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Splunk Inc
NASDAQ:SPLK

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Splunk Inc
NASDAQ:SPLK
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Price: 156.9 USD 0.25% Market Closed
Updated: May 1, 2024

Earnings Call Transcript

Earnings Call Transcript
2021-Q1

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Operator

Ladies and gentlemen, thank you for standing by and welcome to the Splunk First Quarter 2021 Conference Call. At this time, all participants are in a listen-only mode. After the speakers presentation, there will be a question-and-answer session. [Operator Instructions] Please be advised, today's conference call is being recorded. [Operator Instructions]

I would now like to hand the conference to your speaker for today, Mr. Ken Tinsley. Sir, you may begin.

K
Ken Tinsley

Great. Thank you, Valerie and good afternoon, everyone. With me on the call today are Doug Merritt and Jason Child. After market close today, we issued a press release, which is also posted on our website. Also note, that we have posted supplemental material on the Investor Relations webpage as well. This conference call is being broadcast live via webcast and following the call, an audio replay will be available on our website.

On today's call, we will be making forward-looking statements, including financial guidance and expectations, such as our forecast for our second quarter, as well as duration, revenue mix, full year and long-term ARR and cash flow, and trends in our markets, as well as expectations regarding our products, technology, strategy, customers, markets, acquisitions and investments. These statements reflect our best judgment based on factors currently known to us and actual events or results may differ materially. Please refer to documents we filed with the SEC, including the 8-K filed with today's press release. Those documents contain risks and other factors that may cause our actual results to differ from those contained in our forward-looking statements. These forward-looking statements are being made as of today, and we disclaim any obligation to update or revise these statements. If this call is reviewed after today, the information presented during this call may not contain current or accurate information.

We will also discuss non-GAAP financial measures, which are not prepared in accordance with generally accepted accounting principles. A reconciliation of GAAP and non-GAAP results is provided in the press release and on our website.

With that, let me turn it over to Doug.

D
Doug Merritt
President & Chief Executive Officer

Thank you, Ken and thanks everyone for joining us. In the face of unprecedented volatility and uncertainty, we are focused on remaining a trusted partner to our customers and help them navigate to fundamental changes and how they operate while keeping their data accessible and secure.

In Q1, customers continued to prioritize investments in Splunk and drove ARR growth of 52% over last year, while our transition to cloud accelerated ahead of our expectations. This was also the first quarter with our sales force fully shifted from a total contract value or TCV sales motion to a more cloud and subscription-oriented annual contract value or ACV focus, which we believe better aligns with our customer buying preferences, and is consistent with our shift toward cloud-based delivery.

With that as a backdrop, I'd like to discuss a few patterns that have emerged this quarter and the impacts to our business.

First, in this time of remote work, we've seen increased demand for Splunk cloud, driving our cloud mix north of 40%, the highest ever in our history, and well above our expectations going into the quarter. In addition to the faster time-to-value from cloud, our customers also gain business continuity and risk avoidance, higher quality experience with decreased complexity, and an accelerated rate of innovation through faster releases and improvements gleaned from real-time cross customer insights.

Second, not surprisingly, customers across all sectors are trying to understand the economic impacts of the current COVID-19 business environment. As a result, signed contracts this quarter tended to be shorter in duration going from 34 months in Q4 to 27 months in Q1. We see this being especially prominent in sectors hardest hit by the crisis, like retail, hospitality and travel. The shorter contract duration impacted overall TCV, which is reflected in slower RPO bookings growth, and lower total revenue recognized in the quarter. However, when looking at contract value on an ACV basis, which cuts through the noise of changes in multi-year duration, year-over-year growth was actually higher in Q1 than we've seen in the last four quarters.

Looking further out, visibility of the next few quarters is limited, primarily due to the macro environment. Our focus will be to ensure that we're tightly connected to our customers and partners as they work through their dynamic environments, as well as taking care of our employee's well-being, enabling their productivity, and to continue to optimize our investments. One thing is clear to us, data matters more than ever in this digital world and every organization is on a journey to bring data to everything. We pride ourselves on being a worldclass product company, and we are leaning in on innovation so we can help our customers bring data to every question, every decision and every action with the Cloud-first mindset.

As we continue our aggressive shift to the cloud, we are doubling down on investments in this area. Exemplifying our focus on bringing more data to more customers, I hope you saw our recently announced partnership with Google, and the news that Splunk cloud will now be available on Google Cloud. This builds on our Cloud-first mindset and offers our customers increased flexibility and choice for real-time visibility across hybrid and multi-cloud environments. In addition, Splunk continues to strengthen its strategic relationship with AWS working across product, go-to-market and the field. Recently, Splunk and AWS launched the workload migration program to help migrate on-premise legacy Splunk enterprise workloads to Splunk cloud running on AWS. We also announced the newly launched AWS service-ready program, Lambda ready, which recognizes Splunk's proven solutions for customers to build, manage and run server-less applications.

In the application development and DevOps space, we recently released our cloud native SignalFx Microservices APM offering, a complete integrated observability solution that provides the world's most robust and scalable way to monitor and manage complex and distributed application portfolios.

We are the only company in this space capable of scaling up to meet needs of large enterprises, and our work was recently validated by replacement in the visionary category in Gartner's Magic Quadrant for APM.

Since the start of this pandemic, one of our key priorities has been helping our customers transition to a new virtual working environment. Splunk's core tenets are about providing near real-time visibility, the ability to act quickly on data and applying Splunk to virtually unlimited used cases across an organization. These tenants have been fundamental to our COVID rapid response efforts, we've rolled out several free trials and offerings to our customers, including our remote work insights or RWI, which provides customers with dashboards and key metrics to gauge the connectedness and productivity of their IT and cloud infrastructure, as they rapidly shift their populations to remote work. The response from our customers have been overwhelmingly positive, and we're continuing to look at ways to enhance RWI, most recently with zoom usage data.

In collaboration with customers and partners, we also developed a public health platform, available free-of-charge to public health agencies. It delivers an end-to-end COVID-19 testing experience, managing online citizen intake, symptom evaluation, and appointment scheduling. The platform is now live in Tarrant County, Texas, the fifteenth largest county in the U.S. We are excited about the potential of this solution to help state and local governments across the country. We stayed in close touch with our customers to ensure they're getting the support that they need, and we are hearing from them that they continue to value Splunk as a trusted and strategic vendor. We're encouraged by the many customer stories we've heard in the first quarter where organizations are trained [ph] to Splunk more than ever to help them navigate this volatile environment with the power of data.

