Applied Materials, Inc. (AMAT) Earnings Call Transcript & Summary
February 13, 2020
Earnings Call Speaker Segments
Toshiya Hari
analystI appreciate that. Good morning. Thank you all for attending Day 3 of the tech conference. I'm Toshiya Hari. I cover the U.S. semiconductor and semi cap equipment space at Goldman Sachs. Very honored and very excited to have Gary Dickerson, President and Chief Executive Officer; and Dan Durn, Senior Vice President and Chief Financial Officer, from Applied Materials. Gary, Dan, thank you very much.
Gary Dickerson
executiveWell, thank you for having us.
Toshiya Hari
analystAfter a very busy night. I can only imagine. So thank you. I've got a bunch of things that I'd like to ask you guys on, but before going into specific questions. Gary, I was hoping you could give a general update on the business.
Gary Dickerson
executiveSure.
Toshiya Hari
analystWhat you're seeing in the core markets, what the key initiatives are for Applied in 2020. And as a leader of the business, how are you spending your time these days?
Gary Dickerson
executiveI spend a lot of my time with R&D leaders and CEOs really across the entire ecosystem. I think from a big picture standpoint, what is happening in our industry, we communicated on the call yesterday. The business is larger than it's ever been in the past. Basically, you have IoT, AI, big data, layering on top of mobile social media and also PCs. So you see the semiconductor equipment business, again, much larger in the range in the last 5 years of 10.5% to 12% semiconductor equipment versus semiconductor revenue and also much less volatile. So again, it's really driven by technology transforming every industry: education, health care, transportation. You see retail. You see all of the really data-centric companies. Market caps are rising the fastest. And we're really in the early innings of this big wave for the entire industry. If you look at -- 2018 was the first year machines generated more data than people. By 2025, that's going to be 10:1. And people talk about 1 trillion connected devices by 2030. And really, at the foundation of all of that is the semiconductor industry as the infrastructure for the data economy. So that's really driving our business. At the same time, you really have the end of classic Moore's Law: the 2D geometric shrinks. So the new playbook that we've been communicating and I think really if you listen to chip companies, you listen to many people throughout the ecosystem, there's pretty good alignment that the old way doesn't work, that's not going to enable the scale and the data economy for the future. So it's really about new architectures, new structures, new materials, new ways to connect chips together and new ways to shrink. So for Applied Materials, the opportunities have never been better because a lot of that's about materials innovation or innovating with integrated material solutions for new structures. So for me, every week, I'm with R&D leaders for our customers. In fact, tonight, I've got 1 of our biggest customers that I'll be with. And again, it's really through the entire ecosystem where we have those connections. So that's really what's driving our business.
Toshiya Hari
analystGreat. Thank you very much for that. Dan, on last night's call, you spoke to your expectations around 2020 WFE up 10% to 15%. I think collectively, we went into the call expecting you to sound good on memory. What was kind of surprising was the optimism around logic and foundry, some of the trailing edge of process nodes. Can you speak to your expectations around both memory and logic and foundry for the full crowd?
Daniel Durn
executiveSure. Thanks, Toshi. I think it's important when we put context around what WFE is going to do in 2020. We firmly established what the baseline upon which that growth will be built. And so we do know that WFE in 2018 was $56 billion. It's Gartner number. It's validated by a third party. It's a good number. From there, the industry was off about 10% to 12% in 2019. That gets you your baseline upon which 10% to 15% growth is built. And we think it's going to be at the high end of the range, given everything we see. Embedded in that is strong pool and foundry logic that continues throughout the year. And we really like the setup in what we see. Multiple nodes, multiple customers are in the process of going larger. And so we think that's healthy. Every quarter won't be a record. Q1 was a record. Every quarter won't be a record, but we expect continued strong, sustained pool and foundry logic throughout the year. And then we look at the early signs and stages of the memory recovery. And if that takes hold and builds momentum throughout the year, there's an opportunity, maybe our fiscal Q4, fiscal Q1, which would be the back half of the calendar year, looks even better than we currently anticipate. We'll keep an eye on it. We'll go 1 quarter at a time, but we really like the setup. And then when we take one more step back and we think about that $6 billion, $7 billion incremental transition into 2020, that's the aggregate size that the growth represents. When we look at that, probably 40% of it is incremental foundry strength. 60% of it is incremental memory strength. And in memory, you see balance across device types. So I like the fact that it's not single-threaded through one device type, foundry, logic, NAND, DRAM. It's broader-based than that and I really like that setup. Not only for the rest of this year, but particularly when we look into 2021, we really like that view as well.
