QUALCOMM Incorporated (QCOM) Earnings Call Transcript & Summary

August 28, 2025

NASDAQ US Information Technology Semiconductors and Semiconductor Equipment conference_presentation 35 min

Earnings Call Speaker Segments

Ross Seymore

analyst
#1

All right. Good. I guess it's still morning for us out here. So thanks, everybody, for coming back. We'll get started with our next fireside chat. We're very happy to have Nakul Duggal, who is the group GM of the Automotive and Industrial business at Qualcomm. Qualcomm as you all know, is heavily into the handset side of things, but is over the last 5 years plus is heavily invested on diversifying their business, and Nakul is the head of some of the biggest portions of that. Probably, at least in my estimation, I don't think the company has really said it, but probably runs somewhere upwards of 1/4 to nearly 1/3 of the company. So we're very happy that you could come up.

Nakul Duggal

executive
#2

Thank you for having me.

Ross Seymore

analyst
#3

So why don't we jump into a little bit about the diversification strategy at the highest level. How are you -- and we'll dive into the individual businesses here in a bit. But at the highest level, the goal to diversify, the resources you're given, the strategic imperative, all of that, whether it's the Board or Cristiano or Akash, how are you tasked for running that?

Nakul Duggal

executive
#4

So thank you again for having me. I've been with the company for -- I celebrated 30 years in June. So I understand the history of the company. I understand how we invest. I understand how we build ecosystems. One of the things that became pretty clear as we were focused on diversification about 10-ish years ago was what is the value of the technology stack that we build in markets outside of our mainstream markets. And what became pretty apparent was our understanding of markets outside of our core mobile business was fairly limited. The approach that we took when we were starting to build out our automotive business was -- how do we build a much more intimate, much more proximate business that is aligned around the needs of the auto industry. And this was a decade ago. So automotive was obviously very different from what you see today. And it allowed us to appreciate the complexity involved in quality, in safety, in supply chain resilience, in the long life cycle that is required, the software differences. And we have since taken automotive as a business that we manage pretty much completely independent of the mobile business. So it gets not only the resources and the investments needed, but it's a much longer view on how are we going to see success there. The approach that we took in automotive helped us in formulating a lens through which to look at other markets like industrial, markets that have a slower-moving cadence, but obviously much more committed to the transformation that then comes along. And so those approaches have certainly helped us cement the way that we then invest as well. And then the bets that we make, whether M&A or strategic partnerships, that's all part of that same strategy.

Ross Seymore

analyst
#5

So let's dive a little bit into the automotive side of things. I think you guys are doing -- you're on track for nearly $4 billion in revenues in this calendar year. You're a bit ahead of what your targets were. And I think over the last 5 years, the CAGR of that business has been about 40%, incredibly impressive, especially at a time where many of the auto semi companies are having some challenges just cyclically. So talk a little bit about what has driven that growth looking backwards, and then we'll get into some of the forward growth drivers as you drive towards your goal of having, I think, $9 billion towards the end of this decade.

Nakul Duggal

executive
#6

Yes. So I think one thing that automotive requires apart from everything else that you have to do is a tremendous amount of predictability that the supplier has to provide to their customer. It's become a very complicated market in the last 5 years or so. And because of all of the complexity that automakers already deal with, electrification, geopolitics, supply chain resilience, when they look to us, one of the things that they find is a global player that invests heavily in software has a very broad portfolio of semis -- is able to think 5 years out, make those investments on behalf of the automaker. And that just makes us a very stable, reliable supplier that is focused on the transformation that's going on in the automotive space, central compute, SDV, driver assistance, automated driving, all of that. And a lot of those bets were made by automakers 5-plus years ago. So as they make those bets, they look at what bets are working, which ones are not. I think the revenues that we delivered a year in advance are really an indication of winning at the right time, those programs essentially launching at the right time. And frankly, being very broad-based. We supply into pretty much every automaker globally. So we are not as affected by changes in the type of drivetrain that is selling or what happens in one part of the world versus the other. We are fairly insulated to that.

Ross Seymore

analyst
#7

So how would -- if we just took the $4 billion in revenues now and the $9 billion that you have as your target, I think, at fiscal '31, talk about how the mix changes within that. And I know you have even just to keep throwing around large numbers, $45 billion design pipeline, I believe. And how important is that transition from probably the connectivity side to the ADAS side, et cetera?

