Impinj (PI) 2026财年第三季度业绩电话会议:营收创历史新高,终端IC需求强劲
Impinj公布2026年第三季度营收达1.121亿美元,创历史新高,同比增长17%,环比增长3%。终端芯片营收达9730万美元,同比增长24%。需求增长受M800、定制ASIC转换及具韧性的零售业务支撑。管理层预计第四季度营收为1.04亿至1.07亿美元。由于后道产能吃紧,公司计划持续提升产能并增加资本支出。
核心要点
- Impinj公布2026年第三季度营收创历史新高,达到1.121亿美元,同比增长17%,环比增长3%,且本季度不含授权收入。
- 终端芯片营收创下9730万美元的历史新高,同比增长24%。剔除第二季度1700万美元的授权收入后,终端芯片产品营收环比增长23%。
- 需求增长受到M800、某供应链与物流客户的定制ASIC转换、具韧性的零售业务活动、灯塔客户以及Gen2X发展势头的支撑。
- 尽管预计终端芯片和系统营收均将出现环比下滑,管理层仍指引第四季度营收为1.04亿至1.07亿美元,按中值计算相当于同比增长14%。
- 在共享的后道工序中,半导体后道产能依然吃紧。Impinj计划至少在未来两个季度继续维持高水平的产能提升,并预计资本支出将在2027年第一季度增加。
- 软件仍处于测试阶段,尚未产生实质性营收。管理层预计首批全面对外推向市场(GA)的版本将在几个月内发布,而2027年早期的营收贡献预计较为有限。
核心财务业绩
| 指标 | 2026年第三季度 | 变动 / 点评 |
|---|---|---|
| 营收 | 1.121亿美元 | 环比增长3%,同比增长17%;创季度历史新高 |
| 终端芯片营收 | 9730万美元 | 环比增长1%,同比增长24%;创季度历史新高 |
| 系统营收 | 1480万美元 | 环比增长23%;同比下降15% |
| 毛利率 | 54.9% | 对比2026年第二季度的60.9%和2025年第三季度的53.0% |
| 运营费用 | 3700万美元 | 对比第二季度的3530万美元和上年同期的3180万美元 |
| 调整后EBITDA | 2450万美元 | 利润率为21.9% |
| GAAP净利润 | 470万美元 | — |
| Non-GAAP净利润 | 2210万美元 | 稀释后每股收益为0.69美元 |
| 自由现金流 | 2060万美元 | 资本支出为500万美元 |
| 现金、现金等价物及投资 | 2.283亿美元 | 对比第二季度末的2.637亿美元 |
| 库存 | 8340万美元 | 环比减少810万美元 |
除非另有明确说明,业绩电话会议中讨论的盈利能力指标均为Non-GAAP标准。
业务与运营表现
终端芯片表现强劲,主要得益于M800的需求、一家大型供应链与物流终端用户的定制ASIC转换,以及一家欧洲零售客户的强劲需求。管理层表示,第三季度终端芯片订单保持强劲,订单出货比高于1,部分客户甚至已开始预订2027年第一季度的订单。
在企业对合作伙伴阅读器需求的推动下,阅读器芯片营收超出公司预期,成为增长最快的产品线。Impinj预计第四季度终端芯片和阅读器芯片营收均将实现强劲的同比增长,其中包括适度特种终端芯片营收的回升。
系统营收得益于阅读器、网关及其他产品线的普遍强劲表现。目前灯塔客户贡献了Impinj平台总营收的20%以上。不过,预计这些客户将在第四季度减少阅读器和网关库存,同时某一企业部署项目的实施时间已推迟至2027年。
在食品应用领域,Impinj在补货和库存管理方向各新增了一家大型新客户。管理层特别指出了克罗格(Kroger)烘焙业务试点项目的成效:库存盘点速度提高近70%,损耗降低50%,销售额提升约200个基点,品类份额增加近50个基点。
公司的软件在灯塔客户中仍处于公测阶段。Impinj意图将其作为涵盖终端芯片、阅读器芯片、阅读器、网关和软件的整合平台的一部分来实现变现,而非仅将其视为独立产品。
管理层业绩指引
| 2026年第四季度业绩指引 | 区间 / 前瞻 |
|---|---|
| 营收 | 1.04亿至1.07亿美元 |
| 调整后EBITDA | 1920万至2070万美元 |
| Non-GAAP净利润 | 1760万至1910万美元 |
| Non-GAAP稀释后每股收益 | 0.55至0.60美元 |
营收中值意味着相比2025年第四季度的9280万美元,同比增长14%。
管理层预计终端芯片营收将较第三季度小幅下降,但仍好于典型的季节性表现。由于项目推进时点和客户消耗库存,系统营收预计也将环比下降。
受M800产品组合及高毛利特种芯片营收的支撑,毛利率预计将环比提升约100个基点。运营费用预计将环比增加。
展望2027年,管理层预计在2025年和2026年支出较低之后,资本密集度将回归其长期模式。公司还预计,在随企业部署扩大规模之前,早期的软件营收将较为有限。
风险与关注事项
- 共享的晶圆后道处理产能(包括减薄、凸块、切割和测试)吃紧,不过管理层表示晶圆供应充足。
- Impinj必须在接下来的多个季度中继续扩大后道吞吐量,以满足客户需求。公司计划加大投资以掌握更多后道工序,并实现生产基地的多元化。
- 第四季度系统营收将受到企业项目时间推迟以及灯塔客户去库存的影响。
- 由于渠道库存能见度有限,Impinj在2025年第一季度和2026年第一季度经历了15%左右的终端芯片营收环比下滑。管理层表示,定制芯片目前提供了更好的能见度,但也坦言2027年第一季度的执行力仍需验证这一改善。