Gary Dickerson
executiveToshi, one thing I'd also add, when you look at this AI/big data era and trillions of -- $10 trillion being generated as industries are transformed, you really need to drive a significant improvement in performance per watt. People talk about 1,000x improvement in performance per watt. And so one of the things we're also seeing is capital intensity is rising. We see that in terms of equipment as a percentage of revenue over the last 5 years and we think that's going to continue. But that gets back to this new playbook, yes, where I spend my time. It's really how do we enable those new structures. It's absolutely crucial. New ways to connect chips together. We had a record revenue this last year in packaging. This whole trillion connected devices, specialty devices, IoT, communication, auto, power, sensors. Again, that's a different kind of innovation. So really driving that 1,000x improvement in performance per watt, and I deeply believe the future will not look like the past and we're not going to -- for sure, when I meet with all of these leading R&D customers, we're not going to get where we need to go, doing what we've done in the past.
Toshiya Hari
analystSo it feels like collectively as a group, we spend a lot of time thinking about litho and etch and depth. But to your point, there's more than more and...
Gary Dickerson
executiveAnd when you think about performance per watt -- I was with one big tech company, the R&D leader, and we talked about one of the initiatives we have. We talked about gate leakage, 1,000x improvement in gate leakage. And the direct comment from him was the value of performance is unlimited. So when you're driving many of those types of initiatives on integrated material solutions, you can even trade-off power for performance. So if you want to increase drive current for certain applications, high-performance computing, you can do that. If you're on an edge device or a mobile device and you want to reduce leakage and power, you can also drive that. But really, there's tremendous, tremendous value in the data and building out the edge in the cloud and having those new capabilities are enormously important.
Toshiya Hari
analystGot it. I'll definitely come back to the tech inflections, but just bringing it back to...
Gary Dickerson
executiveOkay. I'm still excited about that.
Toshiya Hari
analystNo, no, that's awesome. Just bringing it back to some of the shorter-term issues. The coronavirus obviously, evolving situation, difficult to handicap. I think you guys gave a great color on the call last night, $300 million potential hit to revenue in the current quarter across all segments. Gary or Dan, I guess, operationally, what are you guys going through today? What's sort of the nature of conversations between you guys and customers? What are they working on? If you can provide some color as to what's going on in the field, that would be helpful.
Daniel Durn
executiveSo what we see -- let's talk about what we said last night and then break it down to what we see to provide context around what we said. As you point out, we said $300 million derisk to the revenue in the quarter that we've guided to, and you see that split across all 3 of our reporting segments. In rank order, you'll see the biggest hit in our semi systems business, followed by display, followed by service, and service would have been our first $1 billion quarter in the current quarter. And so that gives you a magnitude of the derisk on services. And then you can pretty much get a sense of where the other 2 businesses are relative to that. So that provides color on what we did. When we breakout coronavirus into 2 buckets and the impact, what's going on out in the field, and we talk about customers, and then you talk about supply chain, in customers, we're seeing strong pool. The customers want to ramp. They want to get the capacity in place. They want to fight through the logistical challenges and the travel challenges, and they want to keep the production going because they see strong end market demand. That side, very, very healthy. The other side is very healthy as well. We've got suppliers who understand their position to have ramp plans around getting their workforce back in their factories and back to production. We have daily and weekly calls with the entire supply base and our organization understanding inventory in the channel, understanding ramp of supply, understanding trajectories around where this goes over the next couple of months. And make sure that we have workarounds, plans in place where we see signs of constraints and work very, very closely with that supply base to make sure the strong demand we see from our customers and our customers' customers gets met by the industry. And when we net all of that out, we felt the approach we took in the current quarter was prudent, represents everything we see and is knowable today and looks recoverable. Vast majority of it recoverable in the next 2 quarters. So we feel good. Looks temporary. Looks like it's recoverable within the current fiscal year. So no change to our outlook. And we're going to continue to manage it and drive it. What we've seen in the first 2, 3 days of the workforce returning in China, it's a fluid situation. Too early to tell, but we see some good indicators of return to normalcy in certain areas. I don't want to extrapolate that. We're going to stay close to it and continue to monitor it. It's still too early to tell, but we see a couple of indicators that I'm encouraged by.
