Thank you for standing by, and welcome to the NI Q4 2022 Earnings Conference Call. At this time, all participants are in listen only mode. After the speakers' presentations, there'll be a question- and answer session. To ask a question at that time, please press star one one on your touch-tone telephone. As a reminder, today's conference call is being recorded. I will now turn the conference to your host, Ms. Marissa Vidaurri, Vice President of Investor Relations. Please go ahead. Thank you. Good afternoon. Thank you for joining our Q4 2022 earnings call. I'm joined today by Eric Starkloff, President and Chief Executive Officer, Daniel Berenbaum, Chief Financial Officer, and Karen Rapp, Strategic Advisor to the CEO. We will start with an update on our performance in the quarter before opening it up for your questions. Our discussion today will include forward-looking statements, including, without limitation, those regarding the company's expectations of meeting or exceeding financial targets, its capital allocation, financing and investment plans, the payment of its quarterly dividends, and its future business outlook and guidance, including demand for its products, ability to realize revenue from backlogs, future results of acquired companies, execution of growth strategies, and the outcome of the company's restructuring activities and strategic alternatives process. We wish to caution you that such statements are just predictions and that actual events or results may differ materially and could be negatively impacted by numerous factors. We refer you to the documents that the company files regularly with the Securities and Exchange Commission, including the company's annual report on Form 10-K, filed on February 22nd, 2022, and the subsequent quarterly reports on Form 10-Q. These documents contain and identify important factors that could cause our actual results to differ materially from those contained in our forward-looking statements. We assume no duty to update any forward-looking statement to conform the statement to actual results or changes in our expectations. A reconciliation of our non-GAAP financial measures disclosed in this call to the most directly comparable GAAP financial measures or related disclosures are contained in our quarterly presentation deck on ni.com/nati. You can find the press release and quarterly presentation to supplement today's discussion on our website at ni.com/nati. Management will also be hosting meetings at the Susquehanna Conference in New York on March 2nd and the Morgan Stanley Conference in San Francisco on March 7th. We look forward to seeing you there. I will now turn the call over to Chief Executive Officer, Eric Starkloff. Thank you, Marissa. Good afternoon, we appreciate you joining us today. First, I wanna take a moment to introduce Dan Berenbaum, our new CFO, who joined us on January 9th. Dan has extensive experience leading financial operations of various technology businesses, and he's already had an immediate impact as we execute our growth strategy and focus to achieve our operating margin expansion targets for 2023 and beyond. Karen's gonna close out 2022 on the call today, and I wanna once again take the opportunity to recognize and thank Karen for her significant contributions to our success over the past 6 years. After Karen speaks, Dan will provide outlook for Q1 2023. I'll start by kicking things off with an update on the business in the fourth quarter and for the full year of 2022. The key messages you'll hear today are: We closed out a record year in 2022 with a strong fourth quarter. We achieved record non-GAAP quarterly revenue of $449 million, up 7% year-over-year and in line with our guidance. We delivered non-GAAP operating margin of 25% for fourth quarter, which is an all-time record for a quarter. 2022 was a strong year as we continued to make strides in transforming NI into a higher growth, more profitable, and more resilient company. Despite ongoing global macroeconomic uncertainty, we delivered on the 2022 targets that we shared at our September investor conference, with record revenue of $1.7 billion, up 13% year-over-year, and non-GAAP operating margin of 20%, up 130 basis points compared to 2021. As we head into 2023, we are planning towards the recessionary growth scenario in line with what we shared in September. Even in a wide range of downturn scenarios, we now expect to exceed our 300 basis point non-GAAP margin expansion target. Our results are due to the transformation of our business that started in 2017. We have successfully executed on a set of transformational initiatives over the past five years, including we transformed our go-to-market into a tier channel strategy based on customer potential and stood up a non-direct channel in 2021. These changes have driven growth in our top accounts and significant cost leverage in SG&A. We formed industry-specific business units and have hired experts in those industries to lead them. We have shifted our roadmaps to focus on application-specific systems and software aligned to fast-growing subsegments, including electric and autonomous vehicles, wireless communication, and new space technology. We've expanded our software portfolio, building on our leadership position in automated tests through LabVIEW and adding additional development tools, application software, and also expanding into growing adjacencies of systems management and product analytics. We've accelerated our strategic transformation with a number of important bolt-on acquisitions, including multiple companies enabling us to deliver complete offerings in electric vehicle testing, now the fastest-growing part of our business. We have been keenly focused on our cost structure to increase our leverage and our flexibility of spending. As a case in point, in 2022, we saw