Let me share some of our wins from the quarter. Zoom; the leader in video communications, became a new Splunk Enterprise Security customer. During COVID-19, Zoom has helped keep the world connected. With Splunk enterprise security, Zoom will gain an analytics driven SIM [ph], giving them visibility into potential security threats at machine speed. We are a long-time Zoom customer, and I'm very grateful for their support in helping keep Splunk connected.

Longtime customer, Allied Irish Banks or AIB, expanded their use of Splunk Enterprise and ITSI to help provide insights and take action on increased digital transaction data brought on by COVID-19. To help mitigate the spread of COVID-19, AIB has raised their payment threshold for contactless payments, encouraging customers to use their cards and mobile devices versus cash. With increased activity on their systems, AIB leveraged Splunk to ensure a stable and reliable payment experience for customers. The State of Illinois became a new Splunk Cloud and ITSI customer to help them better track and monitor the emergency response to COVID-19 across the state. With Splunk, the Prairie State [ph] can ensure that their remote workforce of 30,000 public servants can stay online or also helping them quickly monitor overburdened systems that provide critical benefits to citizens. This effort ensures a continuity of critical services to the people of Illinois.

Longtime customer, Shopify, significantly expand their use of Splunk purchasing the newly launched SignalFx Microservices APM platform. Shopify is a leading omnichannel commerce platform, and they selected Splunk to help maintain their high observability standards as they grow in scale and complexity. With Splunk, Shopify can quickly identify and source application challenges in their complex and distributed environment.

And Take-Two Interactive Software, a leading developer, publisher and marketer of interactive entertainment for consumers around the globe including renowned games, Grand Theft Auto V, Red Dead Redemption, and NBA 2K; expand their use of Splunk Cloud to increase their visibility into security of their environment. Splunk helps ensure that Take-Two's consumers have well run safe and fun online environment when playing their games.

All these great wins with our customers are thanks to the support provided by our committed Splunkers. At the onset of this crisis, we tirelessly analyzed all available data which was showing us that without action, global healthcare systems could quickly become overrun and supply chains will be depleted. As a result, we voluntarily closed our offices and froze all business travel well before the government mandate went into effect. I want to thank our 6000 Splunkers for their passion, tenacity and empathy as we've adjusted to a new normal; they have created a truly unique culture which I'm so proud to be part of.

In closing, data-driven decision-making matters more than ever and has fuelled a very strong quarter for us. We're aggressively pursuing our transition to the cloud and are well ahead of original expectations. I want to thank our customers and partners who've been tremendously supportive during these times. I also want to thank all the frontline workers, those in healthcare who are risking their lives to keep us healthy, those in grocery and retail who are helping us with the essentials that we need, and those in the field of data who are ensuring their organizations can make decisions based on the most reliable and accurate information available.

I'll now hand over to Jason more color in Q1. Jason?

J
Jason Child
Chief Financial Officer

Thanks, Doug and good afternoon, everyone. Thanks for joining us. As expected, the environment in Q1 created many challenges but there were a number of positive signs that indicate our business fundamentals remained strong.

As Doug mentioned, we had high customer engagement and we saw sustained demand for security in IT scale and used cases, driven largely by increased work-from-home demands. However, many customers were hesitant to commit to long-term contracts, especially for larger orders; this resulted in lower overall average contract duration and total contract value. An unexpected positive has been a faster shift to cloud as customers increasingly turn to our SaaS service given it's rapid time to value and infrastructure cost avoidance attributes.

On our last call, I reported that clouds contributed about 35% of total software bookings last year, with a target of over 60% in fiscal '23. We expected that trajectory to be fairly linear, but in Q1 Cloud represented 44% of total software bookings far higher than we had planned. Again, it's likely that this was driven by our customers response to COVID but we think we can transition to cloud even faster. As we've said, in a rapidly transitioning term to cloud model, revenue growth is muted as upfront term license revenue is replaced with ratable services revenue overtime; a faster transition will create a greater headwind on total revenue growth as you'd expect. As a result, we are focused on other primary growth metrics to assess the overall bookings momentum in the business.

We've highlighted ARR as the optimal indicator of growth because it normalizes the impacts from term cloud mix, as well as contract duration. In addition to ARR, we also track RPO growth as a good indicator of new business momentum versus RPO bookings which is distorted by lower revenue growth from cloud mix shift, as well as changes in duration. Until mix stabilizes, ARR is the best measure for durable growth.

As volatile and uncertain as the current environment is, we're pleased with our execution in the quarter overall. We ended the period with total ARR of $1.77 billion, up 52% over last year. ARR was comprised of $480 million from cloud and $1.29 billion from term license and maintenance contracts. We ended Q1 with total RPO of $1.72 billion, up 44% over Q1 of last year. The portion of our appeal which we expect to recognize in revenue over the next 12 months, was about $1 billion at period end, which is up 30% year-over-year. Additionally, we've recorded 81 orders greater than $1 million in total contract value during the quarter, up from 46 in Q1 last year, indicating both greater adoption and high strategic value we delivered to our customers.

Turning into the P&L; first quarter revenues were $434 million, essentially flat year-over-year. Cloud revenue was $112 million, up 81% over last year. On gross margin, the high growth in our cloud business is driving improving scale in our overall cost structure. Non-GAAP cloud gross margin was nearly 60% in Q1 which is a significant milestone towards our target of at least 70% next year. To highlight the progress of cloud, we are now breaking out cloud revenue and related COGS on the face of the income statement.

Total non-GAAP gross margin in Q1 was 76%, down on a year-over-year basis due to the greater proportion of revenue contribution coming from cloud. Non-GAAP operating margin was negative 26% in Q1, which was in line with plan.

Just a few comments on the balance sheet. Our liquidity is strong, and we ended the quarter with $1.8 billion in cash and investments. Our accounts receivable turnover was mostly unchanged in the quarter, although some customers have asked for modest payment concessions, which we're evaluating and accommodating on a case-by-case basis. The overall quality of our accounts receivable remains exceptionally high, and at this point, we don't anticipate any material impact to our full year cash collection target.

Turning to guidance; there are three items that I want to ensure are crystal clear. First, our fundamentals remain strong. We are confident in our ARR growth target of mid-40% this year, and we continue to expect that our operating cash flow will be consistent with last year. Second, due primarily to cloud acceleration and variability in duration, our revenue and operating margin targets are lower for Q2 than our original plan. Specifically, we expect total revenues of approximately $520 million in Q2, roughly flat year-over-year. Slower revenue growth is directly related to higher cloud mix, which is now expected to be in the high 40% range, the highest ever. This will also put pressure on our margin, so we expect non-GAAP operating margin of negative 10% to negative 15% in Q2. Third, for the remainder of the year, given the unpredictability of our accelerating cloud transformation and variability and duration, we're withdrawing our guidance for revenue and operating margin.

