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Conference · 2026-09-15

Aurora Innovation, Inc. (AUR) September 15, 2026 Conference Transcript

Concluded Sep 15, 2026 Audio replay Verified speakers
Sep 15, 2026 35:16 47 turns
Period
2026-09-15
Runtime
35:16
Sources
2 artifacts

Transcript & audio

Verified speakers 35:16 Audio
Speaker 2

Great. Thank you. And welcome, everyone, back to the 14th annual Morgan Stanley Laguna Conference. And over the next three days, we have a ton of freight transportation and airlines content for you. But very, very happy to kick off with Aurora Innovation and co-founder and CEO, Chris Hermsen. Chris, welcome back to Laguna.

Glad to be here. Thanks so much for having me. Absolutely.

Speaker 2

So maybe if you are unfamiliar with the Aurora story, we believe Aurora is a leader in autonomous trucking, if not autonomous driving of any kind in the U.S. today, maybe the world today. And you've had, again, it's been a great year for the stock. It's been a great year with commercial progress. I think 2025 was a great year for you. 26 has kind of built on top of that. So maybe it's a great way to start with just kind of recapping the commercial milestones you've hit so far and kind of where the story is right now.

Yeah, so again, thanks for having me. Appreciate folks taking the time out of the day to come listen to us today. It is just an incredible moment for us as a company. We're at this inflection point where for the last better part of a decade, we have been toiling away to make safety-critical self-driving capabilities available to deliver the benefits of self-driving technology safely, quickly, and broadly. Last year, we had the major milestone of beginning driverless operations. This April, we launched our second-generation hardware, which is really about scaling and building the business, and so this inflection point is real. With this hardware now, we expect to build on order of 1,500 tractors. With that, we work with amazing customers, FedEx, Werner, Hirschbach, Detmar, McLean, Schneider. If you are in trucking, hopefully we will get a chance to work with you, and we're very privileged to work for these amazing companies. And, you know, this new technology, more reliable, lower cost for us, which allows us to get to ultimately our profitability goals. And then it sets us up to build over the course of next year into 27, where we'll launch our third-generation hardware, which will unlock true automotive scale tens of thousands of units. So really amazing moment for us as a company.

Speaker 2

Got it. Congratulations on that. Maybe a couple of follow-ups on the Gen 2 here. Expect to drive a 50%-plus reduction in hardware costs. I think 20 to 25 trucks is the run rate right now. You plan to exit the year with a 200-plus or 200-ish run rate. Like you said, the capacity is for 1,000-plus. How do we see that Gen 2 ramping and handing off the Gen 3 next year?

Yeah, so as you said, we expect to end the quarter with 20 to 25 trucks in operation. which is a huge step from the handful we have had for a while. And in Q4, we expect to be producing the trucks at a rate of 20 trucks a week. So that's very exciting. That's working with our partner, Roush, taking international trucks, delivering them up to our facilities with them in Livonia, upfitting those, turning them into automated trucks, and then getting them out into the market serving customers. That ramp will continue to grow, and we expect, like I said, to be about 1,000 units a year run right with them. Very excitingly, in Q1 of next year, we expect to be launching the autonomous Volvo VNL. And they have said publicly they expect to do that Q1, and they expect to have 300-plus trucks on the road next year. I can tell you those will predominantly be driven, if not all, driven by the Aurora driver. So that scale will kind of get us to on order of 1,000-plus trucks end of next year. And then, really, the investment we've been making with Amovio will then kick in. And Amovio, for those of you who are not familiar, is one of the world's leading Tier 1 manufacturers, the spin-out of the Tier 1 business from Continental. We've been working with them for many years to put in place the supply chain, the manufacturing, and design this third-generation hardware, which will take yet another step function in cost out of the system. And that will truly be scalable. And so our strategy has been to bridge from first-generation hardware to prove the concept that we can build ourselves, second-generation to bridge the gap between what we can build ourselves versus where Tier 1 is actually interested in engaging. A Tier 1 doesn't get out of bed for fewer than 10,000 units a year or tens of thousands of units a year, and we're kind of on the slow end of that for the near term. And so this second-generation hardware allows us to bridge the gap between tens and ten-thousands and allows us to get the customer demand in place to actually support the supply that will come off the line with them. And then, of course, that tier-one partnership with Amovio really allows us to fit nicely into the manufacturing supply chain for our OEM partners. It's all well and good to build the technology. It's good to be able to manufacture it, but to really actually support an OEM, having a Tier 1 partner who knows how to do that is profound. And this is kind of core to the way we've built our business, is focus on what we do best in the world, sorry about that, which is the driving technology, and then work in partnership with others who know how to do the other parts of the business that enable it to ultimately flourish.

