Thank you, and welcome everyone to FormFactor's first quarter 2022 earnings conference call. On today's call are Chief Executive Officer Mike Slessor and Chief Financial Officer Shai Shahar. Before we begin, Stan Finkelstein, the company's Vice President of Investor Relations, will remind you of some important information.
Thank you. Today, the company will be discussing GAAP P&L results and some important non-GAAP results intended to supplement your understanding of the company's financials. Reconciliations of GAAP to non-GAAP measures and other financial information are available in the press release issued today by the company and on the investor relations section of our website. Today's discussion contains forward-looking statements within the meaning of the federal securities laws. Examples of such forward-looking statements include those with respect to the projections of financial and business performance, future macroeconomic and geopolitical conditions, the benefits of acquisitions and investments in capacity and in new technologies, the impacts of the COVID-19 pandemic, anticipated industry trends, the disruptions in our supply chain, the impacts of regulatory changes, the anticipated demand for products, our ability to develop, produce, and sell products, and the assumptions upon which such statements are based.
These statements are subject to known and unknown risks and uncertainties that could cause actual results to differ materially from those expressed during this call. Information on risk factors and uncertainties is contained in our most recent filing on Form 10-K with the SEC for its fiscal year ended 2021, and in our other SEC filings, which are available on the SEC's website at www.sec.gov, and in our press release issued today. Forward-looking statements are made as of today, April 27, 2022, and we assume no obligation to update them. With that, we will now turn the call over to FormFactor's CEO, Mike Slessor. Mike?
Thanks, Dan, and thanks everyone for joining us today. FormFactor again posted strong results in the first quarter, delivering the second-highest quarterly revenue in company history, exceeding the non-GAAP gross and operating margin levels of our target financial model and producing the highest quarterly free cash flow in company history. This momentum continues in the second quarter as we manage through a variety of challenges to utilize our added capacity in meeting growing customer demand for our products. Like many manufacturing companies, we continue to face supply chain and labor headwinds, both in terms of availability and cost. We expect these issues to continue at least through the middle part of 2022, and our team remains focused on tactically resolving component and labor constraints as they emerge, while taking steps to moderate the impact of inflation in both manufacturing and operating expenses.
Our long-term investments in automation and vertical integration have helped us partially mitigate the effect of these headwinds and have contributed to our strong results for the past several quarters. Before we move to market level details, I'd like to share some exciting news on the customer front. FormFactor was recently recognized by Intel as a 2022 distinguished supplier in their EPIC Award program for our dedication to excellence, partnership, inclusion, and continuous quality improvement. Only 26 of Intel's thousands of suppliers worldwide earned this award this year, and we're extremely proud that Intel recognized FormFactor's recent performance and commitment to supplier excellence with its second highest honor. Turning now to segment and market level details. In foundry and logic probe cards, our largest business, demand sustained at an overall level comparable to the strong fourth quarter, with the expected decline in RF offset by stronger foundry demand.
Both the top foundry and the largest logic IDM were 10% customers in the quarter. Key drivers for the foundry business were seven and five nanometer designs in high-performance compute, along with mobile and RF, and we expect a similar demand profile in the second quarter. IDM microprocessor demand continues to be a diverse mix of client PC and server designs, primarily on the 10-nanometer node. Foundry and logic customers are investing in both leading-edge capacity, as evident from record levels of wafer fab equipment spending and early-stage innovative advanced packaging architectures like EMIB, Foveros, and 3DFabric. These chiplet or tile-based integration schemes drive both higher test intensity, which expands the number of probe cards required per wafer route, and test complexity, which raises the performance requirements for the probe card.
Advanced probe card architectures like FormFactor's MEMS technology are essential to meet these challenging technical requirements at compelling cost of ownership with the short delivery lead times needed to support our customers' rapid and dynamic production ramps. To maintain our competitive advantage, we are investing heavily in R&D. We're collaborating with our key foundry and logic and memory customers to meet these challenging technical and commercial requirements with our proprietary 2D and 3D MEMS technologies. At the same time, we're investing to ensure we have sufficiently vertically integrated MEMS production capacity to meet the growing demand for our innovative and differentiated MEMS probe card technologies. Turning now to DRAM. As expected, first quarter demand for DRAM probe cards reduced from the near record levels we delivered throughout much of 2021, and we expect second quarter DRAM probe card demand to be comparable to the first quarter.
New design activity from each of the major DRAM manufacturers remains healthy, with a mix of new DDR4 and DDR5 designs in both mobile and PC server applications. As we often note, probe cards are a consumable specific to each new chip design, and so we benefit both from node transitions and from the release of new designs on existing nodes. The current DRAM activity is a diverse mix of designs across multiple technology nodes and memory architectures from each of the leading DRAM manufacturers. Our systems business also delivered strong results in the first quarter, with revenue near $40 million, a level that we expect to achieve again in the second quarter.