In closing, it was a great quarter with strong ARR growth and increasing momentum in cloud. We look forward to updating you on our progress and outlook for the remainder of year as we gain more visibility.

With that, let's open it up for questions.

Operator

Thank you. [Operator Instructions] Our first question comes from Phil Winslow of Wells Fargo. Your line is open.

P
Phil Winslow
Wells Fargo

Hey guys, thanks for taking my question and congrats on a great quarter. And also, I just want to say glad to hear that you all are well and hope all is well with your team and your family. Two things really jumped out to us this quarter; first, we just -- as you mentioned, just the strength in cloud. I mean obviously, much higher mix than we were looking for and obviously, you guys too. [Indiscernible] just some more color on for what you're hearing from customers while we're seeing that accelerated shift to the cloud? And the other metric was just number of deals north of a million; I mean, huge increase year-over-year. I know it was a little easier accomplished just a big number, especially considering you have a shorter duration. So, if you provide some more color, just sort of what's driving that strength in those big deals? Thanks.

D
Doug Merritt
President & Chief Executive Officer

Hello Phil, thank you very much, and glad that you are healthy all this fall as well. Yes, we were really -- as we've said in the very beginning, it's impossible to predict what customers want. We have always focused on offering customers choice in everything that we do. And we've been hard at work for almost five years now in the cloud offering, so it's been great to see the past couple of quarters, the continued momentum in cloud. I'm really pleased with some of the acquisitions that we've done, that are all cloud-based. I think we've got one of the top teams in the cloud spectrum now from an SRE [ph] basis, all the way through the development teams. So, it's good to see customers rotate in there.

It's hard to pinpoint with total accuracy of what's driving it. I think the offering is a portion of it but the other piece as I said, I'm sure you've seen with other companies that you cover is, in this time when everyone had to go virtual, and the reaction to unpredictable events was like we've never seen before; the ease-of-use, the reliability, the flexibility that you get from turning to cloud is awesome. And as we watch customers move tens of thousands to hundreds of thousands of people to remote work virtually overnight, I think the power of cloud becomes a little bit more apparent. So there was -- it was good to see it and I agree with you guys.

We as one [ph] of the quarter there are two things that I was unsure of; and one was working up with big deals. I mean, you guys read a lot, many people have written as they should, with an enterprise sales force they get to be able to do big deals and to see 81 million plus deals was really refreshing that our customers continue to need Splunk and view Splunk as critical for their digital transformation needs and their response to daily business.

P
Phil Winslow
Wells Fargo

Great, thanks. I'll get back in queue. Once again, congrats on a great quarter.

J
Jason Child
Chief Financial Officer

Thank you, Phil.

D
Doug Merritt
President & Chief Executive Officer

Thanks, Phil.

Operator

Thank you. Our next question comes from Kash Rangan of BOA. Your line is open.

K
Kash Rangan
Bank of America

Hey, thank you very much. I mean, this is terrific accomplishment, guys. I mean, you're growing your ARR 52%, your cloud transition is accelerating, and you're doing record number of million dollar deals; this is simply outstanding. I'm curious, Doug, when you look at the leading indicators in your pipeline; it looks like by most accounts, the month of April saw a big -- bit of a rebound and software activity. So curious, if you can just talk about how the forward-looking pipeline is looking like for you guys post-COVID? And I also am curious, if you have any specific thoughts on the combination of [indiscernible] extremely or omniscient? And how material that work is securing cloud wins or how is progress generally speaking, tracking for those three acquisitions? And one, if I can, if you have the time, if you don't, it's okay. Difference between ACV, I think you said ACV growth rate accelerated in this quarter versus the fourth quarter; if you can expand on that nuance? That will be great. And congrats again, many congratulations.

D
Doug Merritt
President & Chief Executive Officer

Thank you, Kash. It's an amazing effort across our field teams and the rest of the company has supported them. And really, again, just honored to be serving customers at this time of need. Yes, what I said was ACV growth had it's strongest performance that we've seen over the past four quarters. So, that again was on the positive front, there are so many things that could happen, and given that we were over three quarters this quarter, during the full COVID pandemic, and you have to learn how people are going to react. And what we saw was, as people rapidly transitioned to remote work, and sadly, we've seen a pretty big increase in cyber activity, negative cyber activity. The importance of Splunk and to ensure the resiliency of their existing IT backbone, to ensure the cyber efficiency and effective efficacy of that was absolutely critical.

And then, as you said, really positive second quarter now results with the new application developer oriented observability suite and offering. It's still a low numbers game with that offering but the growth is really impressive. And even more impressive, I think the speed of integration that we've seen across omniscient signal effects and some of the pieces from Splunk in that suite. And the awareness of customers that once you get to a certain complexity and volume, the only answer really is Splunk's observability suite right now. And we've talked about that huge customer in Q4 that went all in with Splunk; we're seeing other activity around the world right now where people -- obviously, if they're going to respond quickly to COVID, they're going to need to spin up brand new offerings quickly. And I think doing that in an ephemeral [ph] cloud-based world is the way that they're doing that and we're there to help them, work side-by-side with them to make sure they're effective.

Operator

Thank you. Our next…

K
Ken Tinsley

Valerie, next question, please. Thank you.

Operator

Thank you. Our next question comes from Brad Zelnick of Credit Suisse. Your line is open.

B
Brad Zelnick
Credit Suisse

Great. Can you guys hear me?

K
Ken Tinsley

Yes, we got you.

B
Brad Zelnick
Credit Suisse

Awesome. Congratulations on keeping up the momentum. It's great to see the results, I am just as pleased as Kash. It's -- but maybe I don't express it like he does, he is fantastic. So let -- I truly mean that. Let me ask you this; you know, I don't expect Doug that you would typically get us into the granular details of the business week-by-week and post a forecast calls with all of us. But just given the time distortion that we've all gone through in the last couple of months, I mean, weeks feel like months, months feel like quarters; can you just maybe give us a sense of what you're seeing at the field level talking to CIOs and CEOs, and the investments that they're making?

And maybe just some appreciation for the cadence of the business from March to April, and even what you're seeing now, into early May? That would be helpful. And I've got a follow-up for Jason.