Toshiya Hari
analystOkay, great. In terms of your longer-term WFE expectations, it's a tricky thing to discuss and predict. But I think as a group, we tend to be a little too bullish at the peaks and a little too bearish at the troughs. I wanted to get your kind of updated view on through-cycle growth for WFE. It's clearly a growth market. It is cyclical. It's, again, very difficult for us to predict. But what are your thoughts on...
Gary Dickerson
executiveYes. I think if you look at the drivers for the industry over time, you had PCs where you're waiting for an operating system upgrade and then you went to mobile social media, which was much more pervasive. We're all carrying around cameras and data centers in our pockets or computers in our pockets. And then if you look at the future, the pervasiveness of technology, you're transforming all of these major industries. In the future, if you're not a tech company, you're going to lose. Again, and you look at the value in data and transforming, again, transportation, education, retail, health care, enabling better outcomes for people. There's so much of a profound impact that we can have with this type of technology. So the pervasiveness is dramatically more broad than it's ever been. And you can see that, again, over the last 5 years, you see the intensity -- capital intensity as a percentage of semiconductor revenue in a pretty tight band between 10.5% and 12%. They average around 11.5% in that time period. So again, it really has dampened out. I mean certainly, if we look at what we're seeing in 2020, we communicated that that's up last year. Dan gave the math that it's over $50 billion the previous year in 2019. 2021, we think a lot of things come together in a very, very strong year for Applied Materials. We think the semiconductor industry is still going to be very strong. Again, as you're driving these -- this big wave of AI big data, generating data -- again, I talked about IoT, communication, auto, power, sensors, that part of the market is bigger than it's ever been. And if you look at some of the fastest-growing segments, sensors for sure fits into that category. So we have a very, very big focus there. That's bigger than it's ever been in the past. You look at generating data, storing data, processing the data to unlock the value connecting data. These are just massive trends. And so when we look at WFE, and Dan could give statistics around the percent of semiconductor revenue, we think capital intensity is still going to be very strong. The value -- again, as I go meet cloud service providers or people in the ecosystem, there is enormous amount of money in transforming these industries. The value of the data is really significant for these companies. The numbers are very, very large. So enabling the power and the performance for all of those companies, whether it's on the edge or the cloud is really, really tremendous. Then, Dan, maybe you could give statistics around capital intensity and the semiconductor revenue.
Daniel Durn
executiveSure. And so as we look over time, and you can take this back over probably 4 decades, there's a fairly tight band. You'll get year-to-year volatility, WFE divided by semiconductor revenues, but when you take averaging over periods of time, 3-year moving averages, we've got a method we use in the company that's actually showing some really nice trends as we smooth out that year-to-year volatility. You see definitely a center of gravity of 10% to 12%, as Gary talked about. We're seeing an average of about 11.5% today. And so you ask yourself, where do you think semiconductor revenues are going to go in the future? You look at demand drivers for semiconductors. PCs took the industry to about $25 billion on average. Mobile social media took it to low $30s million on average. The data economy has now taken it to new normal of $50 billion. And I suspect if we're on the stage a couple of years from now, we'll be talking, "Is the new normal $60 billion?" And what you see embedded in this is the trends that are driving and shaping how people live their lives are enabled by semiconductors. And the technology of semiconductors is enabled by companies like Applied Materials. So there's no way for the semiconductor to be -- semiconductor industry to be those key enablers of these trends without growing structurally larger. Today, it's a $450 billion industry. And you don't need significantly higher growth rates than global GDP to get to a $750 billion industry and ultimately $1 trillion industry. And then if you take a look at our industry, normalized and sized to the overall semi industry, because to grow the semi industry, you need manufacturing capacity in place to do it, you can see very quickly our point of view, our industry is going to grow structurally larger as a key enabler of that technology. Last thing I'll say is mobile social media took our industry to the low $30s million. That's entirely a consumer-driven choice. What we see unfolding today, I think, makes that -- is going to make that pale in comparison from a sheer magnitude because what's driving the data economy are the largest companies exposed to the largest industries chip-enabling the physical infrastructure of this world, so that you can get better productivity and better returns on the physical assets of the world. And we're really encouraged by the fact that what this leg of growth is much larger than past legs and nonconsumer discretionary. The setup I don't think has ever looked better for our industry.