Paired with its solid financial contribution and revenue diversification, the systems business provides significant strategic value, enabling us to engage with key customers in early characterization and yield improvement of novel new devices as part of our lab to fab strategy. These engagements range from 300 mm wafer probers for mainstream two nm CMOS development, to optical metrology and inspection tools for yield improvements in advanced packaging and chiplet applications, to wafer and chip scale cryogenic probers for development of tomorrow's quantum processors. We continue to expand the served markets for our systems products, as evidenced by our first quarter introduction of the TESLA300 high power wafer probing system for automotive, renewable energy, and industrial applications.
Let me close by noting that our first quarter results and second quarter outlook demonstrate another step towards our target financial model that delivers $2 of non-GAAP earnings per share on $850 million of revenue. There continue to be challenges to overcome for both FormFactor and the industry as a whole, including supply chain constraints and inflationary cost pressures. Our recent results and outlook have demonstrated the resilience and agility of our team and operational model. Together with our leadership positions and our attractive served markets, this resilience and agility will drive continued growth and share gains as FormFactor progresses towards our target model and beyond. Shai, over to you.
Thank you, Mike, and good afternoon. As you saw in our press release, and as Mike mentioned, FormFactor posted strong first quarter results. Revenues were at the high end of our outlook range and non-GAAP gross margin and EPS exceeded the high end of our outlook range. We also achieved record GAAP and non-GAAP operating income, record non-GAAP net income, and record free cash flow in the quarter. First quarter revenues were $197 million, a 4% sequential decrease from our Q4 2021 record quarterly revenue, and an increase of 6% year-over-year. Probe card segment revenues were $160 million in the first quarter, a decrease of $6 million or 4% from Q4 2021. The decrease was driven by lower DRAM revenue.
System segment revenues were $37 million in Q1, a decrease of $2 million or 5% from the fourth quarter. Within the probe card segment, Q1 foundry and logic revenues were flat with Q4 at $114 million, comprising 58% of total company revenues, slightly higher than the 56% in the fourth quarter. DRAM revenues were $35 million in Q1, $6 million or 14% lower than in the fourth quarter, and were 17% of total company quarterly revenues as compared to 20% of revenue in the fourth quarter. Flash revenues of $11.4 million in Q1 were essentially flat with the fourth quarter and were 6% of total revenues in Q1, same as in Q4.
GAAP gross margin for the first quarter was 47.8% of revenues as compared to 43.7% in Q4. Cost of revenues included $2.4 million of GAAP to non-GAAP reconciling items, which we outlined in our press release issued today and in the reconciliation table available in the investor relations section of our website. On a non-GAAP basis, gross margin for the first quarter was 49%, 200 basis points above the high end of our outlook range, and 470 basis points higher than the 44.3% non-GAAP gross margin in Q4. With higher gross margins in both our segments, more significantly so in the probe card segment.
The increase as compared to our outlook is mainly due to revenue at the high end of the range, a more favorable product mix, lower manufacturing costs, and higher utilization. Our probe card segment gross margin was 48.3% in the first quarter, an increase of 420 basis points compared to 44.1% in Q4. The increase is mainly due to the factors I just mentioned. Our Q1 system segment gross margin was 52.2%, 670 basis points higher than the 45.5% gross margin in the fourth quarter. This increase is due to a more favorable mix and lower expenses, primarily warranty, freight, and inventory reserves. We've said previously, we expect our system segment gross margin to range between the high 40s to low 50s.
We are encouraged by achieving a gross margin above our target model in the first quarter. However, we continue to expect that margins will fluctuate from quarter to quarter. Our GAAP operating expenses were $60 million for the first quarter, $2 million higher than in the fourth quarter. Non-GAAP operating expenses for the first quarter were $51.9 million or 26.3% of revenues, as compared with $49.7 million or 24.2% of revenues in Q4. The $2.2 million increase relates mainly to the annual benefits and tax reset, higher head count, and higher travel expenses.
Company non-cash expenses for the first quarter included $7.5 million for stock-based compensation and $2.4 million for the amortization of acquisition-related intangibles, both of which are at similar levels to the fourth quarter, and depreciation of $7 million, $0.5 million higher than in the fourth quarter as a result of our capacity expansions. GAAP operating income for Q1 was a record $34.2 million, as compared with $31.8 million in Q4. Non-GAAP operating income for the first quarter was $44.8 million, breaking the record set last quarter by $3.5 million. GAAP net income for the first quarter was $30 million, or $0.38 per fully diluted share, compared to $26 million or $0.33 per fully diluted share in Q4.
The non-GAAP effective tax rate for the first quarter was 13.8%, 290 basis points lower than the 16.7% in Q4 and below our estimated non-GAAP annual effective tax rate of 15%-20%. During the first quarter, the required capitalization of R&D expenses changed, resulting in a higher foreign-derived intangible income benefits, also known as FDII, and thus a lower effective tax rate. We expect to be on the lower end of this 15%-20% range for the remainder of the year. As a reminder, our annual cash tax rate is expected to remain around mid to high single digits of non-GAAP pre-tax income until we fully utilize our remaining U.S.-based R&D credits.
