Welcome to the Impinj third quarter 2022 earnings conference call and webcast. All participants will be in listen-only mode. Should you need assistance, please signal a conference specialist by pressing the star key followed by zero. After today's presentation, there will be an opportunity to ask questions. To ask a question, you may press Star, then one on a touch-tone phone. To withdraw your question, please press Star, then two. Please note, this event is being recorded. I would now like to turn the conference over to Mr. Andy Cobb, Vice President, Strategic Finance. Please go ahead. Thank you, MJ. Good afternoon, and thank you all for joining us to discuss Impinj's third quarter 2022 results. On today's call, Chris Diorio, Impinj's Co-founder and CEO, will provide a brief overview of our market opportunity and performance. Cary Baker, Impinj's CFO, will follow with a detailed review of our third quarter 2022 financial results and fourth quarter 2022 outlook. We will then open the call for questions. Jeff Dossett, Impinj's CRO, will join us for the Q&A. You can find management's prepared remarks plus trended financial data on the investor relations section of the company's website. We will make statements in this call about financial performance and future expectations that are based on our outlook as of today. Any such statements are forward-looking under the Private Securities Litigation Reform Act of 1995. While we believe we have a reasonable basis for making these forward-looking statements, our actual results could differ materially, because any such statements are subject to risks and uncertainties. We describe these risks and uncertainties in the annual and quarterly reports we file with the SEC. We do not undertake and expressly disclaim any obligation to update or alter our forward-looking statements except as required by law. On today's call, all financial metrics, except for revenue or where we explicitly state otherwise, are non-GAAP. Balance sheet and cash flow metrics are GAAP. Please refer to our earnings release for a reconciliation of non-GAAP financial metrics to the most comparable GAAP metrics. Before turning to our results and outlook, note that we will participate in the Baird 2022 Global Industrial Conference on November 10th in Chicago, and we will virtually attend the Susquehanna Technology Conference on December 13th. We look forward to connecting with many of you at those events. I will now turn the call over to Chris. Thank you, Andy, and thank you all for joining the call. Our third quarter results were strong. Revenue and Adjusted EBITDA exceeded our guidance, with both setting new quarterly records. Against the backdrop of broader macro crosscurrents, these record results highlight our growth potential as product supply improves. Last quarter, I said that based on my conversations with Impinj's leading end users and go-to-market partners, I expected demand to remain strong at least through second half 2022. Recent conversations with those end users and partners suggest that that strength extends well into 2023, driven by new deployments and expansion at existing deployments. Highlighting that strong demand, we enter the fourth quarter with record backlog. Starting with Endpoint IC supply, the pace and lead times of wafer upsides from our foundry partner continue to gradually improve. Despite that improvement, third quarter demand still exceeded supply by more than 50% for the six consecutive quarter, and we expect demand to exceed supply well into 2023. At Impinj's yearly executive forum, a partner event which we just held, our leading inlay partners highlighted they are adding significant inlay manufacturing capacity and reiterated they would layer on additional Endpoint IC bookings if we had more wafers. We look forward to the day when our improving supply situation positions us to take those additional bookings. Third quarter Endpoint IC revenue exceeded our expectations, and for the four consecutive quarter set a new quarterly record. Our current supply visibility supports continued Endpoint IC unit volume growth in both fourth quarter 2022 and 2023. Looking further out, we continue to see multi-year growth tailwinds for our Endpoint ICs. Turning to systems supply, component shortfalls again constrained our reader shipments like they have for the past four quarters. For reader ICs, although third quarter supply mostly caught up to demand, we see strong orders heading into fourth quarter, particularly for our E family products. In aggregate, we entered fourth quarter with significant systems backlog, yet with product supply still constraining systems revenue growth into 2023. Like for Endpoint ICs, we look forward to the day when we have enough system supply to satisfy market needs. Third quarter systems revenue exceeded our expectations. Reader ICs were a bright spot, setting a new quarterly record. Reader and gateway revenue met our expectations, led again by shipments to the visionary European retailer's expanded loss prevention deployment. Looking into 2023, we see solid systems demand led by rapid unit volume growth in our E family reader ICs. On the product front, I am thrilled by our September launch of the Impinj Authenticity solution engine. More than a decade in the making, Impinj Authenticity is an end-to-end platform offering for cryptographically authenticating everyday items as genuine. Comprising a new endpoint IC, the Impinj M775, which pairs an ISO-standardized cryptographic engine with a unique key in each IC, new firmware in our reader ICs and readers that enables a challenge response dialogue