UiPath, Inc. (PATH) Earnings Call Transcript & Summary

January 17, 2024

New York Stock Exchange US Information Technology Software conference_presentation 38 min

Earnings Call Speaker Segments

Scott Berg

analyst
#1

All right. Thanks, everyone, for joining us today. My name is Scott Berg. I lead our enterprise software and SaaS research efforts here at Needham. Today with us, we have UiPath. We have the company's -- is it SVP of Investor Relations? I actually didn't write that part down.

Kelsey Turcotte

executive
#2

Yes, it is. But that's [indiscernible]

Scott Berg

analyst
#3

Thank you so much for joining us, Kelsey. Normally, I have that written down because it's often CEO or CFO that I kind of just roll right off with that.

Kelsey Turcotte

executive
#4

I wish I could be promoted but I don't think that's on the cards right now.

Scott Berg

analyst
#5

Well, we have 40 minutes. Maybe we can start working on that a little bit. So for those that may or may not have known, there is some last-minute changes on the personnel front from Rob and Ashim's attendance. But we're very happy to have you join. And it's a great story, I think the last 6 or 8 months. I've had a ton of questions on it and look forward to digging in even more.

Kelsey Turcotte

executive
#6

Great. Thank you very much for having us.

Scott Berg

analyst
#7

I guess let's start off with a little bit of background on UiPath for those that are less familiar with the company. And I'm sure there's maybe only 1 or 2 people here that aren't familiar with you, just because [indiscernible] too but why don't we start there?

Kelsey Turcotte

executive
#8

Yes. So we'll make it pretty brief. But we are the leading AI-powered enterprise business automation platform. And I do major on the enterprise because we do automation for complex, multistep processes. And really, the mission is to free knowledge workers like yourself and I'm sure many of you do a lot of data entry, removal, entry analysis that allow the knowledge workers to really focus on adding that incremental value. So our total addressable market, we estimate to be about $60 billion and we're over $1 billion in revenue, as well as ARR, which just gives you a sense of how much runway we have to continue to grow the business. And we offer a platform that covers the full life cycle of Automation from discover, to automate, to operate. And along that full cycle, we offer a multitude of products to help our customers but all with the underlying software robots to execute the automation.

Scott Berg

analyst
#9

Just from a point of housekeeping, we will take questions from the audience, when we're done here. So if you have questions, we'll just ask you to save them likely until that point.

Kelsey Turcotte

executive
#10

And my little housekeeping is we are in the quiet period. So we'd appreciate during the open Q&A if we could stick -- stay away from the short-term financials.

Scott Berg

analyst
#11

Happy to. Good thing. I don't have anything around your fourth quarter financials in my questions.

Kelsey Turcotte

executive
#12

Yes. It's good.

Scott Berg

analyst
#13

It's amazing how that worked out. So I guess let's start with products. I'm going to go back to a data point when I first started engaging with the company, it's been probably 5 or 6 years ago, at this point is, I've heard different people in the industry talk about how every white-collar employee or higher can benefit from the use of RPA bots in their corporate life out there. Difficult on the manufacturing end but maybe anyone in a white collar or better job. But can you talk about the broad use of bots? Because I think investors sometimes get bogged down on thinking this is just something for the office of the CFO.

Kelsey Turcotte

executive
#14

Yes. I think that's actually a very good question and a great place to start. So I think investors get bogged down on 2 things. One is the office of the CFO or finance team and also is just the level of complexity of what we do. So yes, traditionally, the business did start about 5 or 6 years ago, as a typically finance and accounting business transformation office. As you all are well aware, there are a lot, a lot of processes in the process of servicing customers and sales and closing books, et cetera. But over time, we have transformed businesses across lines of business, which can be anything from actually manufacturing and operations and import/export, human -- people ops, operations, customer service, call centers, right? If you think about what we do, it's a truly ubiquitous technology. There are so many processes that can be automated. And I'll give you a good example, actually a couple. One is Sobeys, which is a large retail -- a grocery retailer in Canada. They started in finance accounting but now use us to automations in their supply chain management and in their merchandising. And recently expanded to use us actually in our document understanding technology as part of managing turnover and employment in their stores. That happens at a quick rate and they're using us to process applications and resumes. Another great example is ADT, where we handle not only their operations and customer services but we have now actually been deployed in their call center. It just gives you a good example of sort of the evolution of the technology.