First quarter non-GAAP net income was a record $38.7 million or $0.49 per fully diluted share, compared to $34.7 million or $0.44 per fully diluted share in Q4. In summary, EPS came in higher than our outlook range due to revenue being at the high end of the range, higher gross margin and lower effective tax rate, partially offset by higher operating expenses due to higher performance-based compensation. Moving to the balance sheet and cash flows. We generated a record $29 million of free cash flow in the first quarter, compared to $24 million in Q4, bringing total cash and investments to $300 million at the end of the quarter. The $5 million sequential increase in free cash flow reflects the increase in profitability, as capital expenditures were at a similar level to the previous quarter.
As of the end of the first quarter, we had two term loans remaining on our balance sheet, totaling $22 million. We invested $15.6 million in capital expenditures during the first quarter, compared to $15.1 million in Q4. As mentioned in our previous earnings call, in 2022, we expect to continue to invest in increasing capacity to meet customer demand, with full-year CapEx planned to be between $60 million and $80 million. As a reminder, we expect CapEx to return to the 3.5%-4% of revenues in our target financial model after we conclude these capacity expansions. Regarding stock buyback, during the first quarter, we purchased 241,000 shares under our existing $50 million two-year repurchase plan.
This brings our repurchases through the end of Q1 to 863,000 shares. At quarter end, $16.6 million remained available for future repurchases. Turning to the second quarter non-GAAP outlook. As Mike mentioned, we expect the strong momentum to continue in the second quarter, with sequential increase mainly in foundry and logic. These factors result in a Q2 revenue outlook of $203 million ±$6 million. Non-GAAP gross margin for the second quarter is expected to be 47% ±150 basis points on a similar product mix to Q1, offset by higher manufacturing costs. At the midpoint of these outlook ranges, we expect Q2 operating expenses to be higher than Q1 by approximately $2 million-$3 million, mainly due to additional hiring and annual salary increases.
Accordingly, non-GAAP earnings per fully diluted share for Q2 is expected to be $0.43 ± $0.04. A reconciliation of our GAAP to non-GAAP Q2 outlook is available on the investor relations section of our website and in our press release issued today. With that, let's open the call for questions. Operator?
Certainly. Ladies and gentlemen, if you have a question at this time, please press star and then one on your touchtone telephone. If your question has been answered and you'd like to remove yourself from the queue, please press the pound key. Our first question comes from the line of Krish Sankar from Cowen and Company. Your question please.
Yeah. Hi. Thanks for taking my question. I had a couple of them, and congrats on the really strong results, Mike and Shai. You mentioned that one of the reasons for the gross margin in June to be down relative to March is because of the higher manufacturing costs. I'm just kinda curious, given the fact that, you know, DRAM is less of the mix in June relative to March, the manufacturing cost is that a one-time headwind, or how should we think about margins going forward given the fact that you have really good margins in March? It looks like really good margins in June too, but I would've thought it'd be much better given DRAM mix is lower. Yeah. Thanks, Chris, for the question.
I wanna talk about two components when I talk about Q2 margin being lower than Q1. As we said in the past, it's important to know that even with the changes in revenues in the specific or all the markets we serve, there can be changes in the product mix within these markets, right? Even though we say DRAM is gonna be kind of comparable, but as Foundry and Logic is gonna go up, it doesn't necessarily mean that product mix will be better. We expect a similar product mix when it comes to the impact on the gross margin in Q2. That's one point. The other one, I mentioned in the call as well, is that we expect higher manufacturing expenses in Q2. As many of our peers, we see increases in raw material prices.
We're seeing higher labor costs. There is also the impact of our capacity expansion coming online, and also there is an impact of some timing of our production flow, which is expected to result in a lower absorption and higher manufacturing expenses in Q2. Now, Q2 midpoint of our outlook range is 47% plus or minus 150 basis points, which is our target model. We are very encouraged by that.
Got it. Very helpful, Shai. A follow-up. You know, you guys did about $34.5 million or $35 million in DRAM revenue. Is there a way to think about the split between DDR4 and DDR5 and, the DRAM weakness relative to maybe six months ago, is that all driven by DDR5 push-out?
Chris, it's Mike. I'll take that. I think it's continued over the past six months to be a pretty even mix of DDR4 and DDR5. I think when we think about our quarterly DRAM revenues, although through much of 2021, we were operating up around $40 million a quarter, we have talked about a more realistic median level being somewhere around the mid-thirties, which is right where we expect it to be in the second quarter. I don't know that I can point to DDR5 pushouts per se. We've got a broad mix of DDR4 and DDR5 designs running through the factory with all the major DRAM manufacturers. In any quarter, we expect those to ebb and flow a little bit.
If I could just squeeze in one along this path, Mike. Is there any margin differential between DDR4 and DDR5 probe cards?
Not systematically. I mean, as Shai said, we do see gross margin differences from different designs. Different DRAM designs, regardless of whether they're DDR4 or DDR5, can bear significantly different gross margins based on things like whether it's a single touchdown probe card, whether that probe card tests the whole way for a once or two touchdown probe card requiring two touches. The one touchdown card, higher value, higher complexity probe card, and our customers compensate us accordingly for that. That drives a margin uplift. Much less to do with the actual technology nodes or memory architectures and much more to do with the details of the configuration. That's true in DRAM. It's true in Foundry and Logic as well.
