Definitive Healthcare Corp. (DH) Earnings Call Transcript & Summary

January 11, 2023

NASDAQ US Health Care Health Care Technology conference_presentation 41 min

Earnings Call Speaker Segments

Ryan MacDonald

analyst
#1

Great. There we go. All right. Thank you, everyone, and welcome to Day 2 of the 25th Annual Needham Growth Conference. I'm Ryan MacDonald. I lead our digital health research efforts here at Needham. And with me today, I'm pleased to be joined by Definitive Healthcare's CFO, Rick Booth. Thanks for joining, Rick.

Richard Booth

executive
#2

Good to be here.

Ryan MacDonald

analyst
#3

So we've got 40 minutes. We'll do about a 30-minute fireside chat here and then leave the final 5 to 10 for audience Q&A. So if you do have questions for Rick, make sure they leave some time at the end to get those asked and answered.

Ryan MacDonald

analyst
#4

But maybe to start, Rick, we've got some likely new faces in the crowd that are -- don't know the Definitive story. So why don't we start with a brief overview of the business?

Richard Booth

executive
#5

Yes, certainly. Our reason for existing is that the U.S. health care system is massive and it's complex. It's only getting more complex. And so if you're seeking to commercialize a solution into the health care system from a sales and marketing perspective, it's extraordinarily difficult to figure out who are the right people with the economic decision making and organize all of your efforts around that. So really, Definitive Healthcare enables commercial intelligence for the U.S. health care system, for anyone who is selling into or competing within that ecosystem. That's about a $10 billion market with a strong underlying, secular, long-term growth rate because the health care, as we all know, is growing in double digits and the information generated by the health care business is growing significantly faster. I've seen estimates of 20-plus percent annual growth over the next few years. So a big market space, with a clearly defined problem. And then what we do is we've built a unique map of the U.S. health care system, building up from the care providers, which is a different approach than others have taken. Others start with claims data. They start with claims data because it's easy to get. We actually started with physician data because it's not easy to get. So we began building this up in 2011. We are, to our knowledge, the only one that has the Definitive Healthcare ID, which maps all of the interconnections here. So that powers our SaaS application, which has a variety of modules that we sell into 4 key verticals. So as you can imagine, life sciences, as of the time of our IPO, which is still pretty indicative, was about half of our -- was about half of our annual run rate revenue. Hospital providers, almost 10%. So you think about hospital providers, they are not only customers that people seek to sell to, but they're also seeking to attract and retain the right physicians, get referrals, et cetera, et cetera. So that's around 10%. And then the remainder is equally split between health care IT companies and other diversified. What all of these companies have in common is, if health care is a meaningful portion of your business, it's very important to identify in the narrow window of time that you have the right person to talk to and to walk into their office with a clear and compelling value proposition. So if you want to earn time to talk to a Chief Medical Officer about your knee replacement technology, whether it'd be a device or a therapeutic software, et cetera, et cetera, you better know how many knee replacements they're doing per year, what their readmission rate is, what their Medicare reimbursements are and therefore, how much Medicare money they're leaving on the table with those reimbursements. In an ideal world, you can also prove out the results of hospitals that do use your tech versus those that don't. So you can say, on average, we reduced that readmission rate by X and then marry that all with the insights to, a no, by the way, when we looked into your data, here are the physicians that are results -- that have the highest readmission rates that we think we would be helping. So you really -- if you -- and we all know that the decreasing windows of availability to have those sales conversations, when you get that add back, you can't miss. And that means a lot more prep upfront. The days of glad handing and walking the halls are totally gone. So we make those sales professionals even more efficient. Likewise, earlier, upstream, we help size the markets, direct the overall territory development, et cetera, et cetera. So in some ways, you can think of us as being analogous to ZoomInfo, where for every sales force instance, there should be a Zoom Info instance, feeding the right information into that intelligence. Likewise, for every Veeva instance, there should be a Definitive instance, feeding the right information and for every Salesforce that's focused on health care. So that's what we're all about. Where we are circa, little north of $200 million run rate revenue. We have near 90% gross margins. And from a free cash flow perspective, we're incredibly cash flow efficient. So we translate our roughly 28% adjusted EBITDA margins directly into unlevered free cash flow. We've actually been little north of that, but I expect that to normalize closer to 1:1 level. So big market, clear competitive differentiation, profitable and capital-efficient model. That's why I hope you'll listen to the rest of the questions.