D
Doug Merritt
President & Chief Executive Officer

Sure, Brad, and I agree with you. I mean, there is -- I know Kash you'd said, post-COVID; I don't foresee a post-COVID world yet, I think there is a lot of volatility still in front of us. What -- so a couple of things that that surprised me. We moved to virtual or sorry -- on the road executive briefings two years ago to compliment bringing people to headquarters, which I think would -- has been very, very successful. We -- I take 8, 10, 12 people with me, our top development folks, product managers, customer success folks, Susan usually joins me etcetera; and let's go right to the customer. Our first EBC on the road was supposed to be the last week of March, and we picked it perfectly to be in New York City and Washington DC that week. And I was predicting especially, I mean, I was right after most shelter in place, whereas when I went down, that everybody would cancel and we gave every customer the option to cancel; and not only did we have a full week, but we were oversubscribed for that week.

So, the resiliency that I've seen with people everywhere, it's just there is so much chaos and craziness and sadness that's happening right now with the pandemic, and there is so much beauty as well with people rising to the occasion and keeping focused on what's important to serve their customers, their citizens, our constituencies. I mean I've seen CIOs, CSOs, CFOs, CEOs lean in like never before; and our sales cadence, which -- I think we've got one of the best enterprise sales teams in the business, they have stayed on top of the day-in day-out drumbeat and they haven't been deterred at all, with the fact that they're going to be on Zooms, they're going to be on phones, they're going to be over email, they're going to be on slack [ph] channels to make sure that they can drive everything from requirements to proof-of-concept activities to contract negotiations.

As the quarter is whining down, we would have 8, 12, 14 persons who's with different legal departments, different accounting departments and our sales teams, just making sure we've got deals done, and -- and so far what I've seen from our team and talking to some of my colleagues is, we know how important it is for people to have a digital footprint and for us in particular, to be able to get visibility in the chaos with as much data as humanly possible. And -- and people I think, appreciate that and that shows through in the strong ACV results and strong ARR results, and we just have to stay on it. And the first few weeks of May have felt very similar to what we saw in April and the end of March.

B
Brad Zelnick
Credit Suisse

Thank you. That makes a lot of sense. And Jason, I totally appreciate pulling this year's guidance from the income statement, just given the lack of visibility on mix of cloud. But as you think about the $1 billion cash flow target out on the horizon, how should we think about the various shapes of the curves that can get us there? Just given what's going on in the world?

J
Jason Child
Chief Financial Officer

Yes, I would -- well, thanks for the question. I would say the driver of cash flow going forward, I think is much more tied to ARR than revenue. And so, we gave the -- we reiterated the mid-40% ARR growth that we're expecting to see this year and then the 40% CAGR going out to '23. If you use those numbers, that gets you to an ARR number, somewhere between the $4 billion to $5 billion range. And then if you take kind of the historic cash yield that you've seen us had in the past, I think for five or six years we were over 20% cash yield on a revenue basis, you should see a similar yield on ARR as we get out to '23 where we're not going to have the cloud mix shift impacts that we have right now.

B
Brad Zelnick
Credit Suisse

Awesome. Thank you so much for taking the questions. Great job, guys.

J
Jason Child
Chief Financial Officer

Thank you.

D
Doug Merritt
President & Chief Executive Officer

Thanks, Brad.

Operator

Thank you. Our next question comes from Keith Wise [ph] of Morgan Stanley. Your line is open.

U
Unidentified Analyst

Hi, and thank you for taking the question. This is Sanchez saying for Keith Wise [ph]. I want to talk a little bit about where you are sort of seeing the momentum coming out of April into May? Or sort of few weeks into the quarter, how sort of pipeline and sort of bookings and sort of changes in end of April, May versus end of March and April? And then I had a follow-up question for you.

D
Doug Merritt
President & Chief Executive Officer

We haven't seen any material difference in customer interest and activity. There is a lot of concerted effort that the sales teams are driving along with helping the marketing teams to make sure that we build an adequate pipeline. It's definitely as you would imagine, everyone's got to take different angles to build that pipe. Like many enterprise software companies, the field is responsible for a lot of pipe gen [ph], and that obviously comes from their activity day-in and day-out with customers that they are visiting, and now they are visiting virtually. So, as you -- I'm sure have seen with other software and cloud companies, we've got a ton of virtual events, we -- our campaign cloud cadence remains high, we've shifted the rest of the events that we're participating in through the end of the year to the virtual format, we're seeing really high turnouts so far with people attending different information sessions and ultimately, marketing events.

So, we're staying on top of serving customers and tight messaging around what's critical for cyber teams, infrastructure teams, and have to have teams to do their job effectively; and you'll see on our website, we're laying -- layering in quite a bit of information on line of business used cases from helping people manage workforces, especially for essential workers, effectively helping people think through with data, how to get returned to work profile that works well. We obviously are not a ERP backbone workflow oriented software product, we are helping on the data side to couple with the efforts that are partners and colleagues that would actually manage the workflow activities of getting people back to work would be engaged with.

U
Unidentified Analyst

That's very helpful. And as my follow-up question, I wanted to sort of think through the positioning of the product portfolio. Last year was a big year in terms of boosting a lot of the capabilities with the SignalFx acquisition, Mission VictorOps. And I guess my question is, in terms of unifying this product portfolio and creating sort of a converged real-time digital operations management portfolio that could potentially take share in a more conservative IT environment; Jason sort of mentioned that, we can't sort of see past-COVID just yet, I know that's something that we'd certainly agree with. And so in terms of the ability to take more wallet share in your core markets, in your customer base, and potentially with new customers; how far is the product portfolio from being able to execute that vision?

D
Doug Merritt
President & Chief Executive Officer

I think it's there now. And there is always more work to do on all factors of an offering. But I think the cloud -- the progress we made in cloud on all of our core data elements, classic Splunk Enterprise in the cloud, as well as a complimentary aspects, continues at a really nice pace, we are tripling down on the efforts to make sure that every single element from the data platform to the security suite, to the IT ops suite, to the app-dev suite are cloud-first while leading with cloud. And the orientation with Splunk have -- will continue to be and has been making sure that we can integrate with the technologies around us. We've talked a lot about our new mission control framework that will officially be shipping at [indiscernible], that's our next-generation interface for cyber teams from the ground up that was built to provide a really effective UI to help those folks and to integrate the different Splunk offerings that also is open to third-party offerings, even those that are similar to operating [ph] we would have in our own portfolio.

But if we recognize that it's a super heterogeneous landscape out there, and that we've got to be a cooperative player with the other pieces that our customers currently use. So we can help them bring data to every question, every answer and every action.