Scott Berg

analyst
#15

Okay. I think one of the questions I get is kind of a pushback from a lot of investors over the last 3 years since you've been public, roughly 3 years, has been around the maturity of the market is, I think a lot believe that peak market growth has probably passed itself because this office of the CFO is fully penetrated, maybe the other areas don't have the same market size. I don't subscribe to that theory, that's been the pushback. But I think what's interesting in the last year is the introduction of some of these GenAI technologies. I think it's changed that viewpoint, changed what that opportunity looks like. I guess, when you think about that, is there a way to capture what this new catalyst does to your market, in terms of maybe expanding the TAM or even expanding those use cases that you get into.

Kelsey Turcotte

executive
#16

Yes. That's a great question. This has been a -- GenAI and the evolution of AI has been a great thing for the business, right? It's brought a lot of attention. When we think about GenAI, right and this next evolution of AI, we think about it as the body -- I mean, as the brains where GenAI can conceive but automation is the execution engine. So we're the body. And when we really break it down into 3 different categories, the first is really democratizing access to automation, making it simple to identify and to allow both sophisticated engineers, as well as knowledge workers with the same skill set, you -- all might have to build their own automations. And we have introduced a line, a family of products, which are called Autopilot. And essentially, there will be Autopilot for products across the platform and it is a natural language processing tool that will accelerate. So first up, democratization. Second is making our products easier to use and deliver faster time to value. So think about our -- in our document understanding technologies, we deliver approximately 70 out of the box, large -- what we refer to as specialized large language models. And we've actually been able to recently with this advent of technology, speed time to value and deployment of document understanding by 8x. So enhancing our products and accelerating ROI for customers. And then the third piece is new use cases, as you mentioned. So we have a technology that we call Communications Mining, which essentially can mine both structured and unstructured data for sentiment and also for intent. Which is, if you imagine large insurance companies, financial services companies, anything that has a lot of incoming e-mails. Communications Mining is a fantastic tool to do that analysis and start the automation. So it's actually a really exciting time for us.

Scott Berg

analyst
#17

Sticking on the mining process. You're not into -- miners by chance? Are you into oil and...

Kelsey Turcotte

executive
#18

No, although we do have customers that do that.

Scott Berg

analyst
#19

You might but process and task mining are 2 modules that, when I first really saw you get into them, I thought that they were kind of nice add-ons. I could see where they'd be helpful to identify some use cases. But I think that's changed over the last year in some of my work, is there -- super important customers are really gravitating towards those in particular? I guess, how do customers use them? And why has that been such a benefit to actually drive additional bot usage on the platform?

Kelsey Turcotte

executive
#20

Sure. So initially think about the early stages of the platform as crowd sourcing. So it was a fairly manual process. Someone would identify a multistage process that they wanted to automate, they've reached out to the Center of Excellence and it would get upvoted or downvoted, right, in terms of how much business value you can add. Process Mining has really changed the game there. And I'd like to say it's automated the ability to identify automations and kick off the process. So essentially, think of Process Mining as a discovery tool, that monitors logs in your back-office activities. It's business process automation, quite frankly. It follows a process. It can diagram. It's very complex and it actually can suggest improvements to processes and then all that information can be fed straight into the Center of Excellence to build the automations. And our focus here is really sort of increasing throughput but also what part of those processes and improvements can deliver the most value, the most quickly. So that's in the discovery pillar and we actually have an additional technology called Task Mining that can do the same thing by sitting on an employee's desktop.

Scott Berg

analyst
#21

So you mentioned Autopilot a few minutes ago. That was one of the new product announcements that came out of your customer conference in October. Can you talk about what that product does a little bit more relative to what copilots do out there because when I first saw the light bulb came on in me in terms of -- customers I've spoken with have talked about how adoption in some areas is really good. Sometimes adoption in other areas is not good. But sometimes that adoption is more about not knowing how to use it. How does Autopilot change the use of the platform?