Ryan MacDonald

analyst
#6

That's an extremely thorough overview. I like that. That's very helpful. I think a good way to set the stage for us. Now we were going to have a chance to talk to Robert a little bit but the FDA had other plans this morning. But I'd love to, at least for the audience, maybe just get a quick update on the management change from last year because Jason Krantz took a sort of a step back into more of a product-focused role, Robert Musslewhite became the CEO. Just curious what drove those changes? And maybe just your thoughts on what's changed internally if that anything at all, since the transition?

Richard Booth

executive
#7

Yes. So Robert Musslewhite, for those of you that have not had the pleasure of his acquaintance sends his regrets. He's most recently joining us from Optum Insights, which he's been leading, that is a multibillion-dollar part of Optum. He joined when his prior company, blanking on the name, you probably know it...

Ryan MacDonald

analyst
#8

From Optum Insights.

Richard Booth

executive
#9

No. He grew his prior company from roughly $100 million to roughly $800 million before selling it into Optum Insights. So he's deep in health care information. He sits on the board of CoStar, which is a real estate information-based vertical application. So if you had cast out, okay, who's the right person that understands this space, almost as well as Jason and also has the experience running organizations from $100 million, growing, them primarily, organically to $800 million. And then running an enterprise at the $2 billion level, that's Robert. And then from a personal characteristic perspective, he joined -- he started his career at McKinsey, as Jason did. I'm also a former management consultant. So we all think from a data-driven and analytic perspective with outcome-based orientation, developing hypotheses, driving those hard and fast and adjusting as we need to. So from a management style perspective, him, moving from a Board member into the CEO, has been very seamless.

Ryan MacDonald

analyst
#10

Excellent. Now as you talked about in sort of the overview, obviously, there's a really rich data platform that Definitive has built. And while there are others on the market, there are a lot of data platforms and data sets out there. We have yet to see one that really offers the breadth and depth of Definitive. And you talked a bit about how that platform was built. But as you think about today in a competitive market, the importance of keeping that data fresh and sort of making sure it's up to date, how do you do that and maintain the accuracy? And then how do you work to sort of link those data sets together to create sort of that platform approach?

Richard Booth

executive
#11

Yes. We talked about the innovation flywheel. And the easiest way to start to think about it is we built up, leveraging hundreds of thousands of sources in our own proprietary first-person research, this data set on U.S. health care physicians. We've also appended to that 13 different sources or so of claims data. All of this comes in, in the form of raw data. And anyone who's worked in the information-based businesses knows that any information source that you get is going to have missing values and conflicting values. And the more complex the information that is being acquired, the more problematic those are. So the good news is it makes that information relatively inexpensive because it's a commodity. The bad news is it's hard to work with. So what we've done, we've established those relationships and we've built our own proprietary processes for: step 1, reconciling the information to identify the gaps and the conflicts; step two, leveraging our predictive intelligence in order to resolve those. And as part of doing that, we kick out both a confidence score in the answer that we've provided and a value score in terms of the likelihood of that information to be changing over time. That then kicks into, so if you think about that as the AI-driven portion, that kicks into workflow to our first-person research, which does millions of outreaches per year. So those researchers walk in and the highest value, most dynamic information is routed to them first in terms of prioritization, for them to reach out and validate it. So the algorithm kicks out. We infer this is the correct answer, but there were 3 others in the data. And then the researcher reaches out and says, okay, it was either #1, as we expected or 2 or 3, or even, hey, it was something completely different. That kicks back into the algorithm. That information is now confirmed, which increases its accuracy but then it improves the algorithm. So I get nervous about anything that's based entirely on technology or entirely on people. But if you can combine those 2 in a mutually supportive fashion, that's really hard to do. And so that's part of what I think of as sustainable, competitive advantage for us going forward. And because we've done this over time, you can't just go back and do that process as of 2011. Can you imagine calling and trying to figure out where a physician was practicing on any given date? So you've got this cumulative history that for any sort of predictive analytics is incredibly valuable and also the trending is incredibly valuable. So there's no substitute for elapsed time in doing this because the insights are sequential. That matters because we're competing in this large space, against larger, slower incumbents that have more money on their balance sheet. So if they could just throw money at this problem and solve it, that wouldn't be a very stable platform for us to drive.