- 投入成本正在上涨。公司表示,对于无法通过工程变更进行抵消的成本上涨部分,可能会将其转嫁给客户,以保护其毛利率模型。
- 软件仍处于公测阶段,在全面商业化推向市场前需要进行企业级强化。
分析师问答亮点
管理层将第四季度终端芯片好于往常的季节性表现归因于零售、供应链与物流、食品以及M800的广泛需求,而非依赖单一客户或终端市场。特种芯片营收的回升也对前瞻构成了支撑。
第四季度系统业务放缓主要反映了某一企业部署项目进度的调整。管理层预计该情况将在2027年早期出现逆转,并表示第一季度系统营收可能与上季度基本持平,而非出现典型的季节性下滑。但这并非正式的第一季度指引。
在供应方面,Impinj澄清瓶颈在于后道处理而非前道晶圆生产。在公司拥有自有设备的工序上,公司拥有充足的产能;而在共享的外包工序上,产能依然吃紧。
管理层表示,市场机遇正拓展至其第二家北美大型物流客户之外。公司还看到了在该客户的第三方物流部署中提供支持的潜力,这有望带来对终端芯片及更广泛解决方案的需求。
针对数字产品护照(Digital Product Passport)倡议,管理层表示RAIN已被批准为数据载体,并预计随着2029年实施期限的临近,相关业务活动将会增加,从重要性来看,零售服装领域将率先发力。
业绩电话会议完整文字记录
完整财报电话会议逐字稿
管理层陈述
Operator
Welcome to the Impinj Third Quarter 2026 Financial Results Conference Call and Webcast. [Operator Instructions] Please also note today's event is being recorded.
At this time, I'd like to turn the floor over to Mr. Andy Cobb, Vice President, Corporate Finance and IR. Please go ahead.
Andrew Cobb
Thank you, Jamie. Good afternoon and thank you all for joining us to discuss Impinj's third quarter 2026 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 financial results and fourth quarter outlook. We will then open the call for questions. You can find management's prepared remarks, plus trended financial data, on the company's Investor Relations 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. Whereas 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. All balance sheet and cash flow metrics, except for free cash flow, 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 2026 BMO Technology and Innovation Leaders Conference on November 12 in New York, the 30th Annual UBS Global Technology and AI Conference on December 2 in Scottsdale, the Barclays 24th Annual Global Technology Conference on December 9 in San Francisco and the 29th Annual Needham Growth Conference on January 13 in New York. We look forward to connecting with many of you at these events.
I will now turn the call over to Chris.
Chris Diorio
Thank you, Andy, and thank you all for joining the call. Our third quarter results were strong, with endpoint IC revenue and unit volumes, as well as total revenue, all setting new quarterly records. M800's market strength, resilient retail demand, growth at our lighthouse accounts and Gen2X momentum all contributed to the record results. Looking forward, we see those trends continuing.