Nakul Duggal

executive
#8

So I think connectivity is a very predictable -- I guess, it's the most predictable part of the composition of the revenue. It's mostly our modem business, the RF business, some WiFi attach alongside it, some Bluetooth, some GPS. We have a power line communications business. The remainder of the business is actually very proportionate to the rate at which cars are moving towards central compute. -- bringing in a tremendous amount of integration of a number of different ECUs that were previously discrete and disparate. Now these are all getting integrated. And it's happening across multiple automakers and multiple generations at the same time. So to give you an example, there are more conservative automakers that are launching products that we introduced in the 2020, 2021 time frame this year on a very large global footprint. So they will essentially take some of our Gen 3 cockpit products and deploy them across their global fleet. And those will last for 7, 8 years. And then there are others who are taking our Gen 5 platforms, which we only sampled beginning of beginning of '25, and those will go SOP first quarter of '26. And the -- I won't get into the content delta, but the performance delta between Gen 3 and Gen 5 is probably 15x. So we have this very interesting trend that is now happening in the auto industry where everybody is moving towards their next-generation architecture, but the rate of adoption is not the same. So we benefit from being able to see really fast-moving companies adopt new technology and rush to compete, while at the same time, we have a very stable, very predictable foundation on top of which previous generation silicon is getting deployed. To add to that, as we start to see ADAS wins coming in and ADAS on the silicon side really started to scale for us early part of, I guess, middle of '24 is when we started to actually get designs to scale up with our Gen 4.5. So we started to build our ADAS silicon about 3 years ago, and we have announced 20 OEMs. This number will just keep growing because everybody is going to start to kind of move in that direction. Because architecturally, we have aligned the cockpit architecture and the ADAS architecture, it allows automakers to significantly save in software cost. They have to build once and then they can deploy based upon the workload that they have. So you will see a lot more of the compute concentration over the next 5 years. And I think it will be a combination of high-performance, high-value compute with a foundation of a lot of the legacy programs that we have won that will continue.

Ross Seymore

analyst
#9

So in some ways, it's analogous to Qualcomm going from a connectivity leader to a compute leader across the entire company, whether it even be in handsets, the same thing is happening in automotive.

Nakul Duggal

executive
#10

I think that's right.

Ross Seymore

analyst
#11

So is the majority of -- and you might even have had charts in this at your last analyst meeting, so forgive me if I didn't recall. But the majority of the $4 billion today, is it safe to say, is more the connectivity and cockpit. And then towards the $9 billion side, the ADAS side will be a significantly larger portion than it is today, and that's the direction of travel.

Nakul Duggal

executive
#12

Yes. I think -- and I think you will start to see a blend of ADAS and cockpit just in terms of architectures. We introduced the Flex architecture. And so that blends it. But yes, I think you will see a lot more of the compute portfolio in the next 5 years.

Ross Seymore

analyst
#13

So when we think about the ADAS side of things, what's the primary differentiator that Qualcomm has?

Nakul Duggal

executive
#14

So I think there are a couple of things. In markets where the ADAS stack is well understood and you know what you're looking to deploy, whether it's urban Navigator an autopilot or highway navigator an autopilot where the number of sensors are well known, the stack is fairly robust. We excel at being able to then optimize that for silicon, optimize it for power, optimize it for performance. That is something that is there in the history of the company. It's there in our architecture. And so that's where we are really able to extract a significant amount of performance on a per millimeter square basis on the thermal envelope that we have provided, and that's helping us win quite a bit. The other piece that helps is our tiering. So we have built a portfolio, especially for ADAS that allows us to go towards the -- I wouldn't say the real tier, but entry and then above. And so we are very well positioned with the portfolio on entry, mid and then premium. And so customers who are building their stacks and are starting to mature them, harden them, they want to be able to have a common portfolio that allows them to be able to think between tiers in the same generation and also across generations. That I think, is making a huge difference in terms of the rate at which we are winning in ADAS.

Ross Seymore

analyst
#15

And that scalability that you're mentioning, how is that applicable on both the hardware/semiconductor side as well as on the software side?

Nakul Duggal

executive
#16

Yes, absolutely. So the software architecture that we have is the same software platform that travels from a premium tier SoC all the way down to an entry-tier platform. And so that saves OEMs a significant amount of switching cost. And then to the extent possible, we also try to maintain that across generations.

Ross Seymore

analyst
#17

And discuss on the software side, the importance of the Arriver acquisition from a few years back.