Kelsey Turcotte

executive
#22

Sure. So in the fall, at our annual user conference, we shared the capabilities of our new family of autopilots. And those autopilots actually go from autopilot for anyone, which would basically be -- is basically designed to improve your personal productivity, right? Read your calendar, understand that you're about to go to a meeting. It's labeled lunch and it knows the general location. It can go to LinkedIn, pull the profiles of the people you're meeting with, identify potential restaurants and make your reservation, so right? That's a very personal ecosystem. But it spans the gamut across our entire platform. So test suite, apps, I mentioned, Studio, which is our design platform. And it essentially is designed to simplify the experience, right, with the technology and make it, as you mentioned, right, much easier and quicker for anyone of any skill set to identify and program. And on the studio side, right, it's not just for individual users. We talk about -- we offer a platform that is called Studio, which is focused completely on automation experts and then there is a studio for professional developers. And we will offer Autopilot at all those different levels. And then obviously, will then has different levels of complexity but the whole point of it is to just reduce the barriers to entry.

Scott Berg

analyst
#23

Your relationship with Microsoft has been an interesting one, as they've been a player in the space. They have their own RPA technology. But you also maintain a pretty tight partnership with them, is -- can you just touch on this kind of coopetition? And how do you think it develops over a period of time?

Kelsey Turcotte

executive
#24

Sure. So this is a question we get a lot.

Scott Berg

analyst
#25

I can imagine why.

Kelsey Turcotte

executive
#26

We are actually Microsoft's stated preferred automation -- enterprise automation vendor. And Guthrie actually presented us on their chart at a recent conference, as sort of a small circle of strategic partnerships for them. So we have very tight relationships with them. We are tightly integrated and are actually talking with them about integrations with their Copilot and we offer dozens of out-of-the-box integrations, right? Our primary value proposition is being an open ecosystem that allows customers to develop on anywhere they want, leverage any application that they need to. And so obviously, Microsoft is a piece of that. But our value proposition is about complex, multi-application, high-value, enterprise-grade automations. And the interesting thing also with them is that we're actually a very large customer and consumer on Azure. So there is a -- I sort of refer to it as a Machiavellian, which, where we also drive customer -- well, if customers ask where to deploy, automation consumes a lot and Azure is a -- we're driving a fair amount of business to Azure. So I think that will continue to be the relationship but we're really pleased with the level of communication and integration and partnership.

Scott Berg

analyst
#27

This just occurred to me off the top of my head. If I go back to Microsoft's, let's say partnerships back in the '90s. They were pretty well known for developing these partnerships with companies, getting the opportunity to take a look at the technology, maybe under the hoods a little bit. It's amazing how they built that in over a couple of years and crushed their partners, in a couple of areas. Is that something -- is that a risk that you as a company are concerned about? Because I've seen them take a different approach over the last maybe 10 or 15 years but they're a pretty big partner and they do have a product. Do you think there's an opportunity there for them to get substantially more competitive or you don't worry about that very much.

Kelsey Turcotte

executive
#28

Well, any enterprise software company would be foolish not to worry about Microsoft. So I wouldn't -- I think this is just a blanket statement. But I think it's important to differentiate where we do compete with them. They are very much about creating automations in power platform, which is the personal productivity space, right, inside their sort of user-based ecosystem and inside their applications, Excel, Microsoft Word, Teams, et cetera. So very simple automations that might make it easier for you to do business or to perform your work but is a very low ROI for your employer. Where we really focus is this multistep cross-application, right, outside of any particular ecosystem, automation. And when we look at productivity -- our personal productivity, yes, we offer it but it's a tiny portion of our revenue stream. And it's the tiny ROI for our customers, who are really focused on the things that can deliver the most value, the most quickly.

Scott Berg

analyst
#29

I think a common topic of discussion, during your most recent earnings release surrounded industry verticalization. I love industry verticalization for the companies I cover because it can usually drive a couple of positive things for these companies going forward. I think about ARPU growth, because you can usually charge more for that. I think about shortening sales cycles. I think about partners that can get involved because they have those ties to those industries. As you think about your verticalization strategy, do you, I guess; a, have to change much of the product to get there but then; b, can you realize those benefits over a period of time?