Starting with silicon, M800 demand, the custom ASIC conversion at our supply chain and logistics end user and strength at our visionary European retailer anchored our strong unit volume growth. We met, but were unable to get ahead of, market need, despite us ramping our back-end wafer post-processing throughput as quickly as we could. We will continue ramping our back end at an elevated pace for at least the next 2 quarters to meet the growing demand. With strong support from our wafer foundry partner, we remain confident in our ability to deliver.
Reader IC revenue also beat our expectations and was our fastest-growing product line, driven by enterprise pull for partner readers. Looking to the fourth quarter, we anticipate strong year-over-year unit volume and revenue growth for both endpoint and reader ICs, including returning specialty endpoint IC revenue.
Turning to solutions, today's revenue still derives primarily from hardware sales. Our software is in beta at our lighthouse accounts and not yet generating meaningful revenue. That said, the enterprise need for our software is acute, with very tight end-user-driven delivery schedules confirming our conviction in the long-term software opportunity.
Third quarter reader and gateway revenue was strong, led by sales into those lighthouse accounts. We expect those accounts to burn down reader and gateway stock in the fourth quarter, so despite us having a strong pipeline, fourth quarter deliveries will not see the typical seasonal step-up. Looking into 2027, we expect that timing to reverse. Even as we invest in and drive solutions in and beyond our lighthouse accounts, I encourage you to not lose sight of the fact that our solutions efforts at those accounts generate sustained sales across our entire platform, today contributing more than 20% of our total revenue.
Turning to food, as we highlighted last quarter, there are 4 distinct types of food programs: store replenishment, in-store inventory, loss identification and automated self-checkout. The third quarter added a large new logo in replenishment and another in inventory. We are closely engaged with the former on operational improvements for reduced out-of-stocks and food spoilage. Although it is still early days, we expect the solution to require our entire platform.
And for those of you who may have missed Kroger's recent Investor Day, their bakery pilot delivered nearly 70% faster inventory counts, 50% lower waste, approximately 200 basis points of sales lift and nearly 50 basis points of share gains in the category. With trusted item-level data, in our parlance Physical Intelligence, Kroger is creating a better store routine with lower waste, higher availability and more sales.
We launched physical intelligence in September, spotlighting how our platform provides real, trusted item data to enterprise AI systems. Physical Intelligence tells enterprises what items they have and when and where the items are moving, enabling the enterprises to take action and, by learning from those actions, improve their business outcomes.
Building on that launch, I'm thrilled to announce that Aileen Ryan, the outgoing President of the RAIN Alliance, will join us on December 1 as Chief Commercial Officer. In her 4 years leading the Alliance, Aileen built deep ecosystem and enterprise connections that will serve us well. She also brings 20-plus years of engineering and leadership experience at technology companies. Aileen will lead lighthouse account success as well as our solutions go-to-market, including partnerships and whole solutions delivery. She will partner closely with Gahan Richardson, now EVP of Product Management, and Carl Brasek, our SVP who leads go-to-market for our endpoint and reader ICs, readers, gateways and solution engines.
In closing, our strong market and product leadership, solutions focus and enterprise engagements continue driving record results. Our secular growth opportunity in retail, supply chain and logistics, food and a long tail of other applications continues expanding. Our solutions pipeline also continues growing, with exciting emerging opportunities in food. As we continue driving our bold vision, I remain confident in our market position and energized by the opportunities ahead.
As always, before I turn the call over to Cary for our financial review and fourth quarter outlook, I'd like to thank every member of the Impinj team for your tireless effort. I feel honored by my incredible good fortune to work with you. Cary?
Cary Baker
Thank you, Chris, and good afternoon, everyone. Third quarter revenue was a record $112.1 million, up 3% sequentially from $108.4 million in second quarter 2026 and up 17% year-over-year from $96.1 million in third quarter 2025. Notably, this quarter's revenue exceeded last quarter's record and did so without the benefit of licensing revenue.
Third quarter endpoint IC revenue was a record $97.3 million, up 1% sequentially from $96.4 million in second quarter 2026 and up 24% year-over-year from $78.8 million in third quarter 2025. Excluding the $17 million second quarter licensing revenue, endpoint IC product revenue grew 23% sequentially, exceeding our expectations. Looking forward, we expect a modest sequential decline in fourth quarter endpoint IC revenue, yet on the favorable side of typical seasonality.