with those endpoint ICs, a new cloud-based Impinj Authentication Service that can verify an IC's authenticity in milliseconds, and easy-to-use APIs that enable partner or end user product databases that pair each item with its authenticated endpoint IC. Impinj Authenticity will inhibit counterfeits, improve product safety, and secure the supply chain. With Impinj Authenticity, we hope to make a substantial dent in global counterfeiting, which costs legitimate enterprises hundreds of billions of dollars annually. Only available from the Impinj platform, Impinj Authenticity is also our first product offering focused on expanding our recurring revenue opportunity from endpoint ICs to include cloud services. Impinj Authenticity represents another key element of Impinj's mission of connecting every item in our everyday world, and while doing so, protecting those items, the privacy of people who benefit from those connected items, and the world we live in. Impinj Authenticity for protecting items, Protected Mode for protecting privacy, and looking forward, using the Impinj platform to improve the sustainability of those connected items. On the project front, we see continued strong retail momentum. The visionary European retailer, pleased with our RAIN-based loss prevention offering, continues deploying as planned. We expect that deployment to continue generating meaningful revenue for at least the next two quarters. The Asia-based global retailers continuing expansion of their self-checkout deployment into new geographies generated meaningful reader revenue again in the third quarter. In supply chain and logistics, we continue to expect a second large North American customer to drive large Endpoint IC volumes in 2023 and beyond. In closing, I'd like to thank every member of the Impinj team for your tremendous effort this quarter. You delivered record revenue and Adjusted EBITDA, introduced a new first of its kind platform offering to inhibit global counterfeiting, strengthened our bond with partners and end users, and positioned us for growth, all while navigating ongoing supply challenges. With a strong team and a growing opportunity, I remain confident in our market position and energized by our strong demand. I will now turn the call over to Cary for our financial review and fourth quarter outlook. Cary? Thank you, Chris, and good afternoon, everyone. On today's call, I will review our third quarter financial results and fourth quarter financial outlook. Third quarter revenue was $68.3 million, up 14% sequentially compared with $59.8 million in second quarter of 2022, and up 51% year over year from $45.2 million in third quarter of 2021. Third quarter Endpoint IC revenue was $51.2 million, up 19% sequentially compared with $42.9 million in second quarter of 2022, and up 60% year over year from $32 million in third quarter of 2021. Accelerated demand timing for specialty and industrial ICs drove third quarter revenue above our expectations. Although that specialty and industrial mix will normalize in fourth quarter, we still expect sequential Endpoint IC revenue growth with our improving wafer supply. Third quarter systems revenue was $17.1 million, up 1% sequentially compared with $16.9 million in second quarter of 2022, and up 29% year-over-year from $13.2 million in third quarter of 2021. Third quarter systems revenue exceeded our expectations, driven by strong reader IC shipments. On a sequential basis, reader IC revenue increased, reader revenue was flat, and gateway revenue declined. On a year-over-year basis, reader IC and gateway revenue increased while reader revenue declined. Despite strong demand, we expect similar fourth quarter systems revenue as we continue navigating reader component shortfalls. Third quarter gross margin was 56.9%, compared with 54.7% in second quarter of 2022, and 53.3% in third quarter of 2021. The sequential increase was driven by Endpoint IC product margins, specifically the richer mix of specialty and industrial IC. The year-over-year increase was driven by higher Endpoint IC product margins from both the specialty and industrial IC mix and a larger Impinj M700 mix, partially offset by decreased sales of fully reserved inventory. Total third quarter operating expense was $29 million, compared with $28.8 million in second quarter of 2022 and $24.4 million in third quarter of 2021. Research and development expense was $14 million. Sales and marketing expense was $7.4 million. General and administrative expense was $7.7 million. We expect similar total operating expense in the fourth quarter. Third quarter adjusted EBITDA was $9.8 million, compared with $3.8 million in second quarter of 2022, and a loss of $400,000 in third quarter of 2021. Third quarter adjusted EBITDA margin was 14.3%. Third quarter GAAP net loss was $2.2 million. Third quarter non-GAAP net income was $9.3 million or $0.34 per share on a fully diluted basis. Turning to the balance sheet. We ended third quarter with cash equivalents, and investments of $201.1 million, compared with $183.7 million in second quarter 2022, and $113.3 million in third quarter 2021. Inventory totaled $31.9 million, down slightly from the prior quarter. Third quarter net cash provided by operating activities was $14.5 million. Property and equipment purchases totaled $2.3 million. Free cash flow was $12.2 million. Before turning to our fourth quarter guidance, I want to highlight a few items unique to our results and outlook. First, third quarter gross margins exceeded expectations due primarily to the favorable shipment timing of specialty and industrial Endpoint