Ryan MacDonald

analyst
#12

And I think that's such an important point, too, because when you think about the broader business context, the vendors in the space and being a software analyst, so we see this with ZoomInfo or sometime with the, Dun & Bradstreet numbers, that data is not always as up-to-date as it needs to be. And then when you're a buyer in that environment, just feels like wasted spend than...

Richard Booth

executive
#13

Yes. And that's what you'll hear in your channel checks because people really prize a couple of things about this solution. One, it's accurate information. We take more care with that than anyone else is able to do. It tends to be fresh and it's presented in a very easy-to-use way. We have -- I don't have the capability of doing a demo in this room but you can see demos on our website. It's clean. It's fresh. It's easy to use. And so you can quickly navigate and experiment in real-time with the clean data as opposed to, if you're buying from a legacy provider, someone like an IQVIA or Clarivate. You submit a request for information. It takes them time to send you the file. And then often, as part of that, they're looking for a pro services arrangement to do some analysis, which gives you information but it's stale as opposed to dynamic. It's not being updated in real-time as ours is.

Ryan MacDonald

analyst
#14

Makes sense. So let's shift to the macro environment. I think that's on everybody's minds. Like others, you've seen an elongation of sales cycles that started first in new logos last year, spilled over a bit into renewals and upsells. Just wondering, if you could kind of comment on what you've been seeing in the market over the last 6, 12 months. And sort of how that's impacting your outlook for sort of the trajectory of the business, growth trajectory of the business.

Richard Booth

executive
#15

Absolutely. My comments that follow do not -- I won't be providing any new information in between earnings calls. Nobody wants us to do that, even though it's being webcast for us. But what we saw, we were among the first in Q2 to call out some elongation of sales cycles. And therefore seeing some softness in new logos. In Q3, we saw that spread and also begin to update upsells. At the time that we did that, we were pretty early in the cycle. I think you've seen virtually, all enterprise software companies now make similar commentary. I know ZoomInfo was not seeing the same thing in their commentary, in their earnings call, but 2 weeks later, that was significantly revised. And they lowered their estimates. I think that's reflective of the way in which Definitive communicates with the Street. I've been doing this a long time. Lots of gray hair appear, unlike the handsome man to my left. We are a -- just the facts, very analytical, call things as we see them. And so we can get as deep as anyone would like into sales pipeline, sales pipeline slowdown. Nothing that we're seeing indicates that, that's a secular, long-term trend, but I'm open to questions on it.

Ryan MacDonald

analyst
#16

That's the nicest compliment I've got think so for this week. Go with that.

Unknown Analyst

analyst
#17

Considering the end market should be a lot less effective by the economy, why do they tend to see a trend?