U
Unidentified Analyst

Appreciate the hard Splunk [ph], thank you. And congrats on the strong Q1.

D
Doug Merritt
President & Chief Executive Officer

Thank you.

J
Jason Child
Chief Financial Officer

Thanks very much.

Operator

Thank you. Our next question comes from Mark Murphy of JPMorgan. Your line is open.

M
Mark Murphy
JPMorgan

Thank you very much. And I'll add my congrats. Doug, I was curious if you think about aggregate data ingest across the customer base. Was it more competency customers trying to reduce their ingest in March and April, maybe to preserve their own cash flow? Or was it more common to actually see them increasing in just to -- maybe try to protect VPN traffic or otherwise just adapt to this kind of environment?

D
Doug Merritt
President & Chief Executive Officer

Good question. So first of all, now we're moving more and more of our customers to an infrastructure-based pricing metric which gets away from the data ingest piece, and seeing some really, really interesting results there. One of our big footprint customers that felt gated by data for a long time; at the -- towards the end of last year, we got them to a virtual core framework, and they -- I have watched their data volumes go up by 30% to 35%, and they still have additional cores left to throw at the problem. So, really positive for them to be able to rapidly ramp as their online demand has gone through the roof and they can have more and more used cases be powered by Splunk.

What we saw with most of our customers was an increase in the data they were looking for. We've never seen this degree of VPN saturation as we're all getting to experience now. And now that I've got critical functions, support functions, finance functions, HR functions, manufacturing functions that are working from home, if the connection from endpoint or way back to the data source and back out is not working, it becomes not just a bad thing but literally quarter risking or customer interruption risking piece. So, we've seen new data forms begin to flow into Splunk, I mean higher volumes within most customers, so they can get the visibility that they need.

M
Mark Murphy
JPMorgan

Yes. And Doug, since you mentioned it, I wanted to ask you how have the sales teams adapted to more of an ACV framework? And then digesting the new pricing model? I was trying to understand how much energy they might have put into that during Q1 and why wouldn't that have kind of dragged down your ARR gross or ACV results; if they were kind of distracted with that?

D
Doug Merritt
President & Chief Executive Officer

I'm sure that they were -- that many of them are still coming up the curve, really proud of our sales enablement team under Linda, who did an incredible job of putting together materials for our SKO that thankfully, we actually got to have in Vegas at the end of February. So, we had a whole year of planning that we took advantage of to make sure that we helped the reps as much as possible, get comfortable with ACV versus TCV. But honestly, I'm sure that there will be more and more efficiencies of the course this year as they really internalize that. I mean, really understand what it means for their customers and for how they optimize their own comp plans.

The pricing, same thing; I think it's getting better and better, and we're getting better marketing it. The reps are comfortable with it, we had a bunch of training sessions on that at SKO as well. But I think there is still ways to go to have a every customer and even more important, the prospects to understand the shifts we've made. Although I can honestly say, there are less and less accounts that I now zoom into where people give me the blank stare when I say, "Hey, have you heard about infrastructure-based pricing?" which I was getting a ton of up until a quarter or so ago. Now, the typical response is, "Yes. Trying to understand it, try and digest it, it seems like a good thing." Working with my rep on that, which is good. I'm really happy to see that.

M
Mark Murphy
JPMorgan

Okay, understood. Thank you very much.

K
Ken Tinsley

Thanks, Mark.

Operator

Thank you. Our next question comes from Keith Bachman of BMO. Your line is open.

K
Keith Bachman
Bank of Montreal

Hi, thank you very much. I have two questions that I'll ask and perhaps I'll ask them concurrently. Jason, to start with you; I was curious on your views on the operating cash flow targets which doesn't appear have changed. If durations moving lower and understand that revenue is less of a proxy, but if duration is moving lower, why wouldn't that make the transition quicker? Or are you thinking that duration will flex back out, so to speak, and it won't stay compressed or get shorter as we think about those operating cash flow targets?

And then Doug, to ask you a question on the competitive landscape and pricing, given that a lot of organizations are facing top line headwinds; how are the discussions changing at all regarding pricing? And I know you have a lot going on with infrastructure versus consumption, but how are net-net pricing discussions changing? And is that leading to any tilting so to speak of the competitive landscape? And that's it for me.

J
Jason Child
Chief Financial Officer

Hi, this is Jason. I'll go ahead and start since -- give Doug a breather for a minute. Okay, so in terms of duration; so the duration that we report is, is the overall contract duration on a TCV basis. And so the cash billing -- we actually moved to ratable last year, so we're billing every year regardless of whether that it's a one, two or three year contract; so the duration doesn't really have any impact on cash. What could possibly have an impact is -- then you have more deals; the shorter your duration, the more deals you're going to have to do in future years. The reality is, we have really started to thinking…

K
Keith Bachman
Bank of Montreal

Yes, that's actually what I was thinking.

J
Jason Child
Chief Financial Officer

Yes, yes. So we have really strong retention, we have really strong net expansion and so as long as those continue to do well, you're going to see ARR continue to grow as we forecast.

K
Keith Bachman
Bank of Montreal

Okay.

D
Doug Merritt
President & Chief Executive Officer

And then on your question, as far as competitive and pricing; we didn't see any strong or unusual pricing pressure this past quarter. We definitely had set up a whole structure between our sales team and finance to be able to work rapidly and properly with customers that needed some different payment structure, given the various budget and cash needs that everyone's trying to pace [ph] right now. So pricing seems to have held up, not an unusual discounting quarter. And again, I think the ability to lean in with infrastructure-based pricing probably helps because in most cases it's a much more friendly metric.

On the competitive front, same thing; it -- no big change. I know, there is a lot of swirling thought out there of -- "Hey, do more people jump in and do it yourself projects because they are worried about spend." So far what we've seen for five years, is through yourself turns out to be a pretty bad equation on a total cost of ownership basis, as well as a time to value and time to delivery basis. So for those orgs that are probably under a little bit more of a headcount pressure and a huge time crunch pressure, especially with our new pricing mechanisms and cloud and ACV focus. I would feel badly for them to go down to do it yourself piece because we'll probably get their butts kicked by their competitors that don't.

K
Keith Bachman
Bank of Montreal

Right, right. Okay, many thanks, team. I appreciate it.

D
Doug Merritt
President & Chief Executive Officer

Thank you.

Operator

Thank you. Our next question comes from Raimo Lenschow of Barclays. Your line is open.