an unanticipated headwind to gross margin of 420 basis points, largely due to ongoing supply chain constraints, and yet managed our OpEx to still hit our commitment of 100 basis point improvement to operating margin. We continue to focus on the efficiency of our OpEx and expect a strong uptick in operating margin again this year. We have made shifts in our organization to consolidate our operational core and enable a leaner SG&A org. In Q1, we are also implementing a targeted restructuring of approximately 4% of our global headcount. Our high confidence in 2023 is directly correlated to the strategic shifts we've made, which we believe have created a stronger trajectory for growth. Now on to results by industry. The areas of intentional focus are delivering to our expectations. I believe this is a proof point that we're focused on the right areas to accelerate our long-term growth. Semiconductor and electronics reported 2022 revenue of $433 million, up 10% year-over-year, with Q4 orders down 10% year-over-year, in line with our expectations for the quarter. While a slower semi cycle has been anticipated, we believe the combination of our exposure to R&D test and our ongoing progress in delivering software across the semiconductor workflow will soften the impact that a semiconductor downturn will have on our business. Last quarter, we won several large analytics software contracts in semiconductor, including our largest software contract ever, which will add predictable revenue over the next three to five year period of those contracts. Transportation reported 2022 revenue of $302 million, up 40% year-over-year, with Q4 orders up 35% year-over-year. Our strategic shift to focus in EV and ADAS, where our customers are making significant investments, has changed the trajectory of this business. We expect that we'll continue to deliver market-leading growth rates in 2023. As we expected, EV and ADAS now represent more than 50% of our transportation business. The recent acquisitions of Kratzer, NH Research, and Heinzinger accounted for approximately 24% of transportation revenue in the fourth quarter. Through these acquisitions, we believe we now have the most competitive portfolio of end-to-end battery test capabilities in the market today. We expect these investments to drive long-term growth for NI. A recent success was winning a large battery lab deployment, resulting in $22 million in revenue that will be recognized over the course of 2023. Aerospace, Defense, and Government delivered strong results, with 2022 revenue of $412 million, up 9% year-over-year, with Q4 orders down 12% year-over-year. As a reminder, and as we noted in our Q3 call, in Q4 2021, we closed a large program win in ADG. The decline in year-over-year orders was expected. We expect to see order strength in this business in 2023, driven by robust defense spending. We also continue to see strong opportunities in commercial space technologies like launch vehicles and satellites. Our portfolio business, which serves the majority of our broad-based customers, achieved revenue for the year of $511 million, up 5% year-over-year, with Q4 orders down 10% year-over-year. This is the area that has historically been most susceptible to a softening macro environment, and we have been taking steps to make this business more resilient. Our focus on utilizing global distribution to better position our offerings and optimizing our digital channel to this broad customer base have gained traction, further providing leverage and scale in this portion of our business. We expect revenue from distribution and digital channels to grow to approximately 22% of our total revenue in 2023, up from 9% of our total revenue in 2020. We also expect our transition to software subscription will improve the resiliency and the growth opportunity for this business. As we mentioned previously, starting in January of 2022, we transitioned our single-seat licenses to subscription, which resulted in a 2% headwind to revenue for the full year. We were pleased to exceed our internal targets on this transition in 2022, and going forward, the vast majority of our software portfolio is now recurring revenue. In summary, we believe the company is in a strong position. We planned ahead and took action in anticipation of softening in the semiconductor cycle and a weaker overall macro economy. We are planning toward the recessionary growth scenario in line with what we shared in September. Even in a wide range of downturn scenarios, we now expect to exceed our 300 basis point non-GAAP margin expansion target. With that, I'll turn it over to Karen to discuss our Q4 and year-end results in more detail. Karen? Thanks, Eric. Q4 was a record quarter with GAAP revenue of $448 million, up 7% year-over-year. 2022 was a record year for revenue at $1.7 billion and 13% growth year-over-year. Our Q4 orders were down 3% year-over-year as we expected. We started to see a decline in the semi market and the macro economy at the end of September, and we planned for that to continue in Q4. As Eric mentioned, we had a strong Q4 last year with a large ADG order that we knew would not repeat in 2022. By region, fourth quarter orders were down 7% year-over-year in the Americas, up 7% year-over-year in EMEA, and down 9% year-over-year in Asia Pacific. We ended the quarter with delinquent backlog of approximately $230 million, which is approximately seven weeks of revenue. We're confident in the resiliency of our backlog and in our ability to realize this revenue as supply chain constraints continue to ease. Because our solutions are often a capital expense and provide unique capabilities for our customers, we don't typically incur any double ordering risk, and we haven't seen anything that would indicate a change in that historic pattern. We also continue to see minimal cancellations due to lead times at less than 1%. Non-GAAP gross margin for both Q4 and full year 2022 was 70%. 