Kelsey Turcotte

executive
#30

Yes. So we're super excited actually about formalizing the industry verticalization approach. We have had sort of a loose verticalization approach in North America but really invested in that in the beginning of this fiscal year, so just about 1 year ago. And we will be transferring a lot of the knowledge and capabilities into the rest of the world. So our focus on specific industries, which right now is very North American-focused, will actually be something that we adopt rest of world because it's paying dividends. So to your point, it's interesting, it does all of those things, right? It increases focus with partners. It drives acceleration and it's really the cross-pollination of our knowledge of what similar industries are doing, right? And we think about it as both expertise, right? So, we built a federal team about 1 year ago. It's rich in relationships and knowledge about federal. After about 1 year, that team actually reported a record quarter of -- period for our federal business. So the investment there is in knowledge and capability and marketing and tools, is really paying off. And we're doing similar things in financial services, et cetera. Two good examples actually is NorthStar, which is our value go-to-market selling notion, which is basically tailored for all of these industries, to help our reps articulate the value drivers and the opportunities that they -- inside each of these organizations. The second thing, just as another example, is actually solution accelerators. So think about them as blueprints and road maps for our customers, where we leverage our knowledge about other industries, right? And these are free. They're available on our marketplace to be downloaded. And I think, we have multiple dozens of them available right now and we will continue to build more.

Scott Berg

analyst
#31

Last question on product, for me at least, is CloudBots. You released your kind of first CloudBots last year. I know it was a couple of years in the making because you certainly discussed them before. But how should we think about the adoption of CloudBots relative to your perpetual model, I guess it's more of a term model but behind the firewall model that most of your customers use, are they highly demanded today? Is it still more of a opportunity that's on the horizon versus near term? Just what does that traction look like?

Kelsey Turcotte

executive
#32

Sure. So let me bifurcate that for you a little bit. Automation Cloud robot, we did deliver last year. From a financial perspective, that's a SaaS revenue model. And I would say more on the come, than a current contributor. So as far as a SaaS transition headwind, it's not something that we anticipate to affect the model too much in the short or shorter term. Our customers really -- and I keep using this word but it's so true, want flexibility. So we offer what's called a flex model right now, which essentially allows them to deploy our Automation Suite, which is our end-to-end automation platform, anywhere they want, on-prem, exclusively in the cloud, which we have a lot of customers like Uber and Amazon and Dentsu doing or some sort of hybrid model or they can quite frankly go back and forth. So this model gives them a lot of flexibility. From a cloud ARR perspective, approximately $500 million, as of the end of the second quarter, of ARR came from the cloud and that had grown about 125% year-over-year. We're also a cloud-first company just to know quickly. We do all of our development and releases for our customers every 2 weeks in the cloud.

Scott Berg

analyst
#33

Moving on to some of the go-to-market changes that the company has made over the last year or 2. One of the notable shifts, I've heard in some of the industry work that had done is, you guys are trying to sell more of the platform versus your spots. And that's kind of how the platform has grown over the last couple of years, right? It makes it easier to sell. Does that add or extend sales cycles significantly and it probably drives more value over a period of time? Or does it actually help your customers buy into the -- your strategy a little bit better because they can see a holistic view?

Kelsey Turcotte

executive
#34

Yes. So I always sort of say what got you to $1 billion isn't necessarily going to get you to $2 billion, right? And the company has evolved and grown. And it's really about helping customers deploy and manage automation. So that is where the end-to-end platform has come from. And we've made a pivot in our go-to-market strategy, really focused on selling higher into organizations, into customers who we've identified as with a propensity to spend, which is actually where this verticalization is so great because we can look at customers that have similar profiles and focus on them. And I would say there's a huge expansion opportunity across the platform. So most customers start on the smaller side but they expand and at about $100,000, is where you see customers -- $100,000 in ARR is where you see customers who have adopted that culture and are starting adoption of our platform. And there's about 1,900-plus of those. And then inside that envelope, we have about 247 customers with ARR over $1 million. So you can think of them as Power platform users.