Third quarter systems revenue was $14.8 million, up 23% sequentially from $12 million in second quarter 2026 and down 15% year-over-year from $17.3 million in third quarter 2025. Systems revenue exceeded expectations, with strength across all product lines. Looking forward, we expect fourth quarter systems revenue to decline sequentially for the reasons Chris cited.
Third quarter gross margin was 54.9%, compared with 60.9% in second quarter 2026 and 53% in third quarter 2025. The sequential decline was driven primarily by licensing revenue. The year-over-year increase was driven primarily by endpoint IC product mix, specifically a higher contribution from M800. Excluding the licensing revenue, third quarter product gross margin increased 130 basis points sequentially, driven primarily by M800. Looking forward, we expect fourth quarter gross margin to again increase sequentially, driven primarily by specialty ICs and M800.
Total third quarter operating expense was $37 million, compared with $35.3 million in second quarter 2026 and $31.8 million in third quarter 2025. Operating expense met expectations. Research and development expense was $21.5 million. Sales and marketing expense was $7.6 million. General and administrative expense was $7.9 million. Looking to the fourth quarter, we expect operating expense to increase sequentially.
Third quarter adjusted EBITDA was $24.5 million, compared with $30.7 million in second quarter 2026 and $19.1 million in third quarter 2025. Third quarter adjusted EBITDA margin was 21.9%, well within the long-term range we provided at our 2023 Investor Day.
Third quarter GAAP net income was $4.7 million. Third quarter non-GAAP net income was $22.1 million, or $0.69 per share on a fully diluted basis.
Turning to the balance sheet, we ended the third quarter with cash, cash equivalents and investments of $228.3 million, compared with $263.7 million in second quarter 2026 and $265.1 million in third quarter 2025. Inventory totaled $83.4 million, down $8.1 million from the prior quarter.
Third quarter capital expenditures totaled $5 million. Free cash flow was $20.6 million.
Before turning to our guidance, I want to highlight a few items specific to our results and outlook. First, in September, when our 1.125% convertible notes due May 2027 became callable, we opportunistically repurchased $56.3 million aggregate principal using a mix of cash and shares. This repurchase highlights our ongoing commitment to minimize dilution, in this case by roughly 300,000 shares, as we reduce our convertible debt.
Second, we elected cash settlement for our capped call that matures in fourth quarter 2026, increasing our flexibility to opportunistically manage our remaining convertible debt. We now include the value of that asset, roughly $49 million, on our third quarter balance sheet as a current asset.
Third, as Chris highlighted, our growing endpoint IC demand requires additional back-end investment, specifically focused on throughput, site diversification and capacity. We expect capital expenditures to step up in first quarter 2027, with overall 2027 capital intensity back in line with our long-term model after lower spend in 2025 and 2026.
Finally, after a multi-year drought, we anticipate modest specialty endpoint IC revenue in fourth quarter and into 2027. That revenue is gross-margin accretive.
Turning to our outlook, we expect fourth quarter revenue between $104 million and $107 million, compared with revenue of $92.8 million in fourth quarter 2025, a year-over-year increase of 14% at the midpoint. We expect adjusted EBITDA between $19.2 million and $20.7 million. On the bottom line, we expect non-GAAP net income between $17.6 million and $19.1 million, reflecting non-GAAP fully diluted earnings per share between $0.55 and $0.60.
In closing, I want to thank the Impinj team, our customers, our suppliers and you, our investors, for your ongoing support.
I will now turn the call to the operator to open the question-and-answer session. Jamie?
Operator
[Operator Instructions] Our first question today comes from Harsh Kumar from BMO.
分析师问答
Harsh Kumar
First of all, congratulations. Awesome guidance, awesome results. Chris, I wanted to better understand, maybe some more details on the driver for significantly less-than-normal seasonality. I mean, historically, you're down 5% to 10%, and I just wanted to understand which particular segments or, maybe if you want to get into it, which particular customers might have driven the better-than-normal seasonality. And then I've got a follow-up.
Cary Baker
Yes. Harsh, this is Cary. I think I'll actually take that one.
Chris Diorio
Actually, I'm going to start by saying thank you for your comments, Harsh. Now go ahead, Cary.
Cary Baker
Okay, Harsh. So our endpoint IC bookings strength continued in Q3, not quite at the level of Q1 and Q2 where we set a record and then reset the record, but still very strong with a book-to-bill greater than one. We see several drivers of that strength. First, after a prolonged period of softness, we continue to see encouraging signs from retail. New programs continue rolling, existing programs continue expanding, the retail consumer remains resilient and retail sales overall continue to be growing.