Gary Dickerson
executiveJust one more data point. So if you look at data exploding -- again, I said in the 5 years you'll see 10x more data coming from machines versus people. And if you look at how much power it takes to generate and store and process and connect all of that data, if you take -- we've done a lot of modeling that's been echoed by large tech companies. If you take what power is needed for a certain amount of data in different applications, if you just scale what we have today, between now and 2025, you're going to need to generate an additional 10% power in the world. That's -- I mean, that's a really enormous challenge. And so you can't -- you have to innovate. You can't get to where we need to go by scaling what we have today. And a lot of people talk about you need to improve performance per watt by 1,000x versus what we have today. When you think about building out this data economy, the infrastructure, again, that's where it comes back to this new playbook, where you have to innovate with new architectures, new structures, new ways to connect chips together, new materials because again the value is so enormous, but there's also big challenges that we have to overcome as an ecosystem.
Toshiya Hari
analystAnd Gary, I guess, related to that, just given the breadth of AMAT's portfolio, you've been really good at identifying key inflections in the past.
Gary Dickerson
executiveYes.
Toshiya Hari
analystAs you speak to these R&D leaders and your customers, what's next? What excites you when you think about your business over the next 3 to 5 years?
Gary Dickerson
executiveAgain, it's really about innovating. As I said in this new playbook, new architectures. Longer term, you have things like in memory computing and other architectures. But again, there's a huge focus on how to enable those new capabilities, new structures, I talked about the gate leakage where we're engineering a different structure for the transistor that you can trade-off, drive current or low power, and we're doing the same thing in interconnect. We have these integrated material solutions where you're combining different technologies in creating materials, and we have the broadest portfolio by far of materials. So creating materials, shaping materials, including selective removal, where we have a leadership position of 1 material versus many others with 1,000x difference in selectivity, modifying materials and analyzing materials, where we also have leadership. So that combination in the portfolio, we're engaged with every single customer on these new integrated material solutions to engineer new structures, implement new materials, whether it's in the leading foundry logic, where we have incredibly deep engagement with all of those different companies. We have real line of sight to what those structures will look like more than anyone because, again, we're involved in creating them and enabling those structures with these new solutions. And memory is the same thing as how the companies are going to scale those memory devices. It's all about materials innovation. And the same thing is true in the specialty nodes, I talked about IoT, sensors and all of those areas. So those are the areas we're really focused on. And again, I have great confidence that we will meet those challenges, but it's not going to be doing what the industry has been doing in the past.
Toshiya Hari
analystRight. That's great. Shifting gears a little bit. I wanted to talk about China a little bit. Based on your comments, based on our math, I think China or local China was 10%, maybe 15% of WFE last year, maybe towards the low end of that. You talked about $2 billion to $3 billion in incremental dollars from that market or from that customer base in 2020. Can you talk about the growth drivers there? And I guess more importantly, when you think about the region long term, do you see incremental WFE spend from China as being additive to global WFE? Or is that upside, downside elsewhere?