R
Raimo Lenschow
Barclays

Thanks. And thanks for squeezing me in and congrats from me as well. Two questions on the cloud offering; one for Doug, and one for Jason. Doug, can you talk a little bit about like -- you mentioned already customers were working from home were focusing a little more on cloud; but like what [indiscernible] -- is that also your sales force pushing and what makes it possible to move that quickly to like more cloud and driving like your increased optimism there?

And then for Jason, the cloud margins are coming up nicely. Can you just talk a little bit about what's driving it a little bit? I mean, obviously, there is a new -- I think there is a new architecture that's helping there but -- like, what's driving it? And are the next step to get it from like where we are today to -- like the level that you expect in a couple of years? Thank you.

D
Doug Merritt
President & Chief Executive Officer

Thanks, Raimo. So we've worked with a high degree of focus to have two elements, I think help people with cloud. One is on-prem to cloud transition services, and two is what we call Autobahn, which is our very rapid way of getting people that want to try out Splunk to actually do it with native data sources and native data; so they get very effective feedback on is this going to work for me or not, but more importantly, their transition from POC to it's now production is literally just a financial difference, say get immediate time to value.

On the migration piece; we've got our own programs, our own consultants -- third-party consultant we trained on helping people move from on-prem to cloud. And we've got cool things like -- with Amazon, where we work together to launch and pioneer our workload migration program where they are number one vendor and got awards in that area; that helps move Splunk Enterprise footprints to Splunk Cloud type footprints. So, both of those make it a little bit easier for new customers, new used cases through existing customers to get rapid value out of cloud.

And then Jason, you're on the margin piece?

J
Jason Child
Chief Financial Officer

Yes, on the margin piece; I'd say there is really three things. First, I'd point to moving to stateless architecture, it was something that really started benefiting us over the last year or so. Most recently, we've moved to -- truly had moved to multi-tenant architecture where you now see a couple of the large public cloud providers. And with the growth in cloud, we're getting bigger; so it's helping us drive better -- just better overall terms, mostly through volume. And then, the third and last I'd say is we're getting much better at elasticity; so we're doing I think a much better job -- and in terms of managing workloads across the different kind of used cases, and that allows us to manage cost a bit better. So, we still have long ways to go but we've made a lot of progress. I think we said last quarter, our plan -- our target is to get to 70% over the next year or so and we feel like we're on our way.

R
Raimo Lenschow
Barclays

Perfect. Congrats.

J
Jason Child
Chief Financial Officer

Thank you, Raimo.

D
Doug Merritt
President & Chief Executive Officer

Thanks, Raimo.

Operator

Thank you. Our next question comes from Brent Dale [ph] of Jefferies. Your line is open.

U
Unidentified Analyst

Thanks. Doug, many of your partners are reporting in a major new catalyst, new starts; probably beyond what you would expect in this environment. But I guess when this kind of settles down, don't you think this is just a major catalyst coming out of this that actually could effectively accelerate the business as things stabilize?

D
Doug Merritt
President & Chief Executive Officer

Hi. This is definitely what we are hoping for anticipating and looking for. I told you guys that we're setting a target of plus 60% of bookings going to cloud by the end of FY '23. We started to think through how to revise these targets internally. I think this is our opportunity to get to 80%, 90% of cloud in that same time period, and we're focusing all of our efforts to get there. And even with something as wackiest [ph] duration, that -- you know, we'll see over the next couple of quarters what the trend looks like and is 27 the new normal or was it one quarter blip and it twists back up in the 30s; it's even hard to have a definitive perspective on whether it's good or bad. The cohort that we've been shared with you guys forever shows that same-store sales turned red to be pretty good for us, and expansion is kind of the norm. So, a shorter duration could give us a chance to actually get even better value from customers over a longer -- over a more immediate time period.

Obviously, a pressure is on us with term and cloud now being really what we do to make sure that we've got a worldclass renewal and upsell upgrade program. And again, the Susan -- John's been on the field teams who've been working their butts off to get us there, and they've made some really, really nice progress. And that's definitely going to be front and center for our customers and for us, month over month into the future.

U
Unidentified Analyst

Great, thanks.

K
Ken Tinsley

Thanks.

Operator

Our next question comes from Steve Koenig of Wedbush Securities. Your line is open.

S
Steve Koenig
Wedbush Securities

Hey guys, thanks for taking my questions. I'm just going to do a two for here, I'll combine them as one. Can you give us a little more color on the dynamic with the impacted customers? What are the various things they are asking for? And what are you doing for them and with them? And then, I'll just toss out the other one. So with the end of perpetual sales; I think it was started November. How has that changed the sales motion? What are the perpetual customers doing with you? Just more color there would be helpful too. Thanks a lot.

D
Doug Merritt
President & Chief Executive Officer

Two great questions to you. Thank you. I'm sorry, I can do a high level flyby [ph] and Jason can go a bit deeper on the affected industries. But, we definitely -- we went through in March and bucketed customers into those who think would benefit, those are neutral, and those that might be affected, and started coming up with different visibility and scenarios for how to make sure that we both prepare for those who might be affected and what programs we might be able to help them with. We do see a difference in our portfolio, if we look at those buckets, who expanded versus as a class who didn't expand as much and it definitely ties to as you expected it to be effective -- to affected industries. Now they've all got a lot that they're working with right now.

Through that what's interesting is, as you imagine we have virtually every major hotel chain, airline, cruise company all as customers, and we saw a number of expansions within that category. And then, a bunch of renewals and consistency, as well. I don't think that we've seen anyone cancel contracts or fall off yet. I'd go back and scrub every single one but we all were a little bit concerned as to what happened there. But we are seeing which is, I'm sure some of the switch from other vendors is; a lot of requests for can you help us in some way with payment terms or discounts or -- and as I was saying earlier, Jason and the sales team have got a really effective process to be able to feel those. And we view this as a long-term opportunity for us. These are great companies, they are going through a lot of hardship, we believe that they've got a bright future long-term and the mettle of a partnership is tested when things get tough, and we are there to make sure that they are successful through this with a long-term view.

J
Jason Child
Chief Financial Officer

Yes. In terms of just some of the asks by customers, mostly it's been -- there has been a little bit on some of the payment terms. As you see in Q1, we delivered $46 million [ph] in cash flow, so very -- I call diminimis amount of movement in Q1. I expect there to be relatively small changes throughout the rest of the year as well which is why I reiterated the target but -- but we have -- we are having to be flexible, in sometimes if folks want to pay a little later, then we can adjust maybe the discount to reflect that. But overall, it hasn't been -- hasn't really been significant, it's been relatively small and well managed.