2022 non-GAAP gross margin was down 420 basis points year-over-year, driven primarily by broker fees paid for components that were in short supply. We continue to see supply constraints easing. While there are still some key golden screw components, especially in legacy semi technologies, we expect the supply chain constraints to ease in the first half of 2023 and the reduction in broker purchases to positively impact our 2023 operating margin. In Q4, we generated $60 million of GAAP operating income and $112 million of non-GAAP operating income, a non-GAAP record for a fourth quarter. We delivered non-GAAP operating margin of 25% in Q4. For the full year, GAAP operating margin was 12%. Non-GAAP operating margin was 20%, a record for NI, and an increase of 130 basis points year-over-year, demonstrating the continued focus we have had on driving variability and efficiency in our cost structure. We reported Q4 GAAP net income of $40 million and diluted earnings per share of $0.30. We reported record Q4 non-GAAP net income of $83 million and record diluted non-GAAP earnings per share of $0.63, an increase of 5% year-over-year. For the full year 2022, GAAP net income was $140 million. We delivered record non-GAAP net income of $255 million, up 14% year-over-year. In summary, Q4 results were in line with our expectations, and 2022 was another strong year of growth on both the top line and bottom line for NI. I'm proud of the results we're delivering. Finally, as many of you know, this will be my last earnings call, although I'll be here through May to help ensure a smooth transition. I'm excited to have Dan here. His background and skill set is a great addition to NI, and his experience will help us continue to grow in all areas. I've enjoyed getting to know many of you over the past six years, and I appreciate your time, interest, and commitment to understanding our business. I'm confident in the trajectory of NI and excited about the company's future prospects. Now I'll turn it over to Dan to discuss our outlook for Q1. Thank you, Karen, thank you, Eric, for the warm welcome to NI. I'm very happy to be here and to be participating in this call as we look ahead to 2023. As you can imagine, I spent my first few weeks at NI immersing myself in the business. It won't surprise those of you who have followed NI for a long time that I've been deeply impressed with the high level of talent across the organization, a testament to NI's strong culture of engineering and commitment to customers. It's also very clear that the transformation of NI continues to gain momentum. As I continue to learn more about our customers, products, and operations, I'll focus on continuing those operational efficiency improvements to achieve our short and long-term margin expansion targets, as well as on improving our working capital management and cash flow generation and building investor confidence in our ability to execute on a quarterly basis as well as over the long term. As Eric mentioned, we remain committed to our target of delivering at least 300 basis points of non-GAAP operating margin improvement in 2023. We have a number of initiatives in flight which underpin our confidence, including supply chain planning improvements, tight control of discretionary spending, and the restructuring which Eric mentioned earlier. Specific to gross margin, as we enter 2023, we expect a tailwind from lower purchase price variance as we see our supply chain constraints ease. We also expect to see the benefit of pricing actions which have been taken over the past several quarters. For Q1, we expect to deliver a more than 100 basis point sequential improvement in non-GAAP gross margin compared to Q4. With respect to operating expenses, we anticipate that Q1 OpEx will rise slightly from Q4 levels as we make targeted investments to ensure our future growth while maintaining discipline around discretionary spending. The restructuring actions that Eric mentioned previously will result in a reduction of approximately 4% of our headcount, primarily in SG&A. We anticipate that most of the benefits from this reduction will start in Q2. After declining significantly as a percentage of revenue over the past few years, we expect OpEx to increase gradually in absolute terms as we go through 2023, but to remain flattish or decline as a% of revenue in relation to Q1. Let me comment on capital management. Our balance sheet remains strong with $140 million of cash at the end of the fourth quarter. Cash flow from operations was $52 million in the fourth quarter. In Q4, we continued to invest in inventory to enable us to meet customer delivery commitments in the face of ongoing supply chain challenges. As supply constraints ease, we expect inventory to return to more normal levels. Along with a renewed focus on working capital management, we expect to be able to convert non-GAAP net income to cash at levels more aligned with our historic performance and at a meaningful improvement over 2022. Our capital allocation strategy remains balanced and disciplined. We will continue to invest in organic capabilities to ensure we stay ahead of the technology needs of our customers and prioritize inorganic investments that strategically align to the business in order to drive profitable growth. In the fourth quarter, we returned $37 million to shareholders through our dividend, and the NI board of directors has approved a quarterly dividend of $0.28 per share, payable on March 6th, 2023 to stockholders of record as of the close of business on February 13th, 2023. We have elected to continue our dividend at current levels given the already very strong return of cash to shareholders. We did not repurchase shares in