Scott Berg

analyst
#35

Rob came in as Co-CEO, little more than 1 year ago, now sole CEO, obviously. But one of his key initial directives was around go-to-market is -- I mean that's been part of his history, obviously, right? But -- how do we look back at the last year plus since he's been there? How has he shifted the go-to-market strategy? There have been more numbers of, I guess, subtle changes? Or are there some big changes that maybe we're not all familiar with?

Kelsey Turcotte

executive
#36

Sure. So heading into FY -- actually, I can't believe it's '24. So about 1 year ago, we actually made some pretty substantive changes in the go to market. Part of it was leadership changes. So we brought -- we made a promotion internally in North America and brought in new leadership about 18 months ago in EMEA and APJ. And as you know, that typically has a trickle-down effect. So we've brought in some really great talent with strong rolodexes and a lot of experience selling platforms higher into organizations. So I think from a talent perspective, we -- there was a lot of new blood injected about 1 year ago that was great. We also have really focused and pivoted towards this propensity to invest model, which is bifurcating new customers, looking for those that have the profile for long-term investment and doubling down on that, which has resulted in actually changing coverage model. So at the high end of the enterprise, an enterprise direct sales leader might have had 50 accounts they were covering. Now they have 10. So it's really focusing them on driving expansion. If you believe it's a ubiquitous technology, across lines of business, there's so much opportunity. In our commercial space, we did the same. We took that coverage ratio from 150, down to 50. And then at the lower end of the business, we're transitioning that to a distribution model that will be led by Ingram Micro. So that's the first set of changes. And then -- or the second, so new leadership, change in coverage [indiscernible]. And then we talked about it briefly, right? All the tools to articulate the value that will resonate higher in organizations with people who control budgets.

Scott Berg

analyst
#37

So one area that you didn't talk about there was partners. You have a pretty extensive partner ecosystem.

Kelsey Turcotte

executive
#38

All right.

Scott Berg

analyst
#39

No, no, no, it's great because it's a good lead into this question is -- the thing that's also kind of struck me in speaking with some of your partners, especially at the conferences last year is, their structures look a lot more like the large software vendors, a Microsoft and Oracle and an SAP that -- they're building their practices for you to be almost very similar to that for them, which talks about how much they're buying into UiPath platform. I guess, what type of impact are you seeing from them? Is it bigger deals, better, shorter sales cycles? How do you think about the impact that they're bringing because there seems to be a notable difference today versus 2 or 3 years ago?

Kelsey Turcotte

executive
#40

Yes. So I think we would divide the partner bucket into actually 3. The first one is really around sort of the regional expertise on automation, right? Organizations that have built their businesses around automation as a specialization or automation in a particular industry. And for that group of partners, we've really, again, gone to from a maturing from quantity, we have about 1,500 partners, right? And we all know there's an 80-20 rule there. And you need to be focusing right on the ones who're really delivering the revenue and following through for our customers. So that's been a switch and I think it's really resonating, which is what I believe you've heard. The second is GSIs and really focusing -- we brought in a new Head of Partners, her name is Bronwyn Hastings, a seasoned executive who has built very large channel and partner models, right? We're going to -- we need to scale into this next evolution. And so she's really going to be, I think, a big factor in helping us determine the right strategy with the right context. So GSIs, right? They are great introductory into customers, where they are in the midst of big transformation process -- projects, of which automation can be an important part of that. So Deloitte was on the stage, EY, Accenture. And some of these are actually buying automation in order to be in their business process optimization businesses, for example. So those are great maturing relationships. And tangential to that, we also have go-to-market partners. And SAP is an important partnership we're in the process of developing. So as you all know, they have an S/4HANA migration of which they still have a ways to go and have discovered that automation can play a key role in driving success and accelerating that migration. So we're super excited. It's early stages, gone through enablement, education, there is a quota component, so they can retire quotas as part of selling -- those selling automation. But why I also mention that is because it's very relevant for our partners. Deloitte, for example, is super excited and is actually combining their SAP practice with their UiPath Automation practice, to co-sell into that customer base.

Scott Berg

analyst
#41

When -- at your customer conference, you held an investor -- we'll call it social hour, before it all started.