IC. Looking forward, we anticipate gross margins to stabilize in the 53%-54% range as Endpoint IC mix normalizes, at least until further 300mm innovations create opportunities for gross margin accretion. Second, we currently anticipate receiving a meaningful quantity of wafers late in the fourth quarter that are scheduled for early first quarter customer shipping. That balance sheet timing will mask the fact that our shippable supply remains extraordinarily weak. Third, equipment delivery timing has resulted in lower than expected capital expenditures year to date. Despite some catch up in fourth quarter, we now anticipate our 2022 CapEx will fall below 2021. Regardless, we have sufficient Endpoint IC post-processing capacity that the equipment delays will not impact our ability to grow 2023 Endpoint IC shipments. Finally, as wafer upsides from our foundry partner continue layering in, we foresee increasing Endpoint IC shipments, driving mid to high single-digit sequential Endpoint IC revenue growth in fourth quarter 2022 and again in first quarter 2023. Turning to our outlook. We expect fourth quarter revenue between $71.5 million and $73.5 million, compared with $52.6 million in fourth quarter 2021, a 38% year-over-year increase at the midpoint. We expect Adjusted EBITDA between $9.8 million and $11.3 million. On the bottom line, we expect non-GAAP net income between $9 million and $10.5 million, reflecting non-GAAP fully diluted earnings per share between $0.32 and $0.37. In closing, I want to thank the Impinj team for your outstanding execution this quarter, particularly in driving operating leverage, one of our key financial objectives. Back in 2020, we committed to returning to Adjusted EBITDA break-even. We have now delivered four consecutive quarters of positive Adjusted EBITDA, with third quarter 2022 setting a new record. Looking ahead, I see opportunities for continued operating leverage improvement. Even as we continue investing in our business, we now turn our focus to our next goal, generating consistent free cash flow. I look forward to ongoing progress towards that goal. I will now turn the call to the operator to open the question- and- answer session. MJ? Thank you. We will now begin the question- and- answer session. To ask a question, you may press star then one on your touch-tone phone. If you are using a speakerphone, please pick up your handset before pressing the keys. If at any time your question has been addressed and you would like to withdraw your question, please press star then two. As a courtesy to others, we ask that you limit yourself to one question and one follow-up. If you have additional questions, please re-queue, and we will take as many questions as time allows. At this time, we will pause momentarily to assemble our roster. The first question today comes from Mark Lipacis from Jefferies. Please go ahead. Hi. Thanks for taking my questions and congrats on executing on the supply. On the question of supply going forward, you know, aside from the strategy of just waiting for more wafers to become available, could you just frame out, like, what are the realm of possibilities to get supply on a more consistent basis? As a follow-up to that, maybe Cary, if you could just talk about, I mean, the industry. You know, there's some people who believe that the industry is gonna go into an inventory correction, and we're gonna have capacity loosen up a lot in the first half of next year. Often that's followed by a restocking cycle, and we get tight capacity again. I'm wondering, you know, how much working capital would you consider putting to building inventories? I guess you have around 90 days. Would you consider 180 or, you know, three quarters of a year of inventories just to kind of make your customers feel better that you have the ability to supply them and hit that upside? Those are the two questions. Thank you. Thank you, Mark. This is Chris, I'll start. In the timeframe that we're talking about here, over the next couple of quarters, our supply opportunity is to work closely with our foundry partner to generate additional supply as it frees up and as they're able to deliver more wafers. They deliver more wafers both from their Their fabs exceeding their capacity plans, as well as from any demand shortfalls from other customers and other industries. We are positioned to take as those wafers become available. We've seen modest upsides already. We expect or we hope to continue seeing modest upsides, and depending on how the market goes, you know, we will take what we can get from our foundry partner. We work closely with them, and we believe we are prioritized for that upside. Even with our current supply visibility, or that visibility supports Endpoint IC unit volume growth in fourth quarter 2022 and in 2023. In terms of our ability to take and how much we take and kind of the inventory build, which is what you're getting at, if supply becomes more available, I'll turn it over to Cary. Yeah. Mark, thanks for the question. Yes, if we were to have the opportunity to rebuild supply, we absolutely would. We're very lean, particularly on our finished goods. We're effectively producing units and shipping them out within the following weeks. We would build supply. I'm not worried about building the supply because our products have incredibly long life cycles. Our Monza 4 was introduced more than 10 years ago, it's increasing volumes this year. Our Monza R6, R6P were introduced more than five years ago, and they're still growing volumes this year. There is a long product life cycle that gives us the flexibility to add