Q4. I would note that our Q4 2022 weighted average share count was the lowest since Q4 2020. With some normal fluctuations, NI share count has remained roughly flat over the past five years as we have successfully used our repurchase program to offset dilution. With that, let's shift to guidance for Q1. For the first quarter, revenue is expected to be in the range of $415 million-$445 million. At the midpoint, this represents 12% revenue growth year-over-year. Our guidance assumes currency impact similar to Q4. We expect GAAP diluted earnings per share in the range of $0.14-$0.28 for Q1, with non-GAAP diluted earnings per share expected to be in the range of $0.48-$0.62, an increase of 35% year-over-year at the midpoint. Our Q1 non-GAAP earnings forecast excludes $20 million related to the restructuring we have discussed today, $18.5 million for stock-based compensation, and $15 million for amortization of acquired intangible assets, acquisition-related expenses, and other items. We anticipate a full year 2023 GAAP and non-GAAP tax rate of between 17%-18%, assuming no changes to tax laws. In Q1, we will also incur an additional approximate $1 million tax expense related to changes in the R&D tax credit. In summary, we continue to see benefits from NI's multi-year transformation journey. We are laser-focused on making efficient investments in our growth while improving our expense control and working capital management. As Eric mentioned, we are planning for continued recessionary environment in the first half of 2023. Even against a slower macro backdrop, we are confident in our ability to deliver on our commitment to increase our non-GAAP operating margin by at least 300 basis points in 2023. I'll now turn it back over to Eric for some closing comments. Thank you, Dan and Karen. We are confident in the actions we have taken to better position the company to perform, including in a weaker macro environment. We expect revenue growth even in a headwind environment and remain committed to meeting or exceeding our target of standard basis point margin expansion. I believe our strong performance in 2022 is proof that we have the right strategy in place. We've done a lot of hard work over the past 5 years to fundamentally transform the company and change the trajectory of our performance, we're not done yet. The key elements of the strategy have gained traction and demonstrated success in driving a higher level of growth. Now we're focused on executing the strategy and achieving the return on those investments with a focus on top line growth and strong leverage and earnings growth on the bottom line. I want to send a big thank you to all of our employees who have driven our strategy and committed to a significant expense management actions throughout this past year. I know it's not been easy. Employees in manufacturing and operations in particular have worked incredibly hard to navigate continued and unprecedented challenges in our supply chain, and I sincerely appreciate everyone's hard work and determination and perseverance. Before we take your questions, I do want to comment on the strategic review process. As you all know, NI issued a press release on January 13th announcing that our board of directors has initiated a review and evaluation of strategic options for NI. The comprehensive review will include consideration of a full range of available strategic, business, and financial alternatives. We know some of you have questions regarding the strategic review, but I'd like to note that we are not planning on answering questions regarding this topic on the call today. We appreciate your cooperation in advance. With that, we will now take your questions. Thank you. Again, ladies and gentlemen, if you'd like to ask a question, please press star one one on your telephone. Again, to ask a question, please press star one one. We do ask that you please limit yourself to one question and a follow-up and then feel free to join the queue. Our first question comes from Samik Chatterjee of JPMorgan. Your line is open. Hi, this is Angela Jin for Samik Chatterjee. On your 2023 guide, I know a few months ago you sort of were guiding towards mid-teens growth in 2023. You know, has that path to that level of growth narrowed just given sort of the macro backdrop that we're seeing? You know, the semi downcycle seems more severe than initially expected. What are your initial thoughts on 2023 revenue growth? Sure. Angela, I'll take that. Yeah, I commented that we're seeing an environment that's consistent with what we anticipated in the September conference, we laid out a set of scenarios and a recessionary scenario in particular. That's still our point of view. We didn't guide on revenue for the full year. We obviously guided for Q1 at 12% revenue growth. You know, we're really focused on driving the growth of the company as we continue to achieve those growth expectations and then the areas we can control. You heard certainly in the call a commitment to the bottom line performance sort of well within our control and managing that for a wide range of outcomes. I could add a little bit of color and, you know, just say again, we guide one quarter at a time, so we're not gonna make, you know, comments specifically on the full year. As Eric said, there obviously is that macro headwinds, and we are planning for that macro headwind. You know, against that backdrop, I think there's some sort of well-known tailwinds as well. We have the acquisitions that are helping us. We have some backlog in place that'll help us specifically in Q1. You know, if you look at our patterns exiting 2022, Q4 revenue was a little bit below what you would consider our normal seasonality. We're guiding Q1 a little bit better than what we would consider our normal seasonality. We have some tailwinds there from