Nakul Duggal

executive
#18

Yes. So we decided perhaps a bit late that the stack business was something that we had to get into because it was going to have high attach. It was going to be global. It was going to become part of every vehicle. And I think clearly, that's how it's turning out. Rather than doing it organically, and we've had a team that has been working on the stack for quite some time. We decided we needed to have a team in-house that had real-world experience in actually deploying this. It was the right idea. We did this right in the middle of COVID. So it was not the best time to get into the middle of a complex acquisition. But what helped us was BMW was very interested in working with somebody that they could have a very close partnership with in terms of driving their next-generation stack requirements, ADAS requirements. So it became this 3-way and 2-way once we acquired Arriver, where we've built out our stack team over the last 3 years or so. We have built the computer vision stack in-house. It's going to be commercial by the end of the year across 60 countries, 100 countries next year. And if you think about it, this is something that we did from a standstill. So in 2022, we had no stack. We will have this global stack launching next month. And then with BMW, we partnered to develop the drive policy stack together. So the Arriver team was very instrumental in not just bringing in the expertise, the IP, the experience, but also creating a foundation inside the company on how to go build a stack business, a stack product, which is something that Qualcomm obviously has not done before. So I think it was the right time and has been hugely instrumental in the success.

Ross Seymore

analyst
#19

So when you put together the hardware and the software side, what is the primary differentiation that you offer versus -- in the ADAS realm versus, say, the Mobileye side or the NVIDIA side, which tend to be the 2 primary competitors. And if there's other competitors you want to highlight, go ahead, but those are the ones I think of.

Nakul Duggal

executive
#20

Yes. So I think there are multiple layers to a stack. I think the active safety stack, which is basically the foundation for making sure that you are able to be compliant with all of the global requirements. That is something that I think we are now working to get to par and perhaps even ahead of some of our competitors. Mobileye, obviously, is the gold standard, has been doing this for a long time. And so the goal is to be able to certainly meet and eventually get ahead of those types of requirements. I don't really look at many other stacks as really at that scale because if you look at the data, if you look at what's out there, other than stacks that have been built vertically by OEMs, there isn't really anybody else apart from Mobileye that I would say is at the same level. As you start to go to features and go higher up the stack, -- that then comes down to the OEM, what type of sensor set they're deploying, what type of features they are developing. And we actually -- and we welcome for those of you that are interested to come check out the [indiscernible] in Munich, and we'll have some here in San Diego as well starting next month. You can experience the customer functions. You can actually see for yourself the type of performance. That we are very proud of because that is something that not only have we built together, but we have -- so that is a stack that we can take and extend over to other OEMs, which is what we are in the middle of doing.

Ross Seymore

analyst
#21

So you talked a little bit about the importance or we talked about the scalability side of things. When you talk about Snapdragon Ride and then you have the Flex side of things, talk about the Flex platform and the importance of it. And I get the sense that, that is a unique ability that you have on the scalability front. So just kind of expand on that, if you could.

Nakul Duggal

executive
#22

So when we decided to start building safety-grade chips for automotive compute, it became pretty clear to us that this whole separation in a car between what is the infotainment domain and what is the safety domain. This was obviously historically made sense. But going forward, especially with AI, especially with physical AI, these lines will start to blur. And so architecturally, we decided that we will allow for an architecture that allows us to be able to run a software stack that doesn't differentiate between infotainment and driver assistance. We did that with our Gen 4.5 products. Now with our Gen 5 products, the level of performance that we are adding, it's 3 to 5x more powerful than the 4.5. You just have plenty of headroom to be able to run 2 stacks concurrently and still have room left over for more. So what we have started to notice is OEMs that own their own stack want to be able to run the stack as an application as opposed to a dedicated domain. And especially when you start to go mid-tier where you want to be able to get cost optimization, where you want to be able to go from 2 separate ECUs to a single ECU and potentially a single SoC. The Flex architecture makes a lot of sense. We introduced the Flex architecture for the first time. I think it was I think it was maybe a Snapdragon Summit in '24. We will launch with Leap Motor in China, our first Flex platform in the middle of '26. So this is an example where somebody who actually owns the infotainment stack and the ADAS stack in-house, they can go deploy this on the same SoC. And we're starting to see that interest from a number of different players.