Got it. Thank you, Mike. Thanks, Shai.
Thanks, Chris.
Thank you. Our next question comes from the line of Brian Chin from Stifel. Your question, please.
Hi there. Good afternoon, and thanks for letting us ask a few questions, and congratulations again on the execution in the quarter. Maybe I definitely have to start with the gross margins here again. You know, on the surface, there doesn't seem to be any wild swings in mix, but the one new variable that certainly was at your disposal in the quarter was incremental output from Livermore. When thinking kind of about sustainability of margins more at these higher levels, right? Maybe not, you know, quarter out, quarter in, quarter out above the target model, but, you know, closer to the 47% level, which is definitely higher than we've been modeling.
Is it fair to say that there were some kinds of drags on your gross margin line as you were really constrained over the past, you know, few years even, I think at this point, and that new capacity really unlocks something that allows you to maybe put a bigger floor under your gross margins?
Well, I would say gross margin has always been an area of focus for us. Right? We always invest at all levels of the company on making improvements to gross margins. Our operational teams is doing an excellent job on being more efficient, on having more efficient design, on securing supply, you know, at the right prices. That it's been such an important strategic action for the company. This is something that I'm very happy to see, you know, good results there. These excellent results in Q1 really validate, you know, our ability to achieve our target financial model gross margin of 47% at, you know, revenue rate on $50 million a year.
Okay.
Maybe one more point about that. You know, we are, like, approaching our target model. If you look at Q2 revenue outlook range, we are within 5% of this target model, and the growth really came from mostly in Foundry and Logic, as expected, as we said it's gonna happen. Gross margin is where we expected it to be. It will continue to fluctuate, as we said before, but it validates our ability to achieve it.
Okay. Got it. Yeah. 49% is still big, I think a pretty big number, but fair enough. I guess, you know, thinking about the CapEx plan for this year and also thinking about just the constraints across the board in terms of getting equipment, that people certainly know about, are you doing some other safeguarding provisions to make sure you have the capacity in place to maybe flex up, you know, if need be at towards the end of this year? You know, maybe it's next year. Also that, you know, $60-80 million CapEx, is there a way to sort of translate that into annual incremental revenue output?
I think-
If you think about.
Go on.
Go ahead, Mike.
It's difficult to translate the CapEx number into a revenue number. As you know, since you've been following us for a while, you know, this has been a multi-year capacity expansion plan that started off with some large fixed assets like buildings transitioning into now this year being more tools, but still some infrastructure and underlying platform footprint to allow us to continue to increase capacity. You know, it's a challenging situation for, I think, everybody in the industry to add enough capacity. We've heard big customers talk about them being growth constrained, not by demand, but by their ability to get tools. I think that's the case for almost everybody in the industry.
Safeguards are difficult to put in place, but we are trying to increase capacity as fast as we can, both from an equipment perspective and from a people perspective, which obviously in this labor market has turned out to be an equal challenge to the equipment suppliers.
Got it. Maybe just sneak in one last one, Mike. I feel like there's increasing confidence in various sort of foundry logic customers, three-nanometer roadmap and output in next year, IBM in terms of seven-nanometer output. I feel like this will coincide with the substantial increase in attach rate in terms of advanced packaging, architected designs. Is your confidence level increasing sort of commensurate with those things? I guess I'll stop it there.
Yeah, I think it's a great point that these advanced foundry and logic nodes, whether they be three nanometer or the seven nanometer node at one of our other customers, really there's a strong coupling or attach rate, as you put it, now to these advanced packaging technologies. Things like die stacking, chiplets, different tile-based strategies that we've talked about for a while really drive up both test intensity, so the number of probe cards required per wafer out, and test complexity. It drives up test intensity because very simply, if you're gonna put 4 tiles together into a chip, you need to have relatively high confidence that each of those tiles is good. Otherwise, you can have a situation where one tile can kill the other three, which economically is obviously a very bad scenario.
Test complexity also going up, you know, again, associated with making sure each of these tiles or chiplets is good. I think, you know, as we get closer to 2023 and the ramps associated with these next nodes, with the increased attach rate of these advanced packaging technologies, we do think there's some potential tailwinds there for the overall probe card intensity and the opportunity in front of us as we lead in the foundry and logic market.
Okay, great. Thanks a lot.
Thanks, Brian.
Thank you. Our next question comes from the line of Charles Shi from Needham & Company. Your question please.
Hi, good afternoon, Mike and Shai. Thank you for letting me ask a couple questions. Number one, I wanna get your thoughts on your CapEx plan. Your closest competitor during the quarter went public, and we got a chance to really dive into their financials. One thing that jumped out to me is that it seems like you were outspent by your competitor in CapEx over the past 3 years. But the concern I heard is you might have lost some upside opportunities because you might be more capacity constrained than your competitor. I do understand that overcapacity was quite a big issue in early 2010s around the time you I mean, right before you became the CEO of FormFactor.