draining what we would consider to be our delinquent backlog, meaning backlog that customers would have liked to seen shipped in Q4, that for one reason or another, we weren't able to ship in Q4. We have some of those tailwinds going into Q1. I will also comment that, you know, we have historically talked about backlog as a measure of orders that customers wanted in prior quarters, but we haven't really talked about our scheduled backlog. Our scheduled backlog would add another roughly $220 million to that $230 million worth of delinquent backlog that Karen talked about. Part of that is really tied to the transformation of the company. It's tied to the different strategy of the company. You know, NI, if you look back over the years, really used to be much more of a turns business with very little long-term backlog. Now, with the shift to products and solutions and the EV acquisitions, we're starting to see more of that backlog, scheduled backlog build up. You know, we have some tailwinds. Again, we're not guiding for the full year. We're really only guiding for Q1. We have some of those specific delinquent backlog tailwinds in Q1 that are gonna help us, you know, which give us confidence in that better than seasonal guide for Q1. Just to give you a sense of how we think about the puts and takes for the full year, if that's helpful. Yeah, that's really helpful. On the operating margin expansion target of 300 basis points or exceeding that, you know, sort of between your gross margin improvement, you know, your restructuring and other sort of cost controls, you know, what is driving that 300? Like, is it mostly it's the gross margin improvement? Is it mostly the headcount reduction? Could you maybe walk through, sort of the input into that target? Again, we're not really gonna talk about a guidance for the full year. You know, sort of pointed you for Q1 that we expect a little bit more than 100 basis points of gross margin improvement, guided the OpEx for Q1, given some commentary around that increasing in dollar terms from Q4. That should sort of, you know, give you a feel for the profile might shake out for Q1. Just to give you the thoughts on the full year, and we do have some tailwinds from some of the price increases and some of the purchase price variances rolling off. You know, we definitely have some tailwinds there, offset by, you know, continued headwinds in spikes, and they won't vanish entirely. The mix of our business as the mix of our business changes. Again, just to give you some thoughts on how we think about gross margin internally. As I said, the OpEx will gradually increase in dollar terms over the course of the year, but we're not gonna guide specifically beyond Q1. All right. Thank you for taking my question. Thanks, Angela. Thank you. Thank you. Thank you. One moment, please. Our next question comes from the line of Rob Mason of RW Baird. Your line is open. Yes, good afternoon. Hi, Dan. The price that you're expecting is built into the first quarter guidance, and what you were able to capture price realization, price increase, in the fourth quarter. What was that, first quarter and fourth quarter? Looking for the number. This is Karen. Hey, Rob. Pricing in Q4, we saw about an 8% lift in revenue. We've built into Q1 similar expectations in line with this, with what Dan guided. Yeah. Is it? Rob, I'll just comment for you, as a follow-up. We've been really pleased, as we've shared with you before, our ability to kinda capture price. We've been, I think more and more sophisticated about how we've gone about those changes. The ability to capture it has been strong, and our expectations as we come into 2023 are predicated on changes we've already made on pricing. Eric, is the price capture, price realization, has that been even across your various SBUs, or has it favored one area or the other? I'm just curious how that has played out. Yeah. No, it's a good question. It's not necessarily that it varies so much by BU, but I will characterize, you know, we are surgical about it, right? There's a couple of factors that contribute. You know, one is as we've delivered more and more systems capability, We're delivering value that's greater than the sum of the parts. That's definitely been favorable. The second factor is we've just gotten more sophisticated ourselves in how we've done this. Our efficacy of targeting price changes and selling the value through our channel, you know, credit to our teams, we've got more and more effective at that. I'd say, you know, the last element I've been quite pleased with is that we've been able to maintain that also through the channel. As we introduce distribution channel, our ability to get, you know, good pricing through the channel has been strong. Those factors together have led to the results that we saw, which were very, very good in 2022, and an expectation of continued efficacy in that area in 2023. I see. Just as a follow-up, can you walk through the sequential decline in your adjusted operating expenses? I mean, your operating expenses came in, down sequentially and frankly, better than I was expecting. I'm curious where the source of that was, given that revenue was actually higher sequentially. Yeah. Karen's gonna take that. Yeah. We continued doing... As you know, we'd been early on in the year in 2022, we took some actions to get ahead of what we saw coming from a macro environment and knowing that the semi cycle doesn't always stay up. We got ahead of that early in 2022, continued that in all the way through Q4 because as you know, at the end of Q3, we started seeing that come on even stronger. We stayed incredibly disciplined in Q4. The entire team just stepped up. As you know, we've also been increasing the percent of our costs that are variable as we go through the year and as we continue to move