S
Steve Koenig
Wedbush Securities

Got it. And do you guys -- can you comment real briefly just on the -- with the end of perpetual sales. How are you -- once you go to market with those customers, how are you engaging with them as they need new capacity?

D
Doug Merritt
President & Chief Executive Officer

So, we -- I think I've said a couple times, there is no we'll pay you to trade in your perpetual; there is no program to incentivize that motion. For -- we wind up seeing is, is obviously one of two motions; either they are frozen and continue to pay their bill and use Splunk or they layer term or cloud on top of perpetual or the third motion they trade in perpetual to go to term or cloud. And there is -- there we've got customers all across the map, that we -- we understand that people bought those licenses and they own them, and we're happy to collect their main installers. But growth obviously is going to come from cloud, and we've moved to a cloud-first development approach; we're now updating our cloud on a consistent basis. So overtime, our on-prem customers will have software that is increasingly gapped versus what you can get in cloud. So we're continuing to choose the you make the best decision on timing, and how you want to deal with the financial aspect of it. Obviously, the more time that goes on, you have to depreciate it, and it becomes less of a deal, whether you retire that asset or not.

S
Steve Koenig
Wedbush Securities

Got it. Thanks a lot, gentlemen.

J
Jason Child
Chief Financial Officer

Thanks, Steve.

D
Doug Merritt
President & Chief Executive Officer

Thank you.

Operator

Thank you. Our next question comes from Matt Hedberg of RBC Capital Markets. Your line is open.

M
Matt Swanson
RBC Capital Markets

Yes, thanks. This is Matt Swanson on for Matt. I'll echo the congratulations on the call here. Doug, could you dive a little deeper into the newest version of SignalFx? But also just kind of more broadly thinking about maybe how monitoring is, changing or increasing in importance in a post-COVID world or I guess we don't like post-COVID yet; in the current environment and then moving into this new normal? Yes.

D
Doug Merritt
President & Chief Executive Officer

Yes. So one of the big announcements that we had this quarter was, we've released the microservices-oriented APM. And really nice native Kubernetes, instrumentation, etcetera. The trajectory that we talked about when we bought SignalFx on mission was, we saw the rapid convergence of logs, metrics and traces coming together. Trace; tracing obviously being mission critical in these very ephemeral [ph] and touchy environments in the cloud arena to try and do anything similar to what was once APM-based and the metrics piece being the key drivers for real-time dashboarding and cockpit to make sure that you should -- to give you an indication whether you should dive into an APM activity or not. We continue to drive the convergence of those three; I've been really proud of the team and their ability to do the integration work between Omnition, SignalFx and Splunk. We had a very quick release with what was once Omnition and SignalFx to have that combined trace metrics piece.

You'll see some really interesting stuff from us on the logging front as well. There is really interesting roadmap and movement on the UI componentry, and the -- I think really next-gen ease-of-use that we're focused on. Now that there was an Achilles heel, I think of SignalFx, the UI part would be -- be that as a different experience to get up and running with SignalFx and some of the easy-to-use but not as scalable alternatives as we have. So our focus is to bring the world's best most robust worldclass scaled capability, but to do it with an easy onboarding and low bar of difficulty, so that we get the best of both of those worlds.

I think that whole area is just going to continue to increase in importance, as all of us are working really hard to delight our customers with new mobile and online experiences. And without something like our suite, I think it's very difficult for any organization to do an effective job with that transition.

M
Matt Swanson
RBC Capital Markets

Yes. No, that makes sense. If I could get one more quick one. This is obviously not the easiest environment for adding new logos but do you think with the success of Splunk cloud, that maybe you could kind of buck that trend and drive -- hire new customer additions?

D
Doug Merritt
President & Chief Executive Officer

I think the -- we hypothesized and just eventually centered on over the past couple of quarters is, without super-easy onboarding, and transaction capability, all cloud-based; we're not going to move the needle beyond roughly 2,000 new customers that we get per year. The core back to the importance of UI and experience, I guess you act [ph] sort of just talking about with the observability portfolio. So long-term, over the next two, two and a half years; I do think that that is the difference maker and starting to see a much higher rate of net new. Our number one focus in front of that though, is to make sure that we've got sticky, high renewal, high expansion capability for those customers that we do serve. I think that winds up helping us with ease of onboarding overtime but as we talked about, I think with Phil's question or one of the early ones was, renewals and expansion is obviously mission critical for us as we go forward from where we are now given determined cloud transition we've been going through.

M
Matt Swanson
RBC Capital Markets

Thank you.

K
Ken Tinsley

Thanks, Matt.

Operator

Thank you. Our next question comes from Fatima Boolani of UBS. Your line is open.

F
Fatima Boolani
UBS

Good afternoon, guys, thanks for taking the questions. I hope you're doing well and staying safe. Just to start with you, Doug, the comprehensive suite that you have the observability arena, and you know, particularly for the AI used case -- AIO [ph] used case, excuse me. I wanted to begin to as to how you're managing going to market with what are effectively very discrete monetizable areas within observability. But at the same time, balancing that with selling a value at a platform versus effectively niggling and dining the customer with the modular solution selling? And then I have a follow-up for Jason.

D
Doug Merritt
President & Chief Executive Officer

Thanks, Fatima. So, as I think I've talked about a couple calls ago, we did retain the independent sales force as an independent sales force from SignalFx and have added to it pretty dramatically and taken some of our top leaders across Splunk and put them in positions on the sales and pre-sales sides and all the accompanying areas. And this really is our experimentation with, given the difference in buying center and budget and decision-making between the application development teams, the infrastructure teams, the cyber teams and teams outside of that. And can a one-size-fits-all sales model work, and we need to begin to get even more focused on specialization? I mean, so far it's worked out really well. It's great team, and obviously the vernacular, the relationships, the day-in day-out life of that app-dev team is different than what we see from an infrastructure IT ops team. And I'm excited to see that team continue to grow and continue to do the great job they've been doing and blinking [ph] the market.

Within the app-dev arena, I agree with you; and there -- there is a lesson that we've certainly seen over the years as having more skews and more choice is not necessarily good, it sounds good on the surface and media business books talk about multi-product being absolutely critical to long-term success; yes, I agree but you got to simplify that multi-product, the paradox of choice is not a good one. So, we're trying to take much more of a singular suite with a series of capabilities that you can decide to license or not license without getting into the whole skewer so that we don't wind up with three, four or five independent sales cycles, the micro groups within a general app-dev team.