Maybe that influenced a little bit your decision in terms of capacity expansion. Can you give us some thoughts on capacity expansion, CapEx strategy here, and especially, I believe, that the probe card demand is likely gonna accelerate from here for manufacturers, Brian Chin just mentioned, advanced packaging, et cetera. Thank you.
Yeah. I think it's a fair observation that, you know, if I look back to maybe 2019 and 2020, we were too conservative in our capacity expansion plans. Some of that is definitely a hangover from, you know, the 2010, 2011 timeframe. We also tend to be a fairly conservative executive team, and so that held us back some. As you can see from the capital spending in the past couple of years, we've gotten a lot more aggressive to allow us to address the opportunities that Brian talked about that you just referenced. I mean, if you look at the amount of WFE being spent by our customers on leading edge capacity, that WFE, although it takes a few quarters to get installed and qualified
Almost certainly is going to result in new designs, more wafers that require more probe cards. Our confidence level with utilizing these big capital investments and big capacity expansions continues to increase. We think these are good investments for the company to make to continue to grow our business, to capture the market share that we need at the high end of the foundry and logic and DRAM business and continue to grow the company. You know, I think it is a fair assumption that, you know, we were caught a little bit flat-footed from a capacity expansion perspective in the 2019-2020 time frame.
Got it. Maybe my second question. I wanna ask something more near term. The COVID lockdowns in China, I believe beginning end of March, now is still extending into good part of April. We don't know when that's gonna end. Seems to have been weighing. I mean, not exactly your peer, but the semi cap equipment companies are on two sides. One that really is on the supply chain side, but then the other is really the delivery side. So that they probably have seen a little bit impact reflected in some of their financials. I wonder, obviously Q1, you did manage your supply very well, but going to Q2, what's your thought there? Is your guidance kind of embedded some of the risk there?
For one thing, you do have something like a high teens, some in some quarters in the past, more than 20% of revenue coming from China. Understand that the domestic Chinese are like a single-digit part of that. A lot of that is really shipping to the Intel facility in China. Want to give us some thoughts on any of that risk factors are embedded in your guidance and how do you think about this? Thank you.
Yeah. I would say there is a variety of supply chain headwinds we're dealing with, right? Just like everybody else, as you mentioned, including the lockdown in China. Obviously it is a very dynamic situation. It continues to present new challenges, especially every week or every day sometimes. I think our team is doing a great job dealing with it. It's a concern for the overall industry. It is for us as well. So far, I think it's too early to estimate the longer-term impact on us. You know, as you mentioned, most of our sales to China are to multinational companies, not to local China. They have been dealing with it pretty well by moving things around.
Specifically, I think it's too early for us to say what's the estimate for the long term, longer term impact.
Thank you.
Thank you. Our next question comes from the line of Craig Ellis from B. Riley Securities. Your question, please.
Yeah, thanks so much for taking the question and congratulations on the very strong execution, guys. Shai, I wanted to start with a gross margin clarification. It's got two parts to it. You said in your prepared remarks that there were four factors that led to upside gross margin, revenues at the high end mix, lower manufacturing costs and utilization. What was the relative contribution of those four things to the upside about even or disproportionate to some versus others? Then on the manufacturing cost point, it was lower as a benefit in the first quarter, but it's a headwind in the second quarter. What is it about what's happening with manufacturing costs quarter to quarter that gives it that inverse dynamic?
Thank you. Thank you for the question. On the first one, I would say the majority of the upside, about three-quarters of it, maybe even close to 80% of the upside came from a more favorable mix. As you know, we are a current business with lead times that can be as short as, you know, sometimes 4-6 weeks. In the time, at least in the probe card business. In the time between our previous earnings call and quarter close, revenue came in at the high end of the output range, and it also came in with a more favorable mix, which amplified the positive effect on the gross margin line. That's the majority of it, about three-quarters of it. And the others were just contributed each one of them a little bit for the balance.
When it comes to manufacturing expenses as we move to Q2, as I said, the mix impact on the gross margin in Q2 is expected to be similar to Q1. Most of the decrease in Q2 gross margin is expected to come from the manufacturing expenses that are expected to be higher. We're talking about higher raw material prices that we and our peers see. We see higher labor costs as well. Our capacity expansion is online, but that has a small impact as well. There is an element of the timing of the production flow, which is expected to result in Q2 in lower absorption and higher manufacturing expenses.
If you look at our balance sheet, you see that we built some inventory in Q1 to support you know the increase in the demand. That has an impact on the timing of expenses as well.
Got it. Just to put a bow on it with the mix issue in the first quarter, was that primarily in the foundry logic segment, or was that mix also something that benefited the DRAM segment, given that, you know, there wasn't a lot of change on a segment to segment basis, so this is all intra segment mix shift that's happening?
Well, it's almost across the board, right? Not every design and every customer came in at a higher margin, but more than one market. I mean, even if you look at our systems business unit also came in higher than Q4 and higher than what we built into the outlook when we produced it in the previous earnings call.