Richard Booth

executive
#18

That's a fantastic question. So I think if we break it down across the 4 major customer streams that we have as of IPO, I'll use those sizings but they're still broadly indicative. About 50% of our ARR comes from life sciences. Break that half into medical devices and half into bio and pharma. Within bio and pharma, half of that comes from companies of 500 employees or fewer and half from the larger. So I think we've all seen the kind of funding and the dynamics that are impacting life sciences overall. We're seeing the greatest impact in those companies of up to 500 employees. So they seem to be having the greatest impact. We're still seeing some impact in larger companies, and we're certainly seeing some impact in medical devices as well. And I'm speaking here of Q2 into Q3. So there, you've got about 50% of our business which is impacted by the combination of changes in biotech funding, rising interest rates, that sort of thing. They're also -- they are then selling into health care providers to a large extent. Health care providers, which are directly about 10% of our revenue stream as of IPO, they're going through their own round of challenges. So lower nonoperating income, real cost pressures, they continue to struggle with productivity, et cetera, et cetera. So those 2 kind of go together. And now you're talking about 60% of the revenue run rate. The remaining 40% split equally between health care, IT and how they're diversified. They're just dealing with normal macroeconomic challenges. Health care IT is, of course, subject to all the same vagaries of enterprise software. So you're hearing all the big guys talk about slowdown pipeline and decision-making in this care, the health care case, the health care IT is generally trying to sell into the other 60% of our business that we see. And then the diversified, the everything from flooring manufacturers, lease disposal, cafe operators, they're selling into primarily the health care systems as well. So those are the places where, although at first glance, you think about it and you say, health care, that should be recession-resistant. You then say, okay, well, let me get into really the fastest growing, most dynamic parts of health care, where they're not just already embedded. That's where we see the biggest impact has been in new logos. But then in the third quarter, we began to see some pressure on upsell as well. Those 2 factors combined create the growth pressure, which is creating this wonderful entry opportunity in terms of share price.

Unknown Analyst

analyst
#19

If I could just talk through quickly. As you may not -- this company Veeva has talked about, the young sales reps are just being introduced [indiscernible] quickly. How much of it is factor to company?

Richard Booth

executive
#20

Not a factor for us at all. Veeva had -- they're moving away from a really seat-based economic model. Whereas ours is more platform-based in terms of access to the platform. The number of seat is a factor but it's a tertiary factor in our pricing. Our pricing is primarily driven by company size and vertical. So we'll charge more for access to our platform, if you were a pharma company than a flooring company because you'll derive a lot more value from it. So industry segment, size of company, then the number of modules that you're subscribing to. Our kind of core modules are called our view set, so HospitalView, PhysicianView, Nursing View, et cetera. The more of those you use, the higher the price. And then finally, there are analytics that layer on those modules to make them even faster and easier to use. So those factors all go into our pricing.

Ryan MacDonald

analyst
#21

I'm curious, maybe upon just kind of continuing along that point of spend and sort of spend initiatives. When we talk to agency partners, it seems like in markets where marketing budgets for health care companies are tighter, the transition from more traditional forms of spend in sales and marketing to some of more of the digital native and data assets tend to slower that pace of transitions though. So we saw a really strong move in 2020, 2021 because of the pandemic. And in these type of budgets, if there's not maybe a comfort level with new level of investment tends to be on the data side, that seems to be cut first. I mean, have you seen or gotten any pushback on sort of this is a new investment. We're just not -- we need more time to sort of evaluate. We're not comfortable with it yet or anything along those lines?

Richard Booth

executive
#22

So let's see. I think it's really interesting. I think I agree with the outcomes that you're seeing, but isn't it ironic that in a tougher sales environment, people cut back on data? In the long term, you know where that was going to play out. What we see is people get reluctant to make incremental new investments, but they continue to renew as long as they're financially able to. They continue to renew their existing, high ROI assets. So that's where we saw the pressure first in new logos and then in incremental spending within existing customers for new modules, saying, "Hey, we love what we've got, but let us continue to enjoy that ROI for another 6 months." And then the navigate all question that I don't have a better answer than you do is, how long does that trend continue? And when do we get back on the larger longer-term trend?

Ryan MacDonald

analyst
#23

Makes sense. I'm curious, you talk about sort of demonstrating ROI and how important that is to the product and sales motion for Definitive. Can you just kind of walk through when a salesperson is kind of going into a prospective customer or even in a renewal, what are they looking to really demonstrate to sort of prove out that ROI? What's sort of the standard or the approach that your sales are taking there?