forward, we continue to drive that flexibility and variability. We pulled that lever in Q4, as we saw the macro, the PMI is below 50 now and the semi cycle really taking a hit in Q4. Really just the whole point of aligning expenses with revenue, has become something that we live on a regular basis and taking that forward, and we demonstrated that I thought pretty clearly in Q4. And the, um- Rob? Yes. Yeah, sorry. You bring up a good point that I just wanted to point out building on all the things Karen said. You know, that's one thing we're really proud of our ability to hit that, the 25% non-GAAP operating income in Q4 is a record, as you know. As we come into, you know, you heard the guide from Dan in Q1, you know, that's approximately 23% operating income. That's about 500 basis points above Q1 of 2022. Again, we're really seeing the leverage of the changes that we've made and the transformation that we've done and the work we've done on cost structure and variability. We're seeing that really starting to come through. You saw it in Q4, we're expecting it in Q1. We think that sets us up in a real strong position. Go ahead, Tom, you get one more follow-up. Just, around the restructuring that you announced, $20 million charge, what would you expect in terms of savings to fall from that? We're not being specific about what the savings are. We just said that we'll see a positive impact from that starting really in Q2. You know, a little of that is, again, we're gonna be selective about areas for investment as well. I wouldn't necessarily, you know, try to draw a straight line from just the restructuring. I see. I'll hop back in queue. Thank you. Thanks, Rob. Thank you. One moment, please. Our next question comes from the line of Meta Marshall, Morgan Stanley. Your line is open. Great, thanks. Maybe first question, just on, you know, noting that some of the headcount reduction was due to SG&A or SG&A was gonna be most impacted. You know, does that change kind of how you think about, you know, more going through the channel, or is it just kind of trimming around the edges? Just trying to get a sense of if there's any change to the, to the sales cycle or to the sales structure. Maybe as a second question, you know, it did look like transportation was obviously very strong this quarter after a strong year. You know, is that primarily coming from acquired businesses or existing businesses? Just a little bit more context that would be helpful. Thanks. Yeah, I can take that. Yeah. No, no problem. On the restructuring, first of all, just as Dan said, like, we're super mindful as we went through this process, on balancing, you know, our ability to achieve efficiency of scale, but also making sort of right investments for growth. I'll just say at the highest level, it's very consistent with some of the structural changes that we announced at the end of last year, which were around strengthening the BUs, consolidating our core operations, and this sort of leaner sales and marketing team. As you noted, they are primarily in SG&A. To your specific question, yeah, it's got multiple factors. I mean, there's just some areas for us to be a bit more efficient. There's areas that are really about the transformation. As I've said before, as we've gone to this tiered model, we achieve efficiency at both ends of the model. At the top end of our account structure, we're getting really tremendous growth in average order size and account size in those large accounts. We're able to scale that revenue certainly faster than our expenses. We're realizing efficiency and scale there. At the tier three level, you know, the move to distribution and digital has been effective. It's exceeded our expectations as we've gone through the year. I gave some quantification of how much we go through the channel. Yes, as that grows, that also gives us an opportunity for some more efficiency there in the way that we're serving our accounts. I think when you take those together. Along with just some natural continuous improvement in the way that we sort of run the business. That's how I'd characterize those. Highly consistent with the strategy that we have. To your second question about transportation. First of all, we're really excited about that business. I mean, 40% growth for the year, it's really a really good performance. It really is good performance across the board. You take, first of all on electrification, which has been the primary area where we've done the acquisitions. Those companies added critical capability that was highly complementary to existing software and measurement capability that NI already had organically. What we've seen is that, you know, those businesses were growing, and they've continued to grow. The part of our business that serves electric vehicles that was organic has been pulled up to a very high growth rate as well. We're seeing reasonably good growth in the other parts of the business, certainly in active safety, which is a focus area. We're actually seeing, you know, a uptick in the rest of vehicle as well, where we're testing all of the electronics of a vehicle. Part of that is just we've really grown our account relationships and the value that we can deliver to these automotive accounts. The shift to EV and autonomy has created a lot more opportunity in the OEMs, in addition to the Tier 1, which were our primary customers prior to our focus in that area. You know, I think things are, to use the automotive analogy, things are hitting on all cylinders in that area. Guess that's a bad analogy since these vehicles don't have cylinders as much anymore, you get the point. You know, all three of those factors are contributing to a high degree of growth and an optimism in our outlook and the pipeline that we have in those accounts. Great. Thanks. Thank you. One moment, please. Our