Ross Seymore

analyst
#23

And do you get the sense -- we talked a little bit about the uniqueness of your stack and the gold standard from a competitor point of view. What about just on the pure silicon side of things, the competitive landscape on that, do you tend to think of Qualcomm is coming from kind of the bottoms up and so more working your way from the L1 functionality up? Or do you have the headroom to start kind of at the top and go down and what the competitive landscape looks depending upon which side you're coming from?

Nakul Duggal

executive
#24

I think we made a bet 5 years ago that when it comes to ADAS, we are going to focus on L2+. Right or wrong, that was the bet that we made. So L2+ and below, and that's kind of the market that we want to focus on. We deliberately did not focus on L5 and robotaxis and all of that. So the platform that we started to build was the same common platform for both cockpit and ADAS because we started to add the safety capability. And I think it was a very good decision because it has allowed us to flex in the direction of getting down to entry-tier chips, which we've now had available commercially over the last 3 years or so. And then this next generation, we have moved up tier into premium and super premium. So in the same window of time, we actually have this portfolio that really scales across the board. There isn't anything that we do not have as far as silicon road map goes on our platforms, except for some very basic entry commodity silicon. And so that makes it a portfolio that is super complex to contend with for many of our competitors because it is reliable. We have tens of millions of chips that we are deploying annually, multiple hundred millions deployed. They're all safety grade. They're all supply resilient, multi-sourced -- quality proven, software proven. And so for somebody that is trying to do this for the very first time in an environment where there's massive risk in terms of execution, in terms of a global footprint, geopolitics, I feel pretty good that I think we are actually in a pretty good place with the strategy. I mean, it's played out well.

Ross Seymore

analyst
#25

Yes. Well, clearly, you're well ahead of plan and doing $4 billion in revenues already at a time, like I said before, that's been challenging. So something has gone very well for you. So that's definitely a complement. You said 5 years ago, the focus and the bet at the time was placed on L2+ and below. Has that evolved now to a higher level as you've succeeded and gotten more knowledge of the industry?

Nakul Duggal

executive
#26

So we are transitioning to an end-to-end AI architecture for our stack, and that becomes very data-driven. And as you have a data-driven approach, then you want to be able to make sure that you can keep advancing the same stack towards L3. But we feel that the majority of the market is still going to remain in that L2+ space. And there are a number of reasons for that. I think one is just the liability that the automaker has to take on. The other is the cost pressures, the market adoption, consumer adoption. I think the teams that we have are developing a stack that will certainly be ready for an L3 implementation. We are thinking about this more in the context of redundant architecture. So if you deploy an L3 architecture, what is the fallback how do you deal with the safety aspect. So for us, what has become a great learning in the partnership with BMW is that you really have to focus on the safety aspects of the architecture that you're building because at the end of the day, that is what matters, right? I think these are all great features to talk about and read about. But as a consumer, if the product that you're building, you can't stand behind from a safety perspective, it's not going to get all the much traction. And there, we feel like at least one competitor has taken that seriously, and I think they do a very good job with it, and that's the approach that we're taking.

Ross Seymore

analyst
#27

So when customers -- when suppliers, semiconductor suppliers get design wins, everybody talks about them. You guys talked about getting 20 OEMs and a bunch of, I think, 12 new design wins last quarter, all great numbers. We hear from a lot of your competitors, the same customers, design wins with the same customers. How externally do we reconcile that everybody has the same design wins with the same customers? Are they on different SKUs, different models? And especially as you move into ADAS, it seems less and less likely that you would have a multisource agreement. So how do you guys suggest we reconcile that?

Nakul Duggal

executive
#28

I think it varies quite a bit. I think it varies by OEM. It varies by region. It varies by the domain that you're referring to. For example, we see less and less multi-sourcing across telematics and infotainment. In ADAS, we see multiple generations of programs coexist because those programs run long, sometimes they get delayed. The next-generation program that needs more functionality will probably overlap significantly with the previous generation program. There are aspects of the car architecture that come into play. For example, electrification has a massive impact on the architecture, the EV architecture of the vehicle. That has a very specific set of suppliers that have been selected. So there isn't really a single SoC supplier to a single domain, especially for the mid- to large-sized OEMs. The smaller OEMs, it's pretty much one or the other. But -- and then as you start to look at China, where the pace at which the market is moving is much faster, you absolutely have overlapping programs all the time.