And then second, in supply chain and logistics, our second large supply chain and logistics customer conversion to the custom IC was essentially completed in the third quarter, and we still have the international expansion on the horizon. So all of those factors are leading in. I think the other thing that I would add to the strength on Q4 revenue guide and being at the more favorable end of seasonality is we're also seeing the specialty IC revenue return, and we haven't had that in a while. It's modest, but it is certainly helping that equation.
Chris Diorio
I'll just say a little bit more, Harsh. You also asked what segments, and as Cary mentioned retail, it's kind of broad-based as well. We see strength in supply chain and logistics, growing opportunities in food as well as M800 market strength. So there's not one particular area I can point you directly to. It's a broad-based demand.
Harsh Kumar
And guys, congratulations on, I think you added 2 new customers that you talked about in food, and I think new logos is what you said. So maybe you could help us understand the size and the scope of these customers relative to the ones you're dealing with now.
Chris Diorio
Yes, Harsh, I'd say that the 2 logos are 2 logos. I didn't directly cite them as both customers. Both are pretty early. One of them we're engaged directly with. They are of the same size and magnitude as the existing ones that we have mentioned publicly or that you know about publicly. I can't cite their name or what we're doing with them, but it is a direct solutions engagement to solve some of their problems on replenishment and food freshness. So we're excited about that opportunity. It's very early days, but we believe that solving their problems will be a whole solutions play for us and will require our entire platform.
So more on that opportunity as we get going. It's obviously very early days, but exciting and corroborates the overall food opportunity that we see expanding. Huge opportunity. The bigger they are, the slower they end up ramping, but with all the logos in food now that are engaging, we feel really positive about the food opportunity next year and beyond.
Operator
Our next question comes from Jim Ricchiuti from Needham & Company.
James Ricchiuti
I just wanted to get -- hopefully get a better understanding of what you're seeing in terms of the reader and gateway portion of the business. You talk about strong sales in Q3. Were there pull-ins that occurred? Because it sounds like we're not going to see the normal seasonality in Q4. I don't know, maybe if you could just spend a moment on what may be transpiring in that part of the business.
Cary Baker
Yes. Jim, this is Cary. Thanks for the question. I think the biggest thing that we're seeing in Q4 systems guide is that project timing has shifted a couple programs to the right that we previously expected in the fourth quarter. Systems was strong in Q3 across all of our product lines, and that really goes to the broad strength that Chris was highlighting earlier. But the gap in Q4 is the project timing of one of our enterprise deployments.
As you think about seasonality, we're not going to hit the typical seasonal lift in Q4, but I think that reverses course in the first part of 2027. And where we typically are down in the first quarter of 2027, we may be more flattish in the first quarter because of that timing reversal.
Chris Diorio
Jim, I'd like to say one more thing about systems. The way I think about our systems business is that it's the anchor that allows us to win enterprises and with those wins, drive endpoint IC share, Gen2X pull and going forward, gives us an opportunity to drive software sales.
James Ricchiuti
Okay. Thanks for clarifying that as well. And maybe just need some additional clarification. When you say you were unable to get ahead of the market needs, are you saying that you would have been able to ship more product had it not been for some of the challenges at the back-end post-processing part of the business? What -- I'm not entirely clear on what happened there, if that -- if you could spend a moment on that.
Chris Diorio
Yes, I'm happy to, Jim. If you look at my prepared remarks, I said that our back-end ramp is at least a 3-quarter effort, the Q3 that we just went through and the 2 quarters ahead. I also said we see market demand continuing. So I encourage you to think about not just 1 quarter, but rather about us meeting our customers' multi-quarter supply needs and growing in market with them. So we're looking across at least 3 quarters and pacing our deliveries to meet the customer need, but making sure that we meet the customer need so we can grow in market.
And I guess while I have the chance here, I'm going to say just a little bit more there to drive some clarity about the back end. So we have sufficient capacity in the back-end semiconductor processing steps where we own the equipment. Our shortcoming, or kind of where we're struggling to get capacity, is in the shared process steps where we buy that capacity. So we're getting good support from our post-processors, no complaints there, but capacity in those steps is just tight because of the overall semiconductor market. So we're also investing to own some of those process steps, which is where Cary said that we're going to be -- I mean, our capital spend is going to increase going forward in line with our long-term model, whereas it has been down for the past 2 years.