Richard Booth

executive
#24

Yes. This -- I have the pleasure to sit in on sales calls occasionally. And the most powerful thing to me as we start with what's keeping you up at night. And then in real-time, the sales engineer start modeling out the approach that we can take to solving that problem. So I was on one recently where someone was looking to increase their referrals from the Tampa region. And so to my knowledge, there were no pre-coordination between this prospect and the sales engineer in order to make them -- to create a nice opportunity for the CFO. So in real-time, we started pulling up the existing referrals from the Tampa region that are going into this health care provider and then saying, okay, so here's where you're getting business today. Let's flip that. Let's look at where you're underrepresented relative to the region. You could look at it by the physician level. You can look at it by the practice level. You can look at it by the hospital level and start to discern like, hey, if you were to look to make incremental upstream marketing investments, here are the places where there's a high volume that you're underrepresented. So you've got a toehold but you're not getting a lot. That's where you want to focus your attention. And that's the wonderful thing and the frustrating thing about the ROI story is it's a little different for each customer. Like back in the day, when I was selling medical transcription software, I had a little calculator that I built in Excel. And it was like, you tell me how many lines of transcription you're generating and I can calculate out the ROI. This is different. So on our investor website, you'll see we've got about 40 different case studies illustrating the ways in which our solution provides value. Some of those that stand out for me are ones where identifying just 1 or 2 more patients for an orphan drug will more than pay for the subscription. So within drug cohort development, clearly a massive ROI activity. The example that I used around knee replacement and the importance of being well-prepped, targeting the right people and being well-prepped for those discussions, that's another one. Professional service firms are well represented there, the ways in which they use it both to identify customers and also to execute on projects. There's a fascinating variety.

Ryan MacDonald

analyst
#25

And then so you're helping to demonstrate that ROI in the sales process. Is it -- is the solution then easy from a self-service perspective for customers? So once they adopt, they don't require a lot of professional service, so easy ramp time to it?

Richard Booth

executive
#26

Yes. And in fact, that's one thing to call out in our business model is we have traditionally had 99% subscription revenue, 1% professional services revenue. With the acquisition of Analytical Wizards, I expect that the portion of professional services will go up slightly but remain in the mid- to low single digits. That's important because the way we use our pro service teams is to work with our largest customers on cutting-edge problems. And once they've seen that problem more than 4 or 5 times, they effectively have the algorithm in mind that we can then feed into development to build it into the platform itself. We have no aspiration to build a big professional services organization because that's easy to do but hard to reverse. And then you get into this continual short-term, long-term conflict between PS revenue and product development, which we don't want to get into.

Ryan MacDonald

analyst
#27

Makes sense. Obviously, the macro is tough and I think you've done a great job sort of outlining what's going on in the end markets. But I'm sure you, as well as most companies, they look inwardly in these times as well to see how can we drive better productivity from our sales force. I'm curious, is there -- have you been able to parse out sort of what's macro versus what's productivity-driven? And have you made any changes in terms of how you think about the go-to-market motion?

Richard Booth

executive
#28

So I think we look at the sales productivity very, very closely. So if you think about LTV to CAC at the time of IPO, we were 10-plus. That has come down a bit with sales productivity. It's still very attractive. And so what we're doing right now is taking a look at the sectors in which the motion is working and doubling down in those sectors in terms of our marketing efforts to continue to develop leads while also maintaining focus on the size of the end market, knowing that we will power out this to make sure that -- we have -- I'll use -- I'll pick on providers, for example. So provider is roughly 10% of our revenue stream, 20% of our potential TAM estimated at IPO, and so cutting down a little bit on the short-term sales and marketing investment while maintaining the longer-term product spend that drives our future outcome. So making some of the smart tactical decisions of that type because we -- part of our culture is we measure everything. And we're constantly -- you set a hypothesis, you fund it. And then as quickly as you see it's working or not working, then you either double down or cut back.