Speaker 2

Got it. So it sounds like you're pretty set for next year with Amovio and the Gen 3. Just maybe one more follow-up on Gen 2 here. Is it just bridging the hardware gap between Gen 1 and Gen 3, or are there learnings to be had? Are there tests you're running? What's the ramp like?

It's really about commercialization and building that. So it allows us to both reduce the cost of the hardware, the bill of materials, but it's also roughly triple the durability of what we had with our Gen 1 hardware. And so the combination of that durability and reducing costs helps drive down the amorturized cost per mile, which gets us to this point where we expect to be able to be profitable on a unit economic basis.

Speaker 2

Let's shift gears and talk about commercial momentum. You've done 6 million miles in total, almost half a million fully driverless miles here. You announced Hirschbach and McLean food orders earlier this year. or you've announced others with Decmar and Value Truck and Charger Logistics. So the logos are starting to show up. How would you characterize what that process has been like and whether this eventually becomes a bit of a virtual circle?

Yeah, it is accelerating is how I characterize it. We are fortunate that there were some amazing companies who were willing to take a bet on us when the technology wasn't yet proven, have been along the journey with us. They've been learning. We've been learning. It's been, I think, mutually beneficial on that front. But if you look at the cycle from going from conversation to kind of order, it was years, right, where we would run the pilots, we were generating commercial, you know, income from that, but it wasn't what we would think of as building a business. At this point, when we have a conversation with a customer, that conversation kind of gets to the point, and then we're handing them at the end of that first conversation, here's a contract to start. All the conversations we've had have really been selective. It's been about, is this a customer who wants to embrace the technology? It actually, importantly, has the capacity to do so at a reasonable scale. And so it's been exciting. We've seen kind of momentum. We were able to share that we're fully allocated for 2026. And there's nothing like a little bit of FOMO to help move conversations along. And then the proof points stack up. Our customers are all rational, thoughtful folks. They can see conceptually the benefit of this for their business, but they need to see it de-risk. They need to see that the technology works. They want to see proof of it actually operating in their business. They want to see, you know, is their neighbor using it, right? And I think as we get more and more evidence of that piling up and we're seeing that quarter on quarter, the energy and enthusiasm is going fantastically.

Speaker 2

Great. Maybe a couple of follow-ups on that. On the last point, is it as we, again, shout out to our big autonomous trucking deep dive report we published on Friday that Nancy worked on, but we kind of characterized it as a lot of the stakeholders in the industry need to dot their I's and cross their T's over the next 12 months until we hit the run rate commercial production here. Is that a fair characterization, and can you kind of help unpack what that dotting of items is like?

Yeah, and I think first it's important to recognize, and I haven't had a chance to read the whole report, but what I have seen of it is pretty phenomenal, so thank you for that. It's good to have folks helping make the case for what we believe in as well. But first it's important to recognize that the customers, it's not a homogeneous set, right? There are different kind of risk tolerances across that. And there's different scale and kind of entrepreneurial energy, let me go with, about how quickly they want to bring this technology into their business. And so for some, it's actually a relatively quick process, right, where they come and we talk them through our safety case. We talk them through all the work we do. We talk through the economic opportunity. and, you know, generally these is with the relatively small but still good-sized carriers, and those move very quickly. And then you look at, you know, a customer who has tens of thousands of trucks, you know, they're going to be a little more deliberate, like you would expect. But, you know, in all those cases, you know, if you look at one of those potential customers, you know, having third parties come in and do an audit of what we've done, having, you know, in-depth conversations with our engineering teams, having a lot of conversations, of course, with our corporate teams and our business development teams. But I do think that what happens, and I think it's not unexpected for new technology to come to market, but as you have more of these marquee players say, yes, this has got my blessing, then I think that we will, and we are, seeing that cycle kind of compress, which I think is important for us in the long term.

Speaker 2

And just following up again on something you said, but the other side of the argument about how you want an appropriate customer partner as well, what are those attributes that you look for in signing up with someone?

Yeah, so again, there's an importance that they are able to achieve a level of scale, that we're not in the business of doing demos. We're pretty convinced the technology works. It's, you know, where can we actually go build traction and where does it allow us to learn in this early stage of the business and where do we see a committed partner who's going to be able to go through what will be inevitable little bumps along the way of deploying something new in their market. We also need to have belief that they're going to be willing to transition from a state where we own and operate the asset, what we call TAS, to drivers of service where they don't monopolize the asset. And the good news is that's not really a high bar to get over. Most carriers believe that they are effective and have an advantage in the way that they operate on those assets. But we need to know that they're going to make that step.

Speaker 2

Got it. Maybe switching gears here, obviously you spoke about your customer partnerships, you spoke about the Amovia partnership, the OEM side. So you mentioned earlier that Volvo has committed to manufacturing 300 trucks off the line, commercial line. Next year, you said the very vast majority of all of them are going to be Aurora-powered. What's the PACCAR relationship like? How does that work? What are some of the milestones there? And maybe if you can talk about other OEMs and how do you see this evolving over time?