Operator
Our next question comes from Chris Rolland from Susquehanna.
Christopher Rolland
And yes, just following up on the supply side of things. So just to be clear, are you talking about front-end capacity and owning...
Chris Diorio
No, Chris. We're talking about back end. So we have sufficient wafer supply. We're getting good support from our wafer foundry partner. This is the back end, the post-processing once we get the wafer: the thinning, bumping, dicing, testing, all those things that we have to do to the wafer to make it usable by our partners who take a bare IC and put it down on a label.
Christopher Rolland
I see. Okay. Got it. And then what has happened to lead times for your products and backlog just given the tightness?
Cary Baker
Yes. Chris, this is Cary. The backlog has definitely gone up. We've had strong bookings throughout the year. Customers are ordering into Q1 already, so that explains some of the bookings strength. Now, that's not every customer, but we do have backlog into the first quarter.
Christopher Rolland
Okay. And then lastly, just for you, Chris, if you could just kind of speak more broadly about 2027 and the drivers of growth there, what you're most excited for, particularly in terms of end markets, what might be needle-moving as we think of growth at the margin for '27?
Chris Diorio
So Chris, I'm going to lean in and tell you where I'm most excited. If you look at where we engaged closely with our lighthouse accounts over the past few years, and with those accounts built solutions for and with them, the results are really nothing short of amazing. Think about our visionary European retailer, our second large North American supply chain and logistics end user, our Asian retailer. The results they're delivering in market are just fantastic, and the technology advancements they've made are just fantastic.
Today, we are, quite frankly, oversubscribed with new enterprises who see those results and are asking for our help to do similar things for them. So what I'm most excited about is our efforts to build repeatable solutions that we can drive more broadly into market and repeat some of our solution successes. Are we there today? No. Will we make progress next year? Absolutely. And that's where I'm most excited and where I'm pushing to drive those repeatable solutions that create pull for our entire platform.
Operator
Our next question comes from Guy Hardwick from Barclays.
Nicholas Igneri
This is Nick Igneri on for Guy. So I just wanted to ask about software. It's still in beta, but I think you described customer delivery schedules as very tight. What milestones need to occur before software becomes commercially available, and then when could we start to see a contribution to revenue?
Chris Diorio
So I'll take the first part of the question. We're on very tight delivery schedules. We're still in beta. Because we are delivering enterprise-grade software that needs to be fully hardened, we're not rushing it, but given that we're in beta, the time frame for us to go to full GA, at least for the first part of our software deliveries, is measured in months, not quarters. Cary?
Cary Baker
I would say that the timing of revenue will obviously follow that. Our expectations are aligned with our customers. I think the revenue impact in 2027 is probably modest at first, and then as we grow with our enterprise end users, there's a real opportunity for us to grow from there.
Nicholas Igneri
Okay. Great. That's helpful. And then maybe just on specialty endpoint IC revenue, it's nice to see it returning after a multi-year drought, but I was wondering what's changed maybe in that market and how meaningful that could be during 2027.
Cary Baker
Think of this one as really a single customer that's focused on it, and we've seen over the course of our time that the demand for this ebbs and flows a little bit based on their business. We had strong specialty IC revenue in the 2022, 2023 time frame, a little bit of a drought and now it's coming back. I still think it's modest at this point, at least that's what I'm modeling, but obviously, given the high-margin profile of it, we'd love to sell as much as we can.
Operator
Our next question comes from Scott Searle from ROTH Capital.
Scott Searle
Nice job on the quarter, guys. Chris, maybe quickly to follow up on the software front. It sounds like as you're starting to get through beta, start to get some deployments in 2027, can you take us a little bit through how you expect this to monetize? Is it like traditional software? Is it going to be tied to unit volumes? How are you guys thinking about it? And as we look out a couple years, what might that look like as a percentage of sales? What's the goal there for the software portion of the business?
Chris Diorio
So Scott, it's pretty early days for us to provide some thoughts on how we're going to monetize it. Obviously, we'll be selling the software or licensing the software directly. But the way I like to think about that software is it reaches down all the way and touches the endpoint ICs, because at the end of the day, it's the endpoint ICs that are on the items and deliver the Physical Intelligence. So we're going to be looking for a whole platform initiative that includes our endpoint ICs, our readers and gateways, reader ICs and software as an integrated whole. And so my vision going forward is not just to think about monetizing software, but to monetize the integrated whole.