Got it. The next question is really for Mike, and it's a question that goes back to the point that you made that others have inquired about, which is probe card intensity and the dynamics that are at play as the top three OEMs move more towards heterogeneous die or tile-based product, as you say, Mike. The question is this: when we look at those three entities, one is pretty far along with advanced packaging. They've been at it for a number of years, and it's been a growing part of their capital spending budget, and I think they're increasingly known for it. There's two others that are just getting started down that path.
What I was hoping you could do is help us with a sense for how much benefit you think the business is getting today from the shift towards advanced packaging. If we look out to the end of this year and then maybe to the end of 2023, what would be a reasonable expectation for the contribution from that shift to advanced packaging from those big three manufacturers? Thank you.
Yeah. It's an interesting question because clearly different pieces of silicon that are gonna end up in these advanced packages does drive up test intensity. Now, it's important to remember that the whole industry is not gonna move all of its wafer starts over to advanced packaging, so there is sort of a diffusion or an adoption effect that needs to be modeled here. You know, and as we do that, we're still in very early innings. If you think about where advanced packaging is impacting our business now, you know, it's a set of high-end processors. It's HBM stacked VRAMs and things like that. If you look at the relative number of wafer starts and probe card demands of that, it's not a very large fraction of the overall industry.
As you look at these customer roadmaps as they go through, mainly into 2023, there's some significant adoption at significant volume of these advanced packaging technologies. You know, that diffusion rate or attach rate of advanced packaging to wafer starts, it's still gonna take many years for this to become the majority of high-end foundry and logic, but we're, you know, we're very encouraged that major designs from our major customers have all been slated for advanced packaging on these leading-edge foundry and logic nodes in 2023. We do expect it to build from the, you know, the very small contribution we're having right now.
Got it. If I could just squeeze in one more. Mike, just qualitatively, as you've got the new Livermore facility ramping up, and after a period of being very, very tight there and really doing some creative things to keep production going at levels that you wanted, can you give us some of your impressions with how the early ramp-up is going, and what are some milestones we should look for as we look through 2022 and your ability to ramp up that capacity?
Yeah. Well, it's not done, right? If you look at our projected CapEx for 2022, it continues at essentially the same high levels we had in 2021, the efforts-
Right.
We began in 2020. It's an ongoing story, where, you know, if I were to point to milestones, certainly the first one, and I don't know that we'll get there in 2022, but, you know, a quarterly run rate at the model level, right? As Shai noted, we're within a few percent of it, so getting very close. Clearly the additional capacity is contributing to that. Maybe that's one milestone to look to.
The others are, you know, as you look at our current footprint and our ability to continue to deploy capital and add capacity inside that footprint, you know, as you look at our quarterly CapEx, you know, seeing that continue at high levels, probably a good indicator that we're continuing to add capacity to give us legs beyond the footprint we have now.
Got it. Thanks, guys.
Thank you. Ladies and gentlemen, we'd like to ask you to leave. Please limit yourselves to two questions. You may get back in the queue as time allows. Our next question comes from the line of David Duley from Steelhead Securities. Your question, please.
Yeah. My first question is, and I hate to be the guy that asks this, but, I'm wondering if you're seeing any sort of slowdown in any segments of your business or any inventory build at your customer levels, and what your customers are saying about the second half of the year. 'Cause, you know, clearly investors are spooked about both the equipment space and, you know, the probe card space, given what the stocks have done recently. I'm just wondering if you've seen any change in tone from your customers.
Really no change in tone sort of systematically across the customer base. If you look at our large markets, our large served markets and places where we have significant share, everybody's got constraints that's limiting growth, whether it's getting enough wafer fab equipment in, you know, for us, some simple things like different subcomponents are constraining growth. I don't see anything that would indicate, you know, a cyclical downturn in the second half. You know, having said that, there's different quarter-to-quarter puts and takes in our business, and there always has been. We talked about RF going down sequentially after a very strong 2021. Some of this is, you know, our RF probe card business primarily serves the components that go into 5G handsets right now.
Things like BAW and SAW filters, antenna and package parts, some of the really interesting things associated with millimeter wave communication. That's taken a bit of a pause, but I wouldn't call that a secular downturn. It's probably digestion that occurs for a quarter or two. Fundamentally, that's why we're trying to run a broadly diversified model, because there's always gonna be puts and takes with individual customers and individual markets in any quarter. Certainly we see no indications of a broad systematic slowdown in our customer base.
Just as a follow-on to this particular point you just made, are your customers holding more inventory of either probe cards or of IC components?
They certainly don't seem to be. You know, again, one of the nuances of the probe card business is the probe cards are specific to individual customer chip designs. They tend to be not a very useful thing to try and hold inventory on, because as our customers' production mix changes, that results in a very high overhead expense to build that optionality. Part of the reason why we run on such short lead times is because our customers' production mix changes, we need to be ready to adapt to go support them and capture that upside. You know, probe cards, again, really not a great item to have on the inventory shelf from a financial perspective.