inventory. Now, I see the same reports that you are, and I'm hopeful that supply will break free for us. Currently, I'm not modeling inventory build this year. I don't see us getting enough incremental supply to first satisfy the demand that's in the market and then be in a position to build inventory. Mark, this is Chris. I'll just add, you know, during the depths of the pandemic, we built many billions of units of inventory. In fact, what was considered at that time an outsized inventory build. We burned through that inventory essentially in two quarters. We've been short ever since, and I will say that we learned from that situation, especially as Cary said, given the long life of our products, and given the opportunity to build inventory this time around, we'd like to do so again. We are looking at all of our options for supply, but in the timeframe that you're talking about, like I said, the opportunity here is to work closely with our existing foundry partner. Great. Thank you. Very helpful. The next question comes from Jim Ricchiuti of Needham & Company. Please go ahead. All right. Thanks. Good afternoon. I'm wondering, as you look at the two areas of the business where you're clearly constrained, you know, which part normalizes first, in terms of the supply challenges, you know, based on the conversations that you're having? Yeah. Thanks, Jim. Yes, we're constrained on both sides of our business, on the systems side and on the Endpoint IC side. Obviously predicting the future here is very difficult. I'm going to hazard a guess that we will probably see the systems supply free up earlier because we are so far behind in terms of our Endpoint IC supply demand imbalance that we've got a lot of catching up to do. At the same time, you know, we are seeing system components gradually start to free up. My expectation would be looking forward that we will see systems normalize before the Endpoint ICs do. That's an expectation based on today's facts, and of course, the situation on the ground could change at any time. Got it. The follow-up question I have just relates to that, Chris, and this really comes down to, I guess, you're beginning to enter your normal end-of-year price negotiations. I wonder, you know, how would you think about the, you know, your leverage, frankly, as you go into this process? It sounds like, you know, you're in a pretty good position for a second year in a row now, or a third year. Yeah. Jim, I'm gonna say a few words there and then turn it over to Jeff and/or Cary. We are currently looking at continued price increases from our foundry partner. We are looking, of course, at continued, constrained supply and strong market demand. That's the situation in front of us right now. Of course, at the same time, we want to deliver into the opportunity and grow those market opportunities as much as we can. Cary, why don't you say a little bit about our integrity of our margin model, and then Jeff, anything you would like to add on kind of the dynamics in the fourth quarter. Yeah, certainly. Jim, our foundry partner has signaled another round of price increases beginning in 2023. You should expect us to handle those the same way we did on the previous round of price increases. We will look to pass those costs on to our customers in a way that maintains the integrity of the margin model. This is Jeff. I think the only other thing I would add is that, you know, in the context of this extended supply constraint, we have been working very closely, and very hard on behalf of our partners and their efforts on behalf of their end customers. To optimize the supply that is available into the market, and that has been the primary focus of our engagement with our partners as opposed to typical fourth quarter, end of year, pricing negotiations. Our conversations continue to be supply focused and focused on optimizing end customer outcomes to help service programs that have already deployed as well as to plan for the activation of new programs when the supply outlook improves. As Cary said, we continue to work closely with our partners with respect to cost passthroughs as our costs increase to pass those through effectively to our partners and customers. Got it. Thanks. I'll rejoin the queue. Okay. Thank you, Jim. The next question comes from Mike Walkley of Canaccord Genuity. Please go ahead. Great. Thanks for taking my questions, and congrats on the strong execution again. I guess, Chris, my question is just digging a little more to, you know, Impinj Authenticity. Yeah. How should we think about that recurring revenue, you know, the opportunity, how you might place it, you know, in trial time with customers and when it might start to impact the financial model? Thank you, Mike. Impinj Authenticity is our first platform offering, really. It's end-to-end platform offering comprising essentially every element of our platform, and it expands our total revenue opportunity from Endpoint ICs to include cloud services. You know, the Endpoint IC revenue opportunity is, of course, meaningful. The systems revenue opportunity is meaningful. At the same time, we spent years building a cloud service from which we will monetize authenticating items. Given that it's really a new offering, this idea of bringing cryptographic authentication to everyday items, it's too early to model significant 2023 revenue. We will keep you and our investors and everybody else updated as we make progress on this opportunity and as we make progress in different verticals. As of right now, we're really excited about the launch, excited about what we brought to market here, and