Ross Seymore

analyst
#29

So to try to put some rough numbers around it and your willingness to give these, if you guys don't give them, then fine, you can just say that. But as investors think about the content per vehicle and how that changes over time, not necessarily today to tomorrow, you could put it in multiples. But as you go from connectivity to cockpit to ADAS, how should we think about what sort of multiplier effect that could entail?

Nakul Duggal

executive
#30

So I think yes, we have not really broken this down in terms of the actual ASPs. But I think connectivity is very predictable in terms of what are the types of ASPs, right? They're mostly they're mostly double digits. I think with infotainment and ADAS, that's where I think there is a significant amount of premium that is available, mostly because we are driving a tremendous amount of integration value. So we are massively integrating new functionality, coexistence. And we are reducing the overall system BOM for the automakers. So that's where we are able to extract the premium. But we haven't really provided any specifics on the ASPs themselves. I mean it's a range. It's a broad range depending upon which tier you're referring..

Ross Seymore

analyst
#31

Right. But I think would it be safe to say the content per vehicle rises as you move along that range towards the ADAS side?

Nakul Duggal

executive
#32

Absolutely, absolutely.

Ross Seymore

analyst
#33

What -- and does the profitability scale directionally with -- you definitely don't break out what the profitability is gross or operating margin for your segment. I'm not asking that. But does it scale upward as you follow that same trend as the ASPs or content? Or is it more based on revenue scale?

Nakul Duggal

executive
#34

Yes. I mean it's very dependent upon the tier that we are talking about, which underlying chip we are talking about. But yes, the profitability absolutely does scale. Yes.

Ross Seymore

analyst
#35

So last question on auto because we do want to get over to the industrial side of things. You're doing almost $4 billion a year in revenue now. Your target is to get to $9 billion, like I said, in 5-ish years or so, 5, 6 years from now. What are the biggest steps for us to monitor externally that are necessary to get from the $4 billion to the $9 billion.

Nakul Duggal

executive
#36

I think the biggest one is execution to the pipeline that we have shared. And so we have internally a way to track the rate at which the programs that we have won, how well are they executing. So that, I think, is a very clear leading indicator in terms of the rate at which the quarterly revenues are building up. I think the other is the win rate. Are we continuing to add to the pipeline? How quickly does it replenish? There is a lot of macro out there just in terms of tariffs, the sales of OEMs, China competition, what does that start to go look like, especially in Europe, especially rest of world. But I think the size of the market is also growing, right? The silicon content in cars is growing. Every car is contributing to an expanding SAM. So I feel like, of course, there will be competition and there will be complexity. But I think cars by the end of this decade are all going to become fairly advanced products pretty much all over. And so that, I think, certainly plays very well to the strategy that we have. And as far as the road map goes and the investments that we are making, those are all made very well in advance. So most of the products that we have to go build are already designed or in design right now, and we are only doing this because customers have made a clear case as to what they're looking for in the next generation. So we feel pretty good about.

Ross Seymore

analyst
#37

Good. Well, it's going well so far, indeed. So congratulations on that. Thank you. So why don't we pivot over to the industrial side of things. Now this is going to be a subset that you -- a subset of your IoT business that you don't break out, but I believe it's somewhere around $1 billion that you're responsible for of the roughly $6 billion, $6.5 billion of IoT. Is that -- it's a bit round numbers we're in the ZIP code.

Nakul Duggal

executive
#38

It's a bit north of that.

Ross Seymore

analyst
#39

A bit north of that?

Nakul Duggal

executive
#40

Yes.

Ross Seymore

analyst
#41

Good. better than south. So talk a little bit about the strategy that Qualcomm has applied to this market and how it might differ from what you did in automotive.