Okay. My second question is, as far as, you know, when one of your large customers, let's say, goes from 5 nanometers to 3 nanometers, I think we heard on another back-end equipment company's conference call this morning that, you know, the number of transistors when that happens will probably go up by 30% or 40%, and that leads to obviously an increase in test intensity. I was wondering if you might be able to quantify what or guess at if you do see a 30%-40% increase in transistors, how much more probe card or test intensive it might be.
Yeah. Certainly directionally it goes up. I think, you know, the ATE people see this pretty significantly, right? The ATE installed base has to go up to deal with the increased test times associated with this. But it's not linear, right? A 20% increase in transistor count per die doesn't result in a 20% test time increase, because customers are good at various elements of design for test, BIST, understanding where they can drive down their samplings and things like that. But directionally, there's definitely an uplift, and I think you've seen that in the probe card market over time. As transistor counts have gone up on leading edge parts, you've seen the intensity of probe card spend and ATE spend in the foundry and logic market go up as well.
Thank you.
Thanks, Stan.
Thank you. Our next question comes from the line of Tyler Burmeister from Craig-Hallum. Your question, please.
Thanks, guys. This is Tyler on behalf of Christian Schwab. Thanks for letting us ask the question. You know, a lot of my question's been answered. I wanted to go back to, you know, kind of supply chain headwinds and that you commented about, you know, but at the same time put up a very strong 49% gross margins and, you know, guided Q2 to a very strong level as well. I think you also said, you know, you'd expect these to begin improving the second half, where we've heard from a lot of your peers and other companies in the industry that, you know, they're seeing these pressures out into next year.
I guess I was just wondering, you know, maybe, you know, what are some of the most significant headwinds that you're seeing and what gives you confidence that those could be improved in the second half? Thanks.
Yeah. Tyler, I'll let Shai answer the details, but it was my comment, and I wanna make sure I was not forecasting an improvement in the second half. What I was saying was our forward guidance only goes through the middle part of the year, and we see the constraints continuing through the middle part of the year. I am not forecasting improvement in the second half. It's just we continue to see these challenges emerging for about as far as we can see, which is through the middle part of the year.
Yeah. I think it answers.
Shai.
Yeah. I think it answers most of the question, but I'll repeat some of the things I said earlier, right? We see the supply chain issues that we see in Q2. They include inflationary cost increases in components. We see higher labor costs. Whether it's gonna be, you know, stronger or weaker, as Mike said, we still don't know. We can say that so far we haven't seen any major disruptions to our business. We see similar logistical issues as we've seen in the past. If I look at Q2 versus Q1 when it comes to impact of supply chain issues, I think we're a similar level of disruption, let's call it.
All right. Fair enough. Appreciate the color. That's all for me, guys. Thanks.
Thanks.
Thanks.
Thank you. Our next question comes from the line of David Silver from C.L. King. Your question, please.
Yeah. Hi, thank you very much. I have kind of a more targeted question than maybe a bigger picture one. First I wanted to just ask you about the workstation engineering systems results. I guess this quarter and the fourth quarter, the revenue totals I think are the highest in at least several years, maybe longer. I had a couple of questions about that, but firstly, maybe if you could talk about, you know, the breakdown in the revenue increase maybe from a volume versus mix perspective. Secondly, I was wondering if you could just maybe highlight how you view the cadence of the growth in that business. In other words, is this a business that rises coincident with new fab development? Is it ahead maybe six to 12 months?
you know, how should we think about, you know, the growth trend in relation to, you know, fab development and WFE spend, you know, modeling that going forward? Thank you.
The system segment, really I'll answer the second part of the question first. It is really focused on helping customers develop entirely new process technologies. Now, you know, as I've said in the past, that can be things like gate-all-around CMOS structures, but it's also where, you know, we've made some significant investments in helping the emerging quantum computing industry get on its feet and be able to test its devices and improve its yields. It's a broad spectrum of really early development activities. And as a result, it's not very well correlated with WFE. It tends to be more correlated with essentially the velocity of customer development roadmaps. You know, as they continue to develop new things and introduce new things, that's what really drives the activity in that segment for us.
Now, back to the first part of the question, the composition of, you know, sort of why we're at these levels, you can think of the engineering systems business at present as a few different components. We got into this business with the 2016 acquisition of Cascade Microtech, which brought us first into the engineering probers business, as well as the RF probe card business. The engineering probers business inside the system segment really has been the foundation, and we've done a nice job, I think, of growing that since the acquisition. We've also added two significant acquisitions to the segment. The first being the acquisition of FRT, which got us into metrology and inspection for advanced packaging applications. Again, this theme of chiplets, tile-based strategies drives all kinds of new metrology and inspection requirements.
This is a place where we wanna be. Advanced packaging is a big theme for FormFactor. That's an element of growth and revenue on top of if you like, the legacy systems business. The second one is our acquisition of HPD, which brought us into the quantum computing space. Really the revenues up near $40 million are the result of the composition of these different businesses, and then the growth is the result of some of the more exciting things we're doing with each of these different businesses in enabling the next generation of semiconductor and electronics technology.