really energized by the opportunity in front of us. We've been working on it for a long time. Expect us to push it really hard into market, and I personally have a lot invested in this one. You know, I've talked about it for quarters, and I am absolutely thrilled that we were able to launch it. Mike, this is Jeff. Just a couple of observations or insights from the market. I have the opportunity to engage with executives of sector-leading enterprises, and the topic of brand value has been a consistent focus and priority. We talk a lot about how they create and lose value associated with their brand, and counterfeits are clearly a very significant value erosion situation. We're very excited to be able to come to those conversations with the Impinj Authenticity solution engine, which enables our partners to craft a whole new category, a whole new approach to improving the authenticity of everyday items. We're already beginning to get expressions of interest to begin to build the pipeline. We're seeing interest not only in apparel and footwear as we anticipated, but also in other sectors, including pharmaceutical, building materials, and many, many more. This is a long-term opportunity. We hope to create a new growth vector for Impinj, and we look forward to updating you in subsequent quarterly earnings calls. Great. Yeah. Look forward to the updates and congrats on getting it launched. I guess from my follow-up question, just for Cary, you know, it's really great to see the inflection point in the model over the last two quarters and I guess three based on your guidance. Is there any way to think about Adjusted EBITDA and free cash flow margins going forward? Is the back half of this year a fair way to be thinking about future years, or is this above, you know, where you might be in future years given investments you plan to keep making in the business? Yeah. Thanks for the question. I think the back half of the year is a good starting point in the near term. We expect additional leverage in our model, and we will continue to drive that. There will be incremental investment in our business. We see the opportunity in front of us as massive, and we're going to invest in front of that opportunity. You should assume most of that investment is in the R&D line. As you think about your long-term models, assume that we will grow R&D at roughly the same rate as revenue. On the sales and marketing line, there is investment required to be sure, but we have a strong network of partners that we leverage to take our products to market, both on the Endpoint IC side and the system side. While there will be continued investment in sales and marketing, it won't have to be at the same rate of revenue growth. You know, clearly, there will be leverage in the G&A side. As you look in the very near term to Q1, recall that last year we made the decision to transition our management bonus from 100% stock to 50% stock and 50% cash, with the cash component impacting our non-GAAP OpEx. You should expect us to take that the next step to 100% cash beginning in 2023. That, along with the payroll tax resets that always occur at the beginning of the year, the heavier audit fees, I'm expecting a step-up in OpEx in Q1. That's very helpful. Thanks. Thanks for all that detail. Thank you, Mike. The next question comes from Troy Jensen with Lake Street Capital. Please go ahead. Hey, gentlemen. First off, congrats on the sustained outperformance. Thanks, Troy. Thank you, Troy. Hey, how about, Cary, just to challenge you a little bit on kind of the gross margin guidance for Q4, 53%-54%. Laughing already. The last time you were there was, you know, a year ago, and you were doing $45 million in revenue, right? Now you're talking, you know, $72.5 million. I get, and I know you're probably gonna say specialty and industrial IC sales were strong or unseasonably strong, but seems like that's a recurring problem for you guys. Can you just talk us through how gross margins get to 53%-54%? Yeah. You're right, Troy. The biggest impact has been the specialty in industrial ICs. This quarter was a little bit different in that part of it was demand timing. We had orders that we had planned for or modeled in Q4 that our customers requested in Q3. There's a little bit of a pull-forward effect. That being said, the level that we are modeling in Q4, that is the basis for our 53%-54% normalized gross margin. I look at a preliminary modeling for 2023, and I see that as a consistent quarterly level looking into 2023. That gives me confidence that at least at this moment, I think some of that, the nuance that's been created, the very good nuance to be clear, that's been created on the specialty and industrial is behind us at this point. You will note in our guide, what's embedded in there, assuming the similar OpEx, is that I'm modeling at the high end of that 53%-54% range again. I think that's the right spot for us right now. I think Endpoint IC mix is normalizing. We're not done there. There's more opportunity for accretion as we continue innovating on our 300mm product line. Got it. Okay. Now with this, my follow-up, can you just talk about wafer supply diversification? Are there anything you guys are doing to try to, you know, spread out the wafer production? Yeah, Troy, as I mentioned a little bit earlier, at least in the timeframe we're talking about over the next couple of quarters, our opportunity is to work closely with our existing foundry partner for the new products that we had spent so much time developing with them and launching with them, and to focus on working with them to get wafer upside, to