And again, so far, it seems working pretty well. We -- we're going to work best when you've got a pretty broad and high-powered set of scrum teams across the landscape. If it's a smaller dev team, then you may not need all the bells and whistles that we've brought together under our observability suite.

F
Fatima Boolani
UBS

I appreciate that color, Doug. Thank you. Jason, just for you, appreciate that the business is going to be virtually cloud by fiscal '23 based on the 80% to 90% mix guidance that you shared. But in the interim period, how should we think about the cadence of term business, first? And then, the cadence of renewals of term business that you transacted in the fiscal '18, fiscal '19 periods that are effectively going to come up for renewal over the next three years? I'd really appreciate stepping through those dynamics with you. That's it for me. Thank you.

J
Jason Child
Chief Financial Officer

Thanks for the question. I will -- I would just say that Doug said, hopefully 80% to 90% or could…

D
Doug Merritt
President & Chief Executive Officer

Yes, yes.

J
Jason Child
Chief Financial Officer

That was not a target.

D
Doug Merritt
President & Chief Executive Officer

Sorry, definitely not a target.

J
Jason Child
Chief Financial Officer

That was a brainstorm. Okay, so now -- you know, we'll update you when we're ready to make that a target. I think unfortunately, your question -- it's a great question, it's the right question. But you know, until we -- I think solidify exactly what the mix shifts timeline looks like, it is really hard to say, what -- how fast term contracts convert to cloud. I think in this environment, it certainly is -- we were certainly finding customers that are in the middle of a term contract, and they're starting to look at cloud. And so, that's one of the things I think we have to help. We are going to do whatever customers need, if that's something that customers need to do, then we have to figure out how to make that work.

And so, I think how I think -- how you should think about how those term contracts renew or upgrade or shift to cloud; it's just -- it's hard to say. I do expect the vast majority overtime will move to cloud, it's just hard to say exactly what the timing will be. That renewal base that you talked about, kind of from the '18 and '19 period when term license growth really started growing, that is a significant base that's growing very large. And that is one of the primary reasons why we have confidence in our ARR growth targets is because as that renewal base comes online, you know, it just -- it just gives us a great base to draw from and convert into even higher ASP cloud contracts.

Let's see, you -- well, you had one more question I think or did we lose her?

Operator

Thank you. Our next question comes from Kirk Materne of Evercore. This will be our final question.

K
Kirk Materne
Evercore

Yes, thanks very much for fitting me in. And congrats on a good quarter in a really tough environment. Doug, can you just talk about sort of your discussions with clients about cloud maybe domestically versus internationally; if there is any sort of difference there in terms of how your clients in the U.S. might be thinking about client -- about cloud versus what you're seeing here internationally? And then just for Jason, where is hiring, I guess, based on your thought process coming into this year; I'd imagine you guys might have had to rethink that in March and maybe what's the thought process on that now? Thanks.

D
Doug Merritt
President & Chief Executive Officer

Really good point. And you'll see in the numbers that we release now, every quarter, something that we’ll actually point to the answer. I forget –the exact I'll go-to page. But I think overall, revenue internationally was 35% and cloud revenue was 18%. And the 18% is pretty consistent quarter-over-quarter which -- and the answer for that is, yet international is still [indiscernible] term then they are cloud and we get recognized from upfront. We are seeing the strongest cloud traction in the U.S. And if you just follow where [AWS, GCP,] their footprint, we map exactly. In Australia and the UK, in Canada, very strong cloud. It –gets stronger, less strong, but still strong in Germany and France, as long as you keep the data resident there and it falls from there.

So going back to my brainstorm that, I'd love to see us find a way to get to 80% to 90% cloud and say 60%, I didn't say 100% because I do think that there are still used cases that demand that product and data sit closer to the customer. And until we can figure out a way to have the accounting not differ because we've done that, then those would probably be accounted as on-prem solutions. And there are, countries that maybe slower to move to cloud; now countries where we already have customers and are already selling. So it's definitely very, very strong at U.S. although my belief is that as this has been a global phenomena, you're going to see a very different perspective on cloud in countries that may have not been as tilted that way because it probably is the only way that they're going to be able to respond the way they need to assuming that this goes on for another 18, 24, 36, 48 months while we work on therapies and vaccines, and headcount?

J
Jason Child
Chief Financial Officer

Yes, regarding headcount. So yes, when -- when everything started slowing down in early mid-March, definitely did kind of put a freeze on hiring and look at what -- you know, try to get a better sense of what the environment was going to -- how it was going to unfold. It’s been pretty clear that the underlying growth within our business was very healthy, so we have been opening up hiring related to DQCs, of course, to serve the growth needs that are going to continue. And then also, of course, there’s some engineering headcount related to a bunch of the migration work that we're continuing to do with -- in particular with cloud, as well as within cloud, within SignalFx and some of the integration work there.

So, those areas we’re definitely still hiring, most of the other areas; I think like most companies around are trying to make sure we're really focused on watching our cost structure closely. And make sure that -- especially with us going through a ratable transformation, we need to make sure that our cost structure doesn't outpace the growth of revenue or it will take a while for us to catch up; so that's something we're watching very carefully. But again, we are mostly focused on making sure that we’re making the necessary hires to manage to our growth targets.

K
Kirk Materne
Evercore

That's super helpful. Thanks very much.

K
Ken Tinsley

Thanks.

Operator

Thank you. We have no further question at this time. I'd like to turn the call back over to Doug for any closing remarks.

D
Doug Merritt
President & Chief Executive Officer

Thank you very much. Thank you all for joining us. Just in closing, I'd say really positive quarter. We've been -- I think very clear that we are focused on both a term and cloud transition, but ultimately getting to a renewable SaaS model so we can serve our customers much more effectively. To see that acceleration so consistently over the past three years with acceleration over the past couple of quarters, as our offering continues to mature, and the market continues to gain more and more appreciation for the criticality of data; they were moved from data being a luxury to data being a necessity in today's world is very heartening. We know that there is a lot of unknowns in the coming quarters, and we're going to continue to focus on the things that we can focus on, which is build awesome product, make sure our team is -- sales teams are empowered, they've got all the tools that they possibly can get hold of to have those high value conversations with customers, and keep driving relentlessly on ACV, ARR and cloud.

So, hopefully in the coming quarters we'll have more good stories to tell, to highlight the rapid transformation that we're driving. Thank you, all.

Operator

Thank you. Ladies and gentlemen, this does concludes today's conference. Thank you for participating. You may all disconnect. Have a great day.