Daniel Durn
executiveSo I think the best way to come at this, let's talk about what we see in 2020, and you laid out some of the facts. And I think that's a good framing. And then let's take a step back and talk about what we see longer term in China. So what we see, you rightfully pointed it out, 10% to 15% probably towards the lower end of that range in 2019. We see $2 billion to $3 billion of incremental growth in domestic China spend. And as we break that down, 1/3 of that incremental spend is 200-millimeter, which is all trailing node foundry logic. Of the 2/3 that's 300-millimeter related. Half of that's trailing node geometry, foundry logic; half is memory. And there's balance between device types embedded in that spend. So take a point of view of where we are in that range, you're probably 1/3, 1/3, 1/3. Trailing node 200-millimeter foundry logic; 1/3, trailing node 300-millimeter foundry logic; 1/3, memory related balanced across the device types. That gives you a good framing. And when we look at that level of spend and normalize it to, say, what are memory factory costs or foundry logic factory costs, a new memory factory today is $7 billion $8 billion. Foundry logic, 100,000 wafer starts is $15 billion to $18 billion. So even though the step-up year-over-year is large on a percentage basis, it's still very small when you think about the capacity statement that sits behind it. And so taking a step back and talking about what we see, we've been talking about a slow steady ecosystem build in China for several years now. And that's what we've seen historically. That's still what we see. We actually think they're being smart and disciplined about investing in the technology road maps, building the ecosystem with modest capacity adds in support of that technology road map. And so I do think the semiconductor industry will operate as a global marketplace where there is true end market demand, and then that demand is going to be met by semiconductor manufacturers. And you will see that equilibrium over time. It will operate as a global marketplace. So there won't be repetitive and additive builds of spend. Building factories is far too expensive for that capacity deployed to be long-term inefficient. It will find its point of efficiency, but capacity adds to date are very modest as the ecosystem is being built in a slow, disciplined, managed way over time.
Toshiya Hari
analystGot it. Investors are increasingly focused on how the geopolitical landscape could impact your business, the broader semiconductor industry. Gary, as a leader of Applied, and obviously you spent a lot of time in Washington, what are some of the conversations that are going on between the industry and the government today? And does it feel like your argument is being received well?
Gary Dickerson
executiveYes. I think if we look at our China customers, certainly from that perspective, it feels like business as usual. And you're right. I mean I'm in China a fair amount in discussions at different levels of leadership there and certainly in Washington in January and December. I'm part of the U.S.-China business council. So definitely have a strong engagement there. We are actively engaged in discussions with key decision makers, and I would say those are constructive discussions with the key decision makers. Relative to -- I think, people wonder about export controls or any of those types of things. We can't speculate on any of that. What I would say is that we're continuously engaged. We monitor the situation and then we'll react appropriately to what we see. I don't know if I can say too much more than that. Dan, do you want to add anything?
Daniel Durn
executiveI think that covers all.
Toshiya Hari
analystOkay. Okay, understood. I think based on what you reported in 2019, you gained share in the WFE market.
Gary Dickerson
executiveThat's right, yes.
Toshiya Hari
analystFrom a product perspective, what were some of the key drivers? And based on the pipeline, the design wins you've seen so far, what are some of the expectations for 2020 and perhaps into 2021?
Gary Dickerson
executiveYes. I think one thing for Applied is that we have a very balanced profile. I think that's also why we see the market better. Dan talked about our view on 2019 and the size of the market. We're very balanced. If you look at our position in leading foundry logic or in the specialty market, including 200-millimeter, IoT, communication, auto, power, sensors, we have a strong position there. And also in memory, we've increased our share in memory several points over the last few years. So if you look at DRAM and NAND, it's really pretty balanced across that entire profile. And then if you go a little bit beyond that into packaging, we had record revenue in packaging. And how you connect chips together, people talk about this concept of heterogeneous integration, that's an area where we also have tremendous momentum in enabling new packaging technologies. So we -- last year, we set records in a number of different areas: the metal deposition, epi. We just announced a record in our inspection and measurement business this last quarter where we introduced a new product, optical inspection system, combined with our e-beam leadership, electron beam leadership, for inspection and measurement. So that business has a tremendous amount of momentum. And I would say that really, I feel good about our position in all of those different segments. I do think increasingly it's about this new playbook. How do you enable new structures? Applied is in a very unique position where we can combine these technologies, different technologies together. And one thing that's really, really important -- in some cases, if you look at the gate leakage example, for instance, combining those technologies together without breaking vacuum is very, very important because when you think about working at the atomic level for many of these structures, when the structures come out into atmosphere, you can damage those interfaces. They oxidize, they corrode. So if you keep the -- all of that structure inside of vacuum, then you can enable much, much better electrical performance. So I think this combination of creating, shaping, modifying, analyzing structures is more and more important as you think about what you need to do to enable the future. And then certainly, so we have this pipeline of integrated material solutions where we have traction really across the board with customers. It takes time for those new structures to be adopted by customers. Maybe from the time we start working with them, 2 to 3 years. But we definitely have momentum there that will be additive in terms of our overall growth. And then the pipeline of products we have, certainly we're focused on extending our leadership position, and we have some very enabling products targeting markets where we have very little share today, where we have very strong traction from customers. So I would say, for me personally, I'm very optimistic about 2020. I'm even more optimistic about 2021 and beyond.