basically drive our position, our supply into the market. As Cary noted, there are opportunities for some gross margin accretion as we continue to advance our 300mm product portfolio. Along those lines, there's opportunities to increase the number of die per wafer, and potentially get some more IC supply that way. In the timeframe we're talking about the opportunities with our existing foundry partner. All right. Understood. Keep up the good work, gentlemen. Thank you, Troy. Thanks, Troy. Again, if you have a question, please press star then one. The next question comes from Scott Searle of ROTH Capital, please go ahead. Hey, good afternoon. Thanks for taking my questions. Nice job on the quarter again, guys. Thanks, Scott. Chris, maybe diving into 2023, you've given some color as it relates to some of the customers that you talked about in the past, your European visionary customer, large logistics in North America, etc. I'm wondering if you could talk a little bit more about what else is in the pipeline as opposed to some of the existing customers. What use cases are getting pulled forward, and how should we think about, you know, the mix of the end verticals as we get into the end of 2023? Yes. Scott, thanks for the question. I obviously can't talk about specific customer opportunities, specific ones looking at 2023 above and beyond what we've spoken about already. However, I will say that we are looking at retail expanding beyond apparel to general merchandise, which I think you're well aware of. That general merchandise opportunity is really large. I mean, it's large. It's much larger than the retail apparel opportunity overall. We do see growth, and you can kind of hear it in other calls from other executives from other companies associated with the supply chain and logistics opportunity, and we expect to see large Endpoint IC volumes turning to 2023 and beyond, so that supply chain and logistics opportunity. There is a food opportunity which we generally include in supply chain and logistics for now because most of that food opportunity is associated with shipments rather than. I say most, not exclusively, but most is associated with shipments. We're including food opportunity in supply chain and logistics, which even makes the supply chain and logistics opportunity even larger. Jeff spoke to associated with Impinj Authenticity, the opportunity in pharmaceuticals and medical devices. If I layer all of those together, the opportunity in front of us is far, far larger than the opportunity that we in the industry have already achieved. You know, our industry as a whole is still sub 1% penetrated in a gigantic market. We are seeing that market open up in multiple verticals, and we're truly excited about the future staring into 2023 and beyond. Great. Very helpful. Scott, this is Cary. As you think about the pacing of the quarters, first with Endpoint IC, I mentioned in my prepared remarks that we're expecting mid to high single-digit growth on Endpoint IC revenue in Q4 and again in Q1. We are expecting growth overall in Endpoint ICs based on the current supply that we have, but at the end of the day, we are still gonna be supply limited, not demand limited throughout 2023 for Endpoint ICs. On the systems side, I signaled flat systems revenue going into Q4 because of reader component shortfalls, not because of demand. I believe those reader component shortfalls persist through the first half of 2023. The other factor that you should consider in 2023 as it relates to systems is the large loss prevention deployment with the visionary European retailer. That project will continue generating meaningful revenue for at least the next two quarters as we complete this phase of the project. This deployment is going very well, and there are opportunities from both a store and a brand perspective to win more business with this customer, and we're gonna have to balance those opportunities, the customer's timing desires, as well as those component availability as we manage our systems business into the second half of 2023. Great. Very helpful. Lastly, if I could, just to follow up on Mike's earlier question on Impinj Authenticity. I know it's early days, but in terms of the model, how are you guys thinking about it? Is it a subscription-based model? Is it a per unit model or a usage model? What are the early thoughts on that front? Thanks. Scott, we are actively engaging right now with partners in terms of the details in that model. Different verticals and different use cases will have different needs. I think you should really be thinking about us focusing on generating recurring revenue from that authentication opportunity and pushing forward with different models, subscription, per, you know, per-use click, and others depending on the needs of the particular segment and particular end user. The key to us is that we're going to be generating recurring revenue from the Endpoint IC, from the service, both of them together, and linking the entire thing to the Impinj platform as an entire complete platform offering that's exclusive to the Impinj platform, and that's where the excitement for us really comes in. Great. Thanks so much. Thank you. This concludes our question- and- answer session. I would like to turn the conference back over to Chris Diorio, Co-founder and CEO, for any closing remarks. Thank you, MJ. I'd like to thank you all for joining the call today, and I hope you and your loved ones are and remain safe and well. Thank you very much. Bye-bye. The conference is now concluded. Thank you for attending today's presentation. You may now disconnect.