Now that's not something we're going to do quickly, but you should be looking at us over time and saying, how well are you as a company monetizing your platform sales, not just software, endpoint ICs or the things we talk about today. So I know that's not a direct and immediate answer, but it's where I want to take the company.
Cary, do you want the latter part of the question, or did I catch it?
Cary Baker
I think you got it, Chris.
Chris Diorio
Scott, did I answer your question adequately?
Scott Searle
Yes, you did. That's fine. I know it's early days and it's going to be evolutionary, so no, I appreciate that. And just as a follow-up, the last 2 years, right, we've had some channel inventory issues as we've gone into the end of the year. There have been some changes from a customer standpoint in terms of what you guys have done from a custom IC standpoint and I think just general visibility into your customers, I think more so. Could you give us an update in terms of what you're seeing now, what your comfort level is going into the end of the year and managing that potential channel inventory issue and seasonality as we go into the first quarter?
Cary Baker
Yes. Scott, thanks for the question. The Q1 endpoint IC missteps that we've had the last couple of years were a result of our inability to see how our customers managed inventory in support of our second large supply chain and logistics customer. The improved visibility that the custom IC provides is already paying dividends on that front, especially from a channel management standpoint. We now see how customers order. We see how they manage the channel inventory in support of that end user. And prior to the custom IC, we were unable to see that. We were unable to discriminate between orders for supply chain and logistics versus orders for typical retail demand. Now we believe with that improved visibility, we now have our arms around this portion of our channel, but after back-to-back mid-teens sequential endpoint IC declines in Q1 of '25 and then again in Q1 of '26, we fully understand that we have to prove it to you in the first quarter of 2027.
It's also worth highlighting, as you think about first quarter '25 and first quarter 2026, that they were impacted by both annual price declines as well as the rapid ramp of the M800. In the past, annual price negotiations impacted Q1 revenue, driving endpoint IC revenue down slightly sequentially. What is different this year is that our costs are going up, and while our first move is to try and design around those cost increases, sometimes we need to pass along those cost increases to protect the integrity of our gross margin model. And on the M800 ramp, we expect the M800 to reach its terminal mix in the fourth quarter 2026. And then the final piece I would add, as you're thinking about Q1, is our 4Q sequential comparison benefits from that modest specialty endpoint IC revenue.
Operator
And our final question today seems to come from Jim Ricchiuti from Needham & Company as a follow-up.
James Ricchiuti
Yes, it sounds like things are going well with your second U.S. logistics supply chain customer. I'm wondering, are you -- can you talk about whether you're seeing increased activity in logistics outside of that customer and any clarity on what might be happening in that market in terms of adding a more significant revenue stream from someone outside of that customer in logistics?
Chris Diorio
Yes. So Jim, answer -- the simple answer to your question is a yes. We can't cite names or logos, but we do see opportunity outside that customer. But notably, we also see 3PL opportunities with that customer to help them and us grow at their own customers. So those 3PL opportunities are driving additional endpoint IC sales, revenue opportunities and ultimately solution sales opportunities for us. So broad-based opportunities, and because we have such a close relationship with our existing customer, we're significantly focused on our ability to help them win those 3PL opportunities in market, which benefit both of us.
James Ricchiuti
Okay. The other thing, Chris, any -- I don't recall hearing you talk much about general merchandise. What -- how would you characterize demand in that segment of the market in Q3? I may have missed it. And how are you -- going forward, are you seeing either any signs of additional programs at some of the key players in that market or potentially even new players?
Chris Diorio
Yes, okay. Jim, I'll do my best on that question. Yes, I didn't cite anything about general merchandise in our prepared remarks because it keeps going at pace, neither faster nor slower than it has been, and so it was just one of the things that -- we had other stuff to talk about. But we are -- the work is progressing. We are doing what we can, or doing our part, to help drive additional general merchandise category expansion and remain excited about the opportunity.
Of course, there is one lead customer, and we look to that customer to make statements about their progress, but their efforts are already bleeding over into other enterprises who are starting to track general merchandise as well. So overall, let's just say that the momentum has not picked up, nor has it slowed down. Additional categories are in play. They're not announced yet. We're working on them, and continue to ask about it because you'll see more general merchandise pick up in the quarters ahead.
Operator
And we do have an additional question. This comes from Crawford Clarke from Jefferies.