Toshiya Hari
analystSo I guess there's always year-to-year volatility. But when you think about your business over the next couple of years, you're pretty confident that ...
Gary Dickerson
executiveWe're very optimistic. If you look at our business -- again, I talked a lot about semiconductor, display also, the first half of the year, and certainly in the quarter that we guided, some of our display customers are in some of the most impacted areas of China, those factories. So we decreased our display guidance. But the second half, I think Dan talked about, will be strong for display. And we think '21 also will be even stronger going forward for that business. In our service business, we also have a lot of momentum. We increased our service agreements, our subscription-type revenue last year, 15%. And that business, every agreement that we have is very sticky, so it's predictable, recurring revenue and free cash flow, but we also have more service revenue for those agreements. So we've added thousands of service agreements. And really, the subscription-type revenue now in service is larger than our transactional revenue, so that we also have a lot of momentum. In the next quarter, some of that transactional business would decrease because of the impacts from the coronavirus. The utilization of those factories are impacted over the near term. But longer term, that's also a very steady growth driver for the company. So anyway, that's the -- all of the different segments.
Toshiya Hari
analystRight. So Gary, you briefly touched on display. I want to go there for a second.
Gary Dickerson
executiveSure.
Toshiya Hari
analystGood growth in fiscal '17 and '18. Fiscal '19, obviously a challenging year. Kind of a flattish outlook for this year. I appreciate the technology and IP overlap between semis and display. But I do get a lot of questions from investors, "Why are they in display?" So do you have that internal debate within Applied? And what's sort of the -- obviously, you're in it and you're committed to it. So I know what the conclusion is, but how do you reach that conclusion?
Gary Dickerson
executiveI think Dan and I are pretty unemotional when we think about businesses. We really think about the businesses from a standpoint of driving shareholder value and optimizing shareholder value. So I don't think -- we're not married to anything. But what I would say about the display business, we've grown the display business over the last few years from $500 million. We went to a peak of around $2.5 billion. It's come back some here recently, but it is a really good adjacent market. We have a lot of core technology and competency overlap into the display business. And so that's helped us in terms of driving the growth in that area. We're optimistic in the second half of 2020. And certainly 2021, we're even more optimistic about the growth of the business. We're focused, just like we do on semi and how do we enable new structures and new technologies within that display road map. We're deeply connected into the ecosystem all the way to major users, the biggest consumers of display technologies. We meet with them on a very regular basis. So we have a pretty good idea of what the future is going to look like in terms of visual experience and how that leverages many of those different types of devices and competitive differentiation. The capital intensity is rising. If you look at some of these new technologies, especially organic LED. And if you go to foldable in the future, there are more process steps there where we can make a difference. And then we're also targeting other barriers for the industry in enabling new technologies. Some other markets that we don't participate in today, we're investing in those areas. So we're still investing in this down period, where we're delivering double-digit operating profit. But going into the second half of 2020 and into 2021, we think that business is going to pick up significant momentum. I don't know, Dan, do you want to add any?
