expected. But that said, it's still very early days. So the enterprise subscription tier. That tier has not been around as long as the gold and platinum has. And so it's not a large part of the business today. And the price increase, therefore really didn't have a meaningful effect on total revenue in the quarter. That said, we did see excellent customer reception of the searchable snapshots feature and of course, the underlying security features as well that are embedded in enterprise. So we're seeing great traction on enterprise overall. Shay provided an example of that in his prepared remarks, where there was a customer who was using only the free version, but became a paying customer directly at the enterprise tier level, given the value that they see in searchable snapshots. And then more recently, as you may have seen in 7.13, we created an even more compelling value proposition with the introduction of frozen tiers of storage. So enterprise customers who are on that enterprise subscription tier can now search across those across frozen storage using searchable snapshots as well. So overall, I'd say we remain very excited about the enterprise subscription tier becoming a more meaningful part of the business over time, but didn't have much of an effect in Q4 itself.

Okay, very good. And then, as a follow up regarding your investments in sales and marketing, it's absolutely clear why you'd want to do that. But maybe you can help me think about in what way your priorities going forward, is it going to be a little bit different than your priorities looking back with respect to how you deploy your sales and marketing investments, would it be by region, named accounts? Are you more focused on getting new customers, going wider or going deeper or driving more kind of 6k type of engagements? Help me think about how the priorities are changing going forward on the sales and marketing side.

I'm happy to take it here. If I had to characterize it, as Janesh said, we are making investments across the board on sales and marketing in customer success. There's two areas that I'm very interested about, which is the duality of our go-to-market, we want to make sure that we invest heavily in our velocity business, drives land and expand, especially on our cloud, especially surrounding self-service, monthly business on cloud, more and more of our businesses becoming usage based on cloud. And we're very excited about it. And thanks to the fact that we're making it simpler and simpler to the product, to add more and more data to elastic and the fact that our pricing model is directly correlated with the amount of data that users store. We believe that we have strong opportunity to increase investments in the velocity business, either through marketing or through sales and customer success account executives. The other products and other side of the equation as we grow within an enterprise, we start to grow up. One of the things by the way that I find interesting in the security market is that when you grow up within the security space, you reach the CECL factor, than you would reach the CIO in the observability space. We believe by the way that these two markets are going to converge over the next few years, while we observe [indiscernible], but we want to build our value-based motion and value based selling as we go up to the enterprise to provide all the things that our customers needs.

And our next question will come from Andrew Nowinski with D.A. Davidson.

So Splunk put up some very good strong call revenue as well. And I'm just wondering if you're seeing Splunk more in the cloud now than you have in the past on the self-managed side?

Yes. This is Shay here. Our experience of what we see Splunk hasn't changed significantly over the past few quarters. Obviously, we consider ourselves to be one of the leaders in the observability space. Actually, probably one of the products leading this space, when it comes to realizing the value of the full observability as a single product or single search experience. We're doing the same thing in security and security is our fastest growing business today representing around 20% of our business. So we're very excited about both. In our self-service, monthly business practitioner base, the opportunity is so vast and typically we're just -- our customers and our user start to adopt us there and start to use us and we don't see Splunk that much except for when we start to replace it. As we go out with the enterprise, obviously, Splunk has been around for longer and we start to speak to see Splunk more and more. And we're very happy and excited about our ability to go and replace Splunk using our superior product.

Okay, thank you. And then, I think you called out observability win with one of the big or the major home improvement vendors in the market. And you said they chose Elastic over the current vendor. I'm wondering if you could just provide any more color around that who you replace or beat in that that deal and why they chose you?

Yes. It was a relatively well-known player in the observability market, specifically focused on logs. One of the reasons why they loved our product is the fact that we take logs and APM data. So take the log information that applications generate, infrastructure generate and the application performance monitoring data that the applications themselves generate, put them into a single search platform that has unified experience and provide visibility across the app. We like to say the last thing that we don't build technology suite or observability suites, we build a single product with a single cohesive user experience. We spent the last few years investing heavily in doing that and that's reflected with customer adoption.