next question comes from the line of Mark Delaney of Goldman Sachs. Your line is open. Yes, thank you very much for taking the question. Dan, congratulations on the new role. Starting with orders, even though orders were down 3% year-over-year, I think book-to-bill may have still been near or even a little bit above 1, based on my math. Could you perhaps level set us on where total orders came in? Sticking with the order topic, could you also comment on the linearity of orders in the fourth quarter and perhaps how orders have trended into January? We're not talking specifically about our level of orders or level of bookings. We can talk about maybe patterns a little bit. Yeah, I can talk about the patterns. I mean, I'll just say, Mark, the -3% was, first of all, it was consistent with sort of what we expected in coming into the quarter. I gave commentary on the different business units, but I would just characterize that as sort of in line with sort of where we expected some headwinds as the things that we talked about in September, for example, and even in the October call. Consistent with what we expected and sort of a similar level is built into our guidance for Q1. both in the overall order rates and the order rate by business unit. That's what our expectation is built on coming into Q1. Mark, let me comment a little bit further. You know, I'll go back to the commentary on backlog earlier to maybe help you understand how, again, how the business has transformed a little bit and how we're thinking about this moving forward. As we go into Q1, we have that tailwind from draining a little bit of that delinquent backlog that Karen talked about. The orders that customers would have liked to have shipped previously that we hadn't been able to ship. The business is also very focused as we have transformed, as we've gone towards those systems solutions, both organically and through the acquisitions in building longer term backlogs. You know, you're, we're not gonna talk specifically about book-to-bill, and part of that is that, you know, I would try to get you focused a little bit more on thinking about our backlog and how that backlog will start to look as we drain the delinquent backlog as a tailwind for revenue early in the year. As we continue to drain that throughout the year, and then as we build backlog for longer term scheduled backlog as those pieces of our business grow. That's very helpful. Thank you. One more if I could please, for you, Dan. Maybe you could elaborate on what led you to take the CFO role at NI and talk about how analogous the margin expansion opportunity at NI is with some of the other experiences you've encountered in your career. Thank you. Thanks, Mark. Listen, I mean, I'm obviously extremely excited about NI and, you know, the root goes back to when I was an engineer, and I was a LabVIEW user. You know, NI is just a foundational technology company that is critically important to all parts of the technology industry, of the technology supply chain. That's an incredibly exciting opportunity to be able to join a company like that with a long history of engineering and customer support like that. Of course, you know, I've seen the transition that the transformation that NI has been on over the past five years and the opportunity that still exists for that improvement in operating margin, the opportunity that exists for improvement in working capital. These are, you know, very exciting opportunities, you know, commensurate with that transformation, into more of a systems and solutions business. That's why I'm here. Thank you. Thank you, Mark. Thank you. One moment, please. Our next question comes from the line of David Kelley of Jefferies. Your line is open. Hey, good afternoon. Thanks for taking my questions. Maybe following up on the margin discussion. It sounds like we're seeing some supply chain visibility improvement. Can you give us some color on the broker pricing impact on Q4? If that improved into year-end, maybe if you can give us a sense on how you're baking in broker pricing into 1Q guidance would be helpful. Yeah. Again, we're not gonna be specific about the numbers in there. We do still have some of that inventory on our balance sheet, obviously, that we paid higher prices for. You know, we expect most of that inventory to flush through as we move through 2023. As supply chain conditions ease, we expect not to be having to pay those broker pricing. We're not gonna be specific about how much we still have, and at what point it will flush through. Again, we said it will be a tailwind in Q1 and as we go through 2023. I'll add, just a qualitative view of that, Dave. you know, we talked about improving supply chain, and certainly this broker market issue has improved quite a bit. It really peaked, I think, in Q3. We started to see less necessity of using those broker markets to procure these very hard to procure components. As Karen said in her remarks, there's still some golden screws, and we're still working with that. It's, it's not like it's an unconstrained environment, but it's gotten quite a bit better, and the necessity of us doing additional broker purchases has gone down quite a bit, and that's what's led to this thing going from a headwind to a tailwind to the expectation we set of 100 basis point improvement in gross margin is based on that improvement that we're seeing and kind of that we've seen over the last quarter. Got it. That's helpful. Maybe- Go ahead. Yeah, just 'cause this is Karen. There's some slides that we've posted on the on NATI on our website that you can look at to get some color on some of that bridge for year-over-year as well. Yeah. It'll bridge the gross margin line, I believe. Got it. Thank you. Really appreciate it. Maybe one quick follow-up on the automotive traction you referenced. Your