Okay, thanks. Mike, I heard you say a couple times on this call you don't like to look too far over the horizon, but I'm gonna, you know, just give it a crack here. Yeah, there's been a number of announcements for new, you know, $10 billion plus fab developments in the U.S. A lot of your existing customers are included on those lists. You know, to go by the announcements, I mean, virtually all of them are due to be up and running by 2024, maybe 2025 at the outside, excluding maybe some of the Ohio projects. For the ones that have been announced, a couple of things. You know, firstly, do you believe the timetables?
Secondly, if you do, then what does that mean, you know, for your company to capture, you know, at least your share of the overall opportunity, if not larger? I mean, what incremental capabilities or capacity, you know, do you envision being necessary to kind of, like I say, to kind of keep up with what your major customers are doing in terms of new fab development over, you know, the next three to five years? Thank you.
Yeah. Yep. Maybe to start, it's not that we don't like to look too far downstream, it's just that our binoculars kind of run out of resolution given the lead times that we operate on. There are definitely longer-term discussions with these customers about how we support them in these very large capacity increases, many of the fabs being, you know, here domestically in the U.S. that have been announced. I think the timeframe, you know, sort of 2024, 2025, when you look at the progress and the indicators associated with that, I think as long as things continue on their existing trajectory, that seems like a pretty solid assumption, and is part of the reason for our continued capacity increases.
When I look at what we need to do to make sure that we continue to lead the industry and capture the probe card and systems volume associated with these large expansions in the industry, it's twofold. It's one of the reasons why we spend, in round numbers, $100 million a year on R&D. You know, the innovation required to test chips on these advanced nodes, to support advanced packaging, there's some significant innovation there. You know, clearly our strategy is to continue to invest there to build competitive advantage. At the same time, you know, we do need to be ready with continuing to increase capacity as these facilities come online.
It may be a few years from now, but as we talked about earlier on the call, we did get caught a little bit out of capacity in 2019 and 2020, and it takes a little while to make those investments. We're continuing to plan at least giving ourselves the optionality for the longer lead time elements like buildings, facilities, and manufacturing footprint to make sure we're in a position to not just have the technology but also have the capacity to capture this demand.
Thank you very much. Appreciate it.
Thank you.
Thank you. Our next question comes on the line of Amanda Scarnati from Citi. Your question please.
Hi. The first question I have is on sort of leading edge versus lagging edge and the exposure that you have between the two. You know, is there a difference between margin perspective or volume perspective between those two different, you know, periods of nodes?
Yeah. Amanda, for sure, there's a volume difference. You know, our exposure to trailing edge nodes is less than leading edge nodes simply because the yields on the trailing edge nodes are much higher than they are in the leading edge nodes. You know, if your yields are higher, you don't have to do as much wafer test. You know, the places where we do see significant exposure to trailing edge nodes are in very demanding applications like automotive, where high temperatures are required. Both high and low temperatures is required. Thermal management is becoming a much bigger part of our business. Areas like automotive, where very high quality standards and sort of some extreme requirements, maybe not on speed or some of the other things we see on leading edge nodes, drive our volume there.
You know, there's no question. You can see the way we talk about, you know, the expansions in WFE and our investments in leading edge nodes and advanced packaging. Our business is strongly driven by the leading edge expansion, much less so the lagging edge nodes.
As we look at DRAM for the balance of the year, last year was obviously, you know, a very strong year for DRAM. Does that just set you up with sort of a bad year-over-year comp and expectations for, you know, pretty significant decline in 2022? Or is there sort of opportunities for upside as we move into the second half? I know your fog lamps don't go that far, potentially. But maybe there's something that you're seeing, you know, in terms of new product launches or things like that happening in second half in DRAM that could propel it up a little higher.
Yeah. I think there's no question 2021 is a tough comp in DRAM. You know, we operated at record and near record levels for much of the year based on some very strong design activity from major customers. You know, we do see good solid design activity, and Krish noted there's a little bit of noise around DDR5 timing, which is somewhat of a headwind for us. I think, you know, this is fundamentally why we've endeavored to build a diversified set of products, customers, and markets that we serve, rather than just focus on a single market, you know, whether it be DRAM, foundry, and logic systems.
We believe the long-term stability and earnings power associated with having a diversified set of markets and customers that we serve is a lot more valuable in the long term than being a pure play in any one of them. They're all gonna fluctuate quarter to quarter and even year to year. What we're trying to do is build this broad exposure to the revenue opportunities in the industry, so that we can run a more stable and consistent business over the different ups and downs.
Perfect. Thank you.
Thanks, Amanda. Operator.
Yes. Thank you, ladies and gentlemen. I'd like to now hand the program back to Mike Slessor for any further remarks.
All right. Thanks everyone for joining us today. We're excited. We have on our calendars actual in-person appearances at several investor conferences here as we go through May and June, and through the summer, and we're really looking forward to seeing many of you again in person, and talking about the prospects for FormFactor, and the future ahead. Until then, take care.
Thank you, ladies and gentlemen, for your participation in today's conference. This does conclude the program. You may now disconnect. Good day.