Kelsey Turcotte

executive
#42

Everyone likes a drink.

Scott Berg

analyst
#43

Yes, everyone does like a good -- and the wine was fantastic. But the smile on Rob's face, I spent probably 1/3 to 1/2 of my time with Rob and the group that was chitchatting with him. The smile on his face, I am talking about the SAP partnership, was pretty big. He didn't give any details necessarily but you could tell the excitement in his eyes was pretty meaningful, in terms of what the expectations that, that partnership can drive over a period of time and so...

Kelsey Turcotte

executive
#44

Yes, we haven't been specific. We have been clear that those are longer sales cycles than our typical sales cycle. But I think what he sees is the opportunity to get our foot in the door with organizations of the size and scale and prominence that we might not have been able to do, knocking on the door. And then there's a significant expansion opportunity. We have a customer, Orica, a manufacturing company in Australia, started actually with our Test Suite technology to do application as part of its migration, then realized that it would be much easier to build a clean core for their migration using automation rather than a lot of custom-made development. So there's a significant opportunity there. And yes, I think he's excited about it.

Scott Berg

analyst
#45

Do you ever worry about or does the company worry about other vendors building in their own or go "RPA technology" and bots into their platforms. A key question I'll get here and there is, hey, what if Oracle builds this into their platform or what if Salesforce builds this into the platform, how -- is that a risk to vendors like yourself over a period of time? Because some of them have dabbled with and talked about it at least.

Kelsey Turcotte

executive
#46

Yes, I think automation can -- has been sort of one of the buzzwords, right? Everyone has automation. I think the best way to think about those is; first, partner-rich ecosystem. We believe that delivering customers out of the box and flexibility, as I mentioned, is very important. So we have a large ecosystem of customers with out-of-the-box API integration in the dozens, for many of them. So we consider them partners. I want to differentiate, though, when they take -- talk about automation, they're really talking about in-app automation. So how can they use automation to accelerate adoption of their own applications? Our value proposition is cross applications and cross ecosystems.

Scott Berg

analyst
#47

That's my point. Every time I answer the question, that's where they'll always fail.

Kelsey Turcotte

executive
#48

Yes. And I think for us, that's really our bread and butter. Well, that is our bread and butter. I mean if you think about the fact that large enterprises can -- 175-plus applications and how real processes cross those applications, that's where we add value.

Scott Berg

analyst
#49

I sat next to a partner of yours, when I went to the conference in '21. So 2.5 years ago, roughly, on my flight from Minneapolis to Vegas. Literally right next to me, I had a captive audience for 3 hours -- it was fantastic. It was great. But one of the -- because we're talking about the Microsoft, kind of along the same vein, right, because they have a product there. He made a statement that I think continues to ring really true is, that product was really good on a smaller scale but only if you had a Microsoft technology on one side of the process. It could never span applications and it's not actually designed to do that effectively. So very much about what you're saying, it doesn't matter if it's any of those other vendors I mentioned, they'll struggle with that cross application functionality.

Kelsey Turcotte

executive
#50

Yes, exactly.

Scott Berg

analyst
#51

Last question for me and happy to open it to audience Q&A is, I've been -- something I've been tracking across a couple of my companies and I asked this question to someone earlier this year is, your sales last couple of quarters are showing positive inflection. I'm not looking for a comment there. But the company has displayed really good operating margin leverage over the last year, yet you're not really getting it in sales and marketing. How we measure CAC efficiencies actually shows that it's deteriorated a little bit over the last year for a variety of different reasons. How should we think about those efficiencies kind of going forward at least?

Kelsey Turcotte

executive
#52

Sure. So I think this quarter actually is a little bit of an obfuscation. So we have our big annual user conference, as I mentioned and it was -- those expenses are incurred in our -- in the October quarter. So that does cause a spike in sales and marketing on an annual basis. So just worth noting. Also from an accounting perspective, we did a reallocation of essentially application expenses, so think Workday, they're used across organization that were unique, that were previously just hitting the G&A line that will be now distributed across. So you'll see a drop in -- you see a drop in G&A as a percent of revenue and then an increase across R&D and also sales and marketing. And obviously, sales and marketing is pretty big organization. So we also did a restructuring last year to drive efficiencies, as I mentioned. And, we can continue to invest in sales and marketing, while also expanding operating margins. This year, our operating margin profile is expected to expand about 900 basis points to about 15% on a non-GAAP basis. So we're really pleased with how we've built a culture focused on driving investment while rationalizing return.