Daniel Durn
executiveI think you're spot on, and the setup for the back half of the year looks good and into '21 looks even better. What we see this year is digestion from prior investments around TV. Mobile is in the early signs of a recovery. And as we profile into 2021, what drives the strength is, we see strength in both of those end markets. And as you think about the technology inflections, 5G is driving content-rich handsets to market. OLED is also a key enabler because you get better battery life and faster refresh times, and so it's a key technology that helps 5G handsets cut in. That looks like it's going to be hitting its stride. I think we're mid-teens, low teens per penetration this year in total handset shipments. Next year, we think that ramps to maybe 25%, and that's a great tailwind for display and OLED cutting in on the handset. On the TV side, you've seen large customers in the announcements that they're making about beginning to cut OLED in on the TV side. We don't have any of that baked into our forecast for similar levels of revenue this year as we did last year. And we see that as an at or beyond '20, '21 and '22, as that new technology and road map inflection gets cut in. We've got a great position in OLED. We're a leader in the back plane, #1 position by far. And then on the front lane -- front plane, where the OLED materials are deposited, we've got a fantastic encapsulation technology that's a leading market position in the handset, and we expect to extend that into the TV. And the capital intensity of the OLED road map is significantly more than the LCD road map. So that's the color behind the market inflections and the setup around the rest of '20 and into 2021 that gets us pretty excited about the opportunity in front of us in display.
Toshiya Hari
analystGot it. Gary, you talked a little bit about your services business, which has been a very good business for you guys and for the overall industry for that matter. Obviously, in near term, the coronavirus is having some impact on that business. But you talked about the recurring part of your business now being bigger than your transactional business. Where do you see that mix going over the next couple of years based on kind of the interactions that you're having with your customers?
Gary Dickerson
executiveI think in service, we've certainly seen a significant growth there as this complexity is increasing. And then also, as you're moving to this new playbook with new structures and new materials and especially where Applied -- these tools are more complex, if you're combining these different technologies together. I think there's a tremendous opportunity to innovate in our service business. We're very, very focused on data-enabled services. And then also, I think about eyes and brains. When you think about how you drive R&D acceleration for customers, ramp acceleration and also high-volume manufacturing, device performance, yield, cost and output, how you optimize all of that, so there's just a tremendous amount of innovation possible in the service business. We've been making -- we've had initiatives that are paying off. And if you go back to, maybe it was around, 2013, something like that, we had 0 net additions in service contracts -- service agreements, the subscription-type revenue. And so since that time period, we really had a big shift in strategy in the company. We reorganized our service business and refocused the service business. And since then, the agreements have been going up a significant amount and a much better connectivity inside the company on a product-by-product basis. So we're optimizing the -- again, the device performance, yield, cost and output and speed, time to market for customers, time to zero in on the parametric electrical windows for those devices, which are becoming smaller and smaller, how do you get there fast? That's tremendously valuable. How do I make sure every chamber is exactly the same in producing the exact same result? That's hard and that's complex. How do I ramp in high-volume manufacturing very, very quickly? Dan talks about how much these factories cost. There's tremendous leverage there. So -- and I really -- I'm personally involved. This is an area I'm focused on myself, within the company. I think there's tremendous opportunities for new ways for us to deliver value for customers. So I think the engagements we have with customers, you'll see expand beyond what we're doing today. I don't want to talk too much about exactly what we're doing. But you'll see the engagements we have with customers expand because there's so much value in optimization in a world that -- where complexity is rising. So I don't know, Dan, if you want to add anything?
Daniel Durn
executiveYes. So monetization of that installed base. When we take a look at our semiconductor business and we include all elements that's recurring in nature from monetization of the installed base, it's 38% of our overall semiconductor revenue is from the installed base. We've got the industry's largest installed base. Even in correction years like we've seen in memory, that installed base grows. And Gary is right, the team has the right strategy, and he's driving execution to better monetize what is already out in the field and better monetize what we ship each and every year as that installed base grows. So it's a great asset of the company, stable source of revenue, stable source of cash flow and margin and you see that playing out in the downturn we've just been through. The company generated over $3 billion, $3.2 billion in operating cash flow in a pretty severe memory correction. It's a great business for us and provide some [ downside ] resiliency that serves us really well.
Toshiya Hari
analystGreat. We have about 4 minutes left. So I just wanted to pause to see if there are any questions. You can wait for the mic, please. Right there.
Unknown Analyst
analystI'm going to show my age here a little bit. But 20 years ago, the company crossed $10 billion in revenue. And the management at the time built an infrastructure to support a $20 billion company. That was 20 years ago. If you just do the math, we're a few years away from actually arriving and surpassing that $20 billion revenue number.
Gary Dickerson
executiveVery soon.