Nakul Duggal

executive
#42

Yes. So -- so this is something that I've been managing for the last 18 months or so. And a couple of things ran through about this market that were maybe a little bit different from what we saw in automotive. I think one was there is a massive interest and need for Qualcomm technology to be adopted across these very wide industrial segments, but we needed to package our products a whole lot better. They needed to be made much more relevant to the specific industries because there was not a lot of familiarity with Qualcomm in a lot of these spaces. They had to be made easier to use. We had to have the right channels in place, the right infrastructure in place. So that has now started to happen. And we've broken this down across 5 major product segments. We have an industrial connectivity product segment similar to what we have in auto, which is doing quite well. We have a camera segment that we are doubling down. So we have taken the camera space, called that out separately and focused on cameras as an area where we will see a tremendous amount of AI capability getting built out. So that, I think, is actually growing very well. We have what we call our consumer and commercial processor business, which is really a very broad market from retail, enterprise, home and life, appliances, and that is growing very quickly. We have an industrial processor business, which is focused on all of these industrial applications, which we leverage a lot of automotive IP and products from. And then we have a new robotics and drones business. So we have organized the product segments to be very horizontal and very focused on a large number of verticals that can take that capability. We have revamped our go-to-market team. So there's a lot of familiarity in terms of which verticals need what specific type of product. And then we are building solutions. So we are not just stopping it. So think of it similar to maybe not a great comparison, but like we felt the need to go build a stack because this was something that was going to have mass adoption. Similarly, we feel like in the camera space, there are going to be a number of solutions that will be needed because AI is just going to become the way that you engage with the camera. So we are building out solutions across a wide variety of segments because we feel like as you get to the solution level, you're just going to be much more relevant to the end customer. We've also taken an approach to be very developer-focused, which is not something that it was a muscle that we didn't really -- we didn't have a need to really develop that in the past. But in this space, because there's just such a large number of people that are not developing with AI, having the ability to be able to be accessible to an ecosystem that as a B2B company, we had never really focused on. So you'll hear more about this in the coming months about what we are doing there, but that's become a very urgent and important focus. So as you push in all these different bookends of the problem statement, I think overall, we just become relevant to a lot of players that we previously were not.

Ross Seymore

analyst
#43

So at the highest of levels in the 2, 3 minutes we have left, the differentiation Qualcomm offers entering this space. And I know it's probably different in each of those verticals that you'd mentioned, but if there's a common thread, please summarize.

Nakul Duggal

executive
#44

I think our scale, right? I think there are not many companies like us who exist in the industrial space. There are not many companies that are coming to meet customers where they're at in terms of trying to understand their end-to-end problems. Like, for example, we built a partnership with Aramco a year ago. We have 2 dozen projects that are going on. Just with that one customer, we have set up a team in Riyadh and in Iran to go support those customers. So our ability to be able to engage with the customer and get to a solution, given the scale at which our technology operates, our products operate, that is something that comes pretty naturally to us once we kind of provide focus to the problem statement. I don't think there is really any other company that does everything from Bluetooth shelf labels to edge appliances to drones and robots and industrial processors, industrial PC chips. It's a massive portfolio in terms of what we have. So I feel very good about the projections that we have made in terms of the growth in the industrial and embedded IoT.

Ross Seymore

analyst
#45

Is the go-to-market direct or more distribution heavy?

Nakul Duggal

executive
#46

It's a mix depending upon the complexity of the product. Products that are more complex require a direct touch. We are also, as I mentioned earlier, very developer focused. So we are building out some more capability that allows us to make certain products simpler and easier to use, and that will make those products very distribution friendly. And then there are certain products that we do sell for distribution.

Ross Seymore

analyst
#47

Talk a little bit about the -- I believe you're north of $1 billion in revenue, as you said. I believe in fiscal '29, Akash said you had a $4 billion target for the revenues, much like I asked on automotive in the last minute we have left, Talk about what it takes to get from where you are today to kind of quadrupling-ish or tripling depending upon where you are.

Nakul Duggal

executive
#48

I think it's pretty straightforward. I think there are 2 types of customer profiles. I think one is the ones that we are very familiar with who are now consuming a much broader portfolio that was exposed to them previously. And that, I think we are seeing tremendous growth there, cameras, industrial processors, consumer processors, et cetera. The other is customers that are less familiar with us and where we have to change the profile of the product for it to be much more easily available and accessible to them. But the size of the market is very large. This is not a small market and the number of products that we are putting into the portfolio are also very large. By the way, the other part that is interesting is we are not building a lot of new products for this market. We may build 1 or 2 products for what is a very large portfolio. So what that should tell your audience is we have a lot of capability in-house that we can leverage and reuse. So that obviously also helps us significantly in terms of the expense that we have to take on to enter these markets. And we are directing that expense towards software, towards expanding the channel towards building out solutions.

Ross Seymore

analyst
#49

Well, Nakul, we're actually out of time already, but congratulations on the diversification that you've done. Automotive has been especially impressive, and we can all see that, but I know the industrial side has done quite well underneath the surface as well. So thank you for joining us.

Nakul Duggal

executive
#50

Thank you very much.

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