Ryan MacDonald

analyst
#29

Makes sense. I ask you this question all the time but you do plenty in demos, but like you don't ever really offer pilots of the program. And I know you can demonstrate the ROI sort of with your reps, but have you ever considered sort of shifting towards a pilot? And if not, is there something preventing where, maybe a pilot wouldn't be as effective of a sales motion there?

Richard Booth

executive
#30

Yes, it may be a terminology thing. But -- so you can sign up for free access for 10 days on our website. If you think about what you'd normally do in a pilot, normally, you would build the API integrations, load the data, begin to configure the reports. Well, that's about a 6-minute process with our platform. The data is already loaded into the platform. It's readily configurable. As a test, I gave myself access and was able to research a variety of interesting observations on -- it's first thing everybody does, right? You do it on your own, doctor, your mom's doctor, et cetera, et cetera. And trust me, if I can figure it out, anybody can. So yes, it's so readily available. And you think about it, we start on a phone call with a guy trying to expand referrals from Tampa and walked him through it on the same platform that he can have access to by creating a username and a password on the website. So we haven't found the need to do more formal pilots because the technology is so enabled.

Ryan MacDonald

analyst
#31

Makes sense, okay. Maybe back to the sort of end market question. You obviously identified a few end markets where there was a greater weakness than others. How flexible is the sales organ go-to-market motion? And can you pivot the same sort all the reps to specific end market verticals where you might be seeing less impact from the macro? How flexible...

Richard Booth

executive
#32

I would say moderately, flexible. So 3 years ago, everybody sold everything. But 3 years ago, the platform wasn't as robust as it is today. So clearly, there's some ability to sell that way. As we continue to advance, 3 years ago, we didn't have a single million-dollar customer and now we have mid-teens million-dollar customers. So in an ideal world, we have sales people that are facing off with industry experts in areas like life science and biopharma that are familiar with the terminology, medical devices is different pharma is different from life sciences. So there, we really try to keep people in their lanes. And we're patient enough that we have account development plans, and we're not going to yank and shift somebody based on a quarter but we'll look at that over time. As you start to get further to the right in this little mental picture that only I can see, as you get further to the right, people get more generalizable. So within the kind of all other category, you can pivot people pretty quickly because the depth of usage is not quite as high. So we can make appropriate changes and we can shift marketing dollars, but we couldn't do a massive pivot.

Ryan MacDonald

analyst
#33

Got it. And then if we remove the macro completely, as you look at your end markets, kind of how would you rank sort of what you're most excited -- in terms of where you see the greatest near-term opportunity? And maybe where are you focusing your product investments during this sort of time so that you can kind of continue to bolster that functionally for when the market kind of reopens again?

Richard Booth

executive
#34

Yes, yes. Can I talk out of both sides of my mouth for a minute?

Ryan MacDonald

analyst
#35

Sure. Why not?

Richard Booth

executive
#36

So I love all our customers. If I look across those 4 segments, they're all doing well. There's a lot of room to grow. So when I look at the productivity metrics, et cetera, et cetera, I keep looking for weak spots, and it's just a degree -- it's a question of degrees of strength. If we're ignoring the present macro environment. But then I just go back to basics and I say, okay, 60% of our TAM is coming from life sciences as we've defined it. I see no reason for that not to continue to grow as a portion of the economy, the information related to that. So that feels very core and we've got a lot of activity there. Closely, Jason, is provider, because once you're making 1 set of claims and other investments and you're building these analytics, they spill over very directly. And then you've kind of got the data exhaust that allows you to make similar insights available to health care and IT, health care and IT and others, in terms at much, much lower rates because you've got those high economics. So I think of left to right on this little spectrum, focusing the investment on life sciences and, to a lesser extent, on providers. And then being disciplined about providing access but not driving new research on the others.

Ryan MacDonald

analyst
#37

Interesting. We've got about 5 minutes left. I wanted to save time for questions.