And our next question will come from Koji Ikeda with Bank of America.

Hey, guys, congrats on a great finish to the year. Thanks for taking my question. Maybe first question for Shay. Being new to the story here and with the release of 7.12 and 7.13, I definitely see a bunch of new features across the board. I was just wondering, maybe you could talk about what you view as maybe one or two of the features that you're most excited about within those releases?

Happy to and welcome. It's one of those -- it's very hard to choose which feature you would want -- you would want to highlight. First of all, maybe I'll touch on searchable snapshots and frozen data tier. I think that speaks into our capabilities as a search platform where our three solutions enterprise search, observability and security are built into it. That means that you can store year's worth of data, petabytes worth of data at a very low cost, obviously, speed of retrieval is going to be slightly slower. But that opens up a whole breadth of new use cases that you can do. Take an enterprise search now you can use Elastic as an email archiving system and make it searchable. Take observability and suddenly, you can store years worth of logs to be able to go and allow others to audit your system. And if you take security, while there is -- the common crisis we see now in the news happens with something called living off the land. And that means that attackers are staying around for much longer moving much slower. And in order to be able to protect against that you need to be able to store data for much longer, obviously, and be able to connect the dots and search is the best way to connect these dots. So I'm super excited about the searchable snapshots in the frozen tier and our ability to provide that. I also mentioned maybe and talked about security. We folded malware protection things to our Endgame acquisition's about two years ago into our technology stack, our search platform. And only recently, last quarter, we folded our ransomware protection. In ransomware it is becoming more and more critical for organizations around the world, as you see -- as you saw just this week and I'm excited about the ability to bring this level of protection to the endpoints to the data center to the cloud.

Got it. Thank you. And just one follow up for Janesh. Looking at the operating margin guidance for Q1 and for the full year just speaking about the transition out of the pandemic. I was wondering if you could maybe talk a bit about the overall direction of operating margins throughout the year, is there any sort of seasonality or maybe abnormal seasonality because of the pandemic playing into operating expenses that we should be thinking about in our models? Thank you for taking my questions.

Yes, no worries. So nothing unusual that I would call out in terms of seasonality other than, of course, the fact that we will keep adding more investment as the year progresses. And then, the other one that I'll mention is what I covered in my earlier remarks as well, which is that in terms of travel and events, we're really not expecting that to pick up in a meaningful way in the first half. But we expect that will gradually start to ramp in the second half of the year.

Our next question will come from Jonathan Ruykhaver with Baird.

Yes. Hey, guys, congrats on the strong performance. I just have one question on the security front. And it relates to just where you feel you are in terms of maturity for both SIEM and EDR, you made some comments in the past about needing some more time to really build functionality features, specifically around SIEM before you could really go head-to-head with some of the other vendors. So I'm just wondering if you could provide an update there.

Yes. This is Shay here. We feel our SIEM solution is mature by now. And as we see other SIEM players in the market, the set of features that we have out there to be able to go and replace them. I'm very excited about the progress that we made in the in our SIEM solution. And also very excited about the fact that about two years ago, we got into the endpoint security market because the markets within the [C] [ph] market is starting to converge. And we're excited about our ability to go and future proof ourselves and the ability to provide more security capabilities to our customers that obviously they need. When it comes to the endpoint security, we're still in the process of folding the Endgame technology that as a reminder was always like at the top. When it comes to its ability to provide EDR capabilities with folded malware and now ransomware into the system. We're planning to do more in that next quarter and hopefully in the next -- in the following -- in this financial year and basically we'll be able to reach parity with the existing in the out market.

And this will conclude our question-and-answer session. I'd like to turn the conference back over to Shay Banon for any closing remarks.

Thank you for joining us today. Q4 was an excellent ending to an exceptional year. And we look forward to continuing the momentum in fiscal 2022. Thank you very much. Ciao.

The conference is now concluded. Thank you for attending today's presentation. You may now disconnect your lines at this time and have a great day.