EV acquisitions clearly have been a meaningful contributor to that. Can you talk about the margin trajectory of those acquisitions and maybe how those are trending versus your core transport business? Yeah, I can take that. We actually also actually on the same slide that Karen pointed you to that's in the investor deck, you can see that the coming in, the EV acquisitions have a headwind on gross margin. Some of those system components come in at a lower gross margin. That's an area of focus. We think there's significant improvement that can happen over time, given our own capabilities and scale as a company that our pricing leverage that we have as a company that will ultimately improve those gross margins, and they will trend up. That's also built into our expectations of course. Ultimately, you know, the strategy here is, as I mentioned in one of the previous answers to previous question, is pulling the rest of our platform. That's a big part of the strategy is selling these complete solutions that include, you know, these battery cyclers and things that we got through these acquisitions, but also include very high margin software, include very high margin measurement components so that the blended margin of the whole thing ultimately meets the expectations that we have as a company. Got it. Thanks for the color. Okay. Thanks, David. Thank you. Our next question comes from the line of Damian Karas of UBS. Your line is open. Hi. Good evening, everyone. Karen, thanks for all your help. Best of luck in life, with NATI. Thanks, Damian. I just wanted to kind of follow up on some of the comments regarding order trends. You spoke a little bit on semiconductors slowing and then, you know, talked about your longer-term view on transportation. Maybe you could just provide a little bit more detailed, you know, kind of outlook for your order trajectory over the coming quarters, you know, across all your verticals, just, you know, kind of based on what you're hearing from your customers and distribution partners. Yeah. I'll just give overall kind of color on that, Damian. A lot of it, you know, we shared the specific order numbers in Q4, and I think that's a pretty good guide other than the, I mentioned the ADG one was a little bit of an outlier because we had this big compare with a big order in the previous year-over-year quarter, Q1 2021. In general it's similar to what we expected. Semiconductor, it is our expectation that we'll see a near-term headwind in orders. We're seeing that in Q4 for sure. That will persist for some time. We're still by the way, very bullish on the long-term opportunity within semiconductor and the opportunities we're pursuing and the parts of the market that we're pursuing, we think are all very favorable. We fully expect some near-term pressure on those orders, kind of consistent with what we've seen. Also in that kind of category, we said portfolio business unit is historically correlated more to the macro. Orders were down about 10% in Q4. Again, that's an area where we're expecting to look at indexes like PMI. We would expect some kind of correlation to the index like a PMI with our portfolio business unit. Of course, as I mentioned in the script, we're talking about things and we're certainly actioning things that will help that be more resilient over time. On the other side, transportation, we expect continued strong growth. That's on a steep growth trajectory, continues to be on a steep growth trajectory that is correlated much more with the new model entrants in electric vehicles, the investment that OEMs and others in their supply chain are making in electrification and autonomy. We think, you know, those investments continue to be robust. You may have seen GM's print, and they're still bullish on the market and their electric vehicle programs and so forth. So expect that to continue to be high growth. Our expectations are high. ADG is continued to be a robust business for us. It's performed well and pretty steadily in different macro environment scenarios. In 2020, it was sort of high single digits, even in a pretty tough macro in 2020. We think it's a fairly favorable environment, and we expect that to continue to have a similar, growth trajectory as it's had. That's our perspective on the overall color by business unit. Appreciate all that color, Eric. Then on, regarding distribution, you had spoken in previously about, you know, kind of your partner, your newer partners building out NI inventory as a tailwind this year. Just curious if that's more or less playing out as you had expected or perhaps given some of the broader destocking trends across markets, or maybe any of these partners, you know, paring back or deferring their inventory buildup of NI products. I guess any numbers that you could share around that tailwind would be helpful. Thanks. Yeah. Yeah. It's They've built a small amount of stock in 2022, about $20 million, I believe. There is still their desire to build additional stock. That is still absolutely the desire of those partners. The reason we haven't is because of supply. We've been constrained in our ability to do so. It is still our expectation as we go through this year that supply will ease up as we go through the year, and we will be able to provide additional stock into those partners. That's another one of the tailwinds when we think of the year overall that Dan referred to. Great. Thank you. Thank you, Damian. Thank you. I'm showing no further questions at this time. I'd like to turn the call back over to Eric Starkloff for any closing remarks. Okay. Really appreciate everyone's interest and your questions today. Thank you all, and have a great afternoon. Thank you. Ladies and gentlemen, this does conclude today's conference. Thank you all for participating. You may now disconnect. Have a great day.