Unknown Analyst

analyst
#38

Yes. I know there are some competing data services, but from your customer standpoint because you're taking your proprietary data and you're adding some that you're buying, is it all proprietary from their standpoint? Or can they say, "Oh, well, I could get this here and I could get this there?"

Richard Booth

executive
#39

By the time we're done, we view it as proprietary. And most of our customers are using multiple sources of data, certainly all of our life science customers. So what we'll generally find is folks are using IQVIA for things like, because they're the most commonly mentioned other company as a source. They'll use that for things like pharmaceutical sales rep compensation, which it's just kind of a steady -- exactly what you need. Every period, you need this report on this state, boom, boom, boom, that sort of thing. And then they will use us on incremental use cases, the areas that are more dynamic. Within our platform, for example, you can, in real-time, model different patient cohorts. So more of the strategic stuff coming to us, the tactical stuff remaining there. And many customers may have 6 or 7 different data sources that they're pulling the other and combining, especially large pharma.

Unknown Analyst

analyst
#40

Describe your M&A philosophy and the approach and how active we should expect you to be in the next 2 or 3 years?

Richard Booth

executive
#41

Yes. So we have a very clear strategic focus. We look for data and technologies that will immediately make the rest of our data more valuable when we add them to our data and vice versa. They generally tend to be up to $25 million of revenue. They need to have a high gross margin and the ability to get to a long-term economic model similar to our own, where we target high 30% to low 40% adjusted EBITDA at scale. And so that tends to mean that you'll have a small, fast-growing, high gross margin, slightly loss-making target. The kind of prototypical most recent 2 examples are Analytical Wizards completed in February of this year, and Monocl completed in the fourth quarter of 2019. We would aspire to do 1 to 2 of those deals per year. But we're exhaustive on our diligence and we're disciplined in our usage of capital. And therefore, we kiss a lot of frogs before we take 1 to the ball. So I'd love to deploy more capital. Our balance sheet is built for it. But I won't pull the trigger on a deal that I'm not convinced will improve shareholder value. So we're waiting for private prices to normalize a little more.

Ryan MacDonald

analyst
#42

Any additional question -- go ahead.

Unknown Analyst

analyst
#43

What about headcount? You talked about the macro environment to be a little more difficult. What are you doing on the sales side, specifically, and where do that target go through the numbers of [indiscernible]

Richard Booth

executive
#44

So we continue to evaluate the places where adding additional sales professionals can be accomplished without degrading their ARR per sales person. One of the things that makes that really difficult right now is we're seeing a decline in the ARR per sales person over the last few quarters until we're really digging into it. There's no simple answer. But I think you guys all do the same math that I do of, you look at the dollars of ARR added relative to the sales and marketing. You need to say I don't like that trend. You can imagine I can be a real pain in the a** internally. So we're spending a lot of time breaking down in detail, figuring out where it's working, where it's not. These are all incremental adjustments to the dials of what is still a highly effective sales and marketing engine. But we're continually tweaking.

Ryan MacDonald

analyst
#45

Maybe just last one for me on margin trajectory. I think gross margin has been a big topic of discussion as Analytical Wizards are integrated and then you bring more prescription drug data online. You've outperformed so far. So is this -- how should we think about this as more Analytical, Wizards maybe also having an impact from those elongations or maybe some push out of those investments and such?

Richard Booth

executive
#46

The primary driver is -- so we're making 2 major claims data set investments that are going live in January of 2023, so they're live now. The way these claims data investments work is their fixed cost per year that turns on when you go live. And so that's worth about 200 basis points of gross margin pressure in the first quarter. So if we exited in the fourth quarter, at a little over 88% gross margins, you'd see that potentially dipping in the first part of the year to circa 86%. And we've taken that all into account in our commentary vis-à-vis 2023 economics that we provided on the September 30 call.

Ryan MacDonald

analyst
#47

Excellent. We're right out of time. We'll leave it there. Rick, thanks so much for joining me today.

Richard Booth

executive
#48

Thank you, Ryan.

Ryan MacDonald

analyst
#49

Thanks, everyone.

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