Crawford Clarke
Congrats on the results. Juggling a few different things tonight, but I had a few quick questions, hopefully they haven't been asked. I think there was some commentary on March. I wasn't sure whether or not that was specifically referring to systems alone from a revenue perspective, or was that total revenue in terms of expectations for maybe how that might develop?
Cary Baker
Yes, we didn't guide -- we only guide 1 quarter at a time, so we weren't guiding the March quarter, but what we were highlighting was how to think about this Q1 versus prior Q1s. And Crawford, you know we've had missteps in the prior 2 Q1s. So we were just highlighting how we believe we have our arms around the channel inventory situation as it relates to our second large logistics customer, really the crux of the issue the last 2 Q1s.
We highlighted how the pricing and the mix environment might be different this year than the last 2 Q1s because our costs are going up, and when we're unable to engineer around those cost increases, we look to pass them on to protect our margin model. And we're exiting fourth quarter, we believe, with the M800 at its terminal mix, so we won't ramp up -- we won't have that ramp ahead of us as well.
The other piece is on the systems side. You probably noticed in the guide or the commentary that we are guiding systems down quarter-over-quarter in the fourth quarter. That's different than typical seasonality. Typical seasonality is up. The reason we're not typical this Q4 is because of project timing. We think that project timing reverses in the first part of next year. So in 1Q, again, this is not a guide, this is just things to think about, in 1Q, where we're typically down seasonal on a systems business, we may have the opportunity to be flattish from a systems perspective.
Then the other piece on the guide that you may be referring to, Crawford, is on gross margin for the fourth quarter. Now, we've got 2 benefits in gross margin: we've got the continued M800 ramp to its terminal mix, and we also have the layering in of the specialty ICs, and those are high-margin ICs. So we think gross margin is probably up roughly 100 basis points in the fourth quarter sequentially.
Crawford Clarke
Yes, that's very, very helpful. And then I guess there was maybe a pretty healthy decline in inventory. Is that like a die bank drawdown, or is that kind of what's going on there? And then if you could talk a little bit about maybe lead times for M800, that would be super helpful.
Cary Baker
Yes. So the inventory decline is 2 reasons, and both were anticipated. One is just the timing of wafer deliveries. They just slipped over into the first part of the fourth quarter. We knew that going in. We knew that would impact us.
The other piece is, as you look through our inventory, you'll see our mix of finished goods is low. This goes to the back end having to catch up after being underutilized in the first part of the year. So as we move die from raw to WIP to finished goods, we obviously increase cost. So when our mix of finished goods is lower than usual, you see that in the overall inventory value. So between those 2 things, that's what's driving most of the inventory coming down. We also outperformed on our revenue line, so that will impact it.
On M800 lead times, our bookings, as you know, have been healthy. We're actually booking somewhat into the first quarter of 2027. That's a little bit ahead of schedule.
Operator
And we do have an additional follow-up question from Scott Searle from ROTH Capital.
Scott Searle
Chris, I just wanted to slip a question in quickly on DPP, Digital Product Passport. Just kind of any updated thoughts in terms of what you're seeing on that front, progression in terms of adoption with RAIN as part of the standard or otherwise and just kind of high-level thoughts of when we might actually start to see some benefits from that?
Chris Diorio
Yes. So this is another item that I didn't touch on in my prepared remarks. The pace of DPP is basically following what we expect. RAIN is approved as a data carrier for DPP. There is renewed push to get readability in consumer mobile devices. We're, of course, not there yet, but today industrial devices are rolling forward with processors in them, driven by Qualcomm and now by others, that have support for RAIN RFID.
And what we're looking to is the delegated acts coming into force and DPP itself coming into force in the 2029 time frame. So although all the pieces are in place, it takes time for all the acts to roll out and the deadlines to be in place. So we're still 2.5 years out, but as we get closer to the actual date, I think you'll start to see a pick up of DPP initiatives, leading with, at least from a materiality standpoint, retail apparel.
Operator
And with that, ladies and gentlemen, we'll be concluding today's question-and-answer session. I'd like to turn the floor back over to Chris Diorio, Co-Founder and CEO, for any closing remarks.
Chris Diorio
All right. Thank you, Jamie. I'd like to thank you all for joining the call today, and a very special thanks for your ongoing support. Have a good rest of your week. Bye-bye.
Operator
The conference has now concluded. We do thank you for attending today's presentation. You may now disconnect your lines.
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