Unknown Analyst
analystBut for 2 decades, you've been operating in sort of this captive expense cost base. And if you just do the math on what you guys are talking about today, we're looking at sort of a $35 billion company by 3030 (sic) [ 2030. ] You're dealing -- you're going to be dealing with $9 billion of quarterly -- $8.79 billion of quarterly revenue. It would suggest that the company has to scale. We've been talking a lot about chip scaling. But in terms of scaling the organization, it would seem like -- would the employee base have to more than double? Is the margin structure -- I would assume it's -- given the fact that we're now going to have an elevation in sort of the size of the company, are we talking about a different kind of margin structure? Or how -- what should we think about in terms of long-term earnings power of the business, if we sort of relieve you from the task of predicting what revenue is going to do next quarter? Or how -- or what the next -- because presumably, we're going to have maybe 2 or 3 cycles in between now and then. So we're talking about just the -- how the business is going to change over the next decade.
Gary Dickerson
executiveDan, you can take this. And by the way, Kokusai, we're on track, as we talked about. So the $20 billion could come sooner maybe than you think. And I think [ $30 billion ] could come sooner than you think. But go ahead, Dan, if you can answer that question.
Daniel Durn
executiveSo if we look at the track record since Gary has taken over the company, I think Gary gets credit for being a disciplined operator, but most importantly seeing the inflections before others positioning the company to grow into those inflections and positioned us to succeed in a world where the road map for semiconductors and the power and performance road map is going to be different than it's ever been. So I wouldn't trade positions that we have with anybody else in this industry, given where we see the industry going. What you see is a tight lid, and trust me, it's a tight lid on discretionary spend in the company, and we're at an all-time record. Over 69% of our OpEx is targeted at the things that are going to fuel the future growth of this company. And it's incumbent upon leaders inside of the company to figure out within a tight spend envelope on nondiscretionary things, how we scale that infrastructure of the company. Gary talked about data-enabled services using sensors and data to dial in process windows faster, getting the parametric data dialed in faster so customers can ramp. We're using data inside of the company to more seamlessly flow information so that the infrastructure can respond as the company goes structurally larger. I'm not saying -- and if you look at our G&A spend since Gary has taken over, within a couple of million dollars, it's basically flat over a 6-year period where the size of the company has more than doubled in size. And so we're finding ways to grow and scale the company so that the fuel we have is targeted at the things that are going to grow the company. Probably it won't be flat in perpetuity, but we're looking for ways to provide a foundation and scale so that we don't miss opportunity for what makes us special as a company in capturing that market opportunity. So we're innovative in how we run the company. We're going to be even more innovative going forward and rely more on data. And the investments we make in the infrastructure of the company are increasingly going to be focused on solving business problems as our technologists and innovators are solving industry technical problems. And I think the combination of those 2, be disciplined, innovative data-enabled in our infrastructure and focus all of our incremental spend or as much of our incremental spend on the things that fuel growth, I think, is the right formula. And then over time, we'll add capabilities to complement the innovation we're bringing to market, incremental lab space, office space, as our R&D engineers grow. And it's what all companies go through as you go through rapid expansion cycles.
Gary Dickerson
executiveBut I have very high confidence in our ability to scale. And again, we're also looking at fundamental processes. We've driven a great foundation in the infrastructure across the company. But we're also reengineering how we work in some areas. I don't want to get into specific details because I think they're different than what some others are doing. But I think there's an opportunity to drive significant productivity improvements in different parts of the company.
Toshiya Hari
analystOkay, great. I'd like -- I'd love to go on, but unfortunately we're out of time. So we've got to wrap up. Thank you, Gary and Dan.
Gary Dickerson
executiveSo one more thing I would say.
Toshiya Hari
analystPlease, please.
Gary Dickerson
executiveYes. I think our role as leaders is to leave the world in a better place. So if you think about the data economy and technology transforming major industries, and this -- the power consumption of data, the need to drive 1,000x improvement in performance per watt, for me that is one of the most meaningful things that Applied can do because we can enable those new architectures, new structures, new materials, new ways to connect chips together. So that's one of the things that really drives me and our team, is how do we leave the world in a better place. So thank you.
Toshiya Hari
analystGreat. Thank you very much.
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