Scott Berg

analyst
#53

That's the part that I think that's impressive. Operating margin is up 900 basis points year-over-year and maybe there's some reallocation of expenses. But you haven't seen a lot of leverage there, which is where most expected to come out of, so I think that bodes well for the model going forward.

Kelsey Turcotte

executive
#54

Yes. And we'll continue to invest in sales and marketing where it makes sense. So what I mentioned previously was this industry verticalization approach that we've taken in the U.S., in North America, right? We will adopt that in EMEA. We also have growth -- what we refer to as growth product or platform specialists in North America. And we will be investing in those teams in EMEA to accelerate the platform adoption and really help our account executives articulate that value.

Scott Berg

analyst
#55

Great. With that, I'm happy to open it to the audience if there are any questions. Andrew, I am sorry, go ahead.

Unknown Analyst

analyst
#56

[indiscernible]

Kelsey Turcotte

executive
#57

Sure. So if I forget the second question, while answering the first, please remind me. I'll start with pricing. So we have -- the software robots are priced on a consumption basis, right, by process, by robot. And some robots can do multiple processes, right? So it's by robot. We charge from some of our products, like Process Mining and Task Mining, for example, by seat. So there's a seat pricing component. And then our intelligent document processing technology, which is document understanding and communications mining is actually in AI units. Pricing model, which is a consumption-based model, think of 1 AI unit equating to 1 document process. So you buy that on the initial contract, you bank it and then spend it as you automate and process documents. From a model perspective, because we're so agnostic about where you deploy hybrid or cloud, we offer flex pricing, which is essentially a 45% of the total value of the contract is license and the balance of the 55% is spread over the duration of the contract, where it's a term model and that is an ASC 606 convention. So we actually do point customers to our ARR metric to try and take some of that lumpiness out because we expect license will be lumpy on a quarterly basis. However, they are fairly well correlated, if you look at them over a multi-quarter period, either 4 months or 8 months, you can see there's a correlation there.

Scott Berg

analyst
#58

Andrew?

Unknown Analyst

analyst
#59

[indiscernible]

Kelsey Turcotte

executive
#60

The entire platform is designed to accelerate adoption, right, from soup to nuts, right, to manage the entire thing. I would say one area where we're super excited right now is actually the potential in intelligent document processing. Industry analysts have indicated that we're the clear leader there. Communications Mining, which is that tool -- sentiment tool, I mentioned before, is completely unique in the market. No one else can offer it. When we acquired that technology, we acquired some of the best sort of thought leaders in the AI space, who are professors at City, University of London. And there is just a gigantic amount of document process they required. The IRS will admittedly tell you that they have truckloads and I'm not kidding, truckloads full of paper sitting in the parking lot that they need to process. So there's just a big opportunity in that space and I am not taking away from all of our other children but I think we see a big opportunity there.

Scott Berg

analyst
#61

Last question.

Unknown Analyst

analyst
#62

[indiscernible]

Kelsey Turcotte

executive
#63

Sure. So the use cases are wildly varied. If you want to take a look, we created a use case scenario, which is on our Investor Relations home page, which essentially shows you the life cycle of, I can't remember his name, Bob, right, who's applying for his mortgage and how that works once the application is submitted from a automation perspective. But we have a big customer in the FDA, who's actually using it to process loans -- agricultural loans for farmers. It -- you can pretty much import/export documentation. There is just a massive opportunity there. We have one customer that's a Chicago-based public utilities provider and they're actually using it to do meter reading. So there's a really interesting set of use cases that aren't necessarily intuitive when we think about paper consumption.

Scott Berg

analyst
#64

With that, we'll wrap up. I want to -- thanks everyone for joining us. Kelsey, thanks so much for the time. I appreciate it.

Kelsey Turcotte

executive
#65

Appreciate you hosting us. Thanks.

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