Yeah, so today, our deepest relationships are with PACCAR and Volvo, and together, they represent about 50% of the trucks in the U.S. market. With Volvo, we've been working for several years and have seen the fruits of this labor pay off where we're working to not just integrate with the truck but integrate into their manufacturing line, and that is a big step, right? There's a lot more than just kind of bolt some stuff on the truck and hope it works, right? Actually making sure that we have all the process and procedures and that they can actually assemble the thing aligned with their tack times of the line. And so that's been a multi-year effort, and we will see that with the trucks that are coming off the line now and in the 300 next year, they will ultimately transition to our third-generation hardware from Immovio as well, and that will really unlock what they would think of as commercial scale. So that's exciting and moving forward. With PACCAR, we continue to work closely with them. Those of you who follow PACCAR know that they will not announce when they're going to launch something effectively until they've launched it. So I can't say more about the timeline for that, but what I can say is that we expect them to launch our third-generation hardware, and, of course, we expect that to be a line-side install as well. And then, of course, we also work with International. This is a bit of a different model where we are actually taking a stock truck from International, taking it to our partner, Roush, up in Livonia and Michigan, and there we're adding our bi-wire capability, we're adding our driverless capability, the Aurora driver kit, onto it, and then delivering that to customers. That has allowed us to move safely but quickly to meet the customer need we have at market. We see this as a technique we can continue to use for the foreseeable future. Ultimately, we'd love, of course, to work with international to line-side it directly with them. But we'll figure out one when that comes along. And then finally, the fourth potential partner is Daimler and Freightliner in the U.S. We continue, you know, they have 40% market share. They're clearly a market leader in the space. We're the leader in autonomous trucking. It makes a lot of sense to work together, and hopefully at some point we'll be able to do so.

Speaker 2

That's very exciting. Just kind of on the OEM partnership itself, again, you spoke about what do you expect from a prospective customer. What do you expect from a prospective OEM partner? Is it a case of how closely involved are you? do you help them design the basics of the truck, the steering, braking as well? Do you just give them a bunch of ODD kind of parameters?

Just hope and YOLO it? No, we don't No, so, yeah. No, we work very closely with them. We have been for many years. Again, I said earlier, we believe we are best in the world at delivering the driving capability for these trucks. We work with partners. If they've been around for 80 years. They know what they're doing. They're very competent. We want to complement them. So we work with them in helping define the requirements and specifications. They understand the trucking business better than we do, of course. They've been at it for a long time, so they can bring that side of it. We can help make sure that they're meeting what we see as the necessary requirements to deliver a safe product. And so we're very intimately engaged with them in those conversations and have been for a long time.

Speaker 2

Got it. Maybe switching gears a little bit and talking about some of the financials here. 2026 revenue guidance, $14 to $16 million. 4Q expected to contribute over half of that. Obviously, very back-uploaded as you ramp up to 200 trucks. Exiting with 200 trucks implies about an $80 million TAS revenue run rate, which is kind of a healthy starting point for next year. How does that TAS to TAS transition look like in 2027? How does that change the financial profile?

Just a reminder for those folks who aren't around on this all the time. So transportation as a service, we own and operate the asset. We get paid basically as a 3PL. We don't go out and seek the business from shippers, but we contract to the carriers to provide capacity to their business. In driver as a service, we basically provide the driver. And so it looks very much like the model that our carrier customers and private fleet customers think about today, where they buy a truck and then they pay someone to drive. It just happens to be that they pay Aurora to drive it. We like the transportation as a service model as a way to introduce the technology to customers in a very white-glove way, in a way that allows them to learn and experience it, and then be able to make the commitment into their fleet purchase plans. We expect to cap the number of trucks we have on our transportation as a service fleet at about 500, if not less. We do not want to be a trucking company. That is not our business. We want to support trucking companies and grow their businesses. And so over the course of 27, we expect to transition from TAS to TAS. We will keep a TAS fleet because it will be a tool that we can use in new customer acquisition and help kind of grow and help them learn, but we don't expect to scale it. And by the end of 27, we expect the majority of the vehicles in our fleet to be drivers of service, so owned and operated by customers.

Speaker 2

And just kind of on that note, on the liquidity side, you entered 2Q with approximately $1.2 billion in liquidity. It gives you plenty of runway into 2027. How are you thinking about capital needs, the ATM program, and kind of how you use that as you get up to that catalyst?

Yeah, we feel very good about the balance sheet we have. It's a pretty strong position to be in. We look at the ATM, and we found ways to use that. We have historically used it and intend to use it to cover things like the tax on RSU so we can kind of spread that out rather than have the vendor we use for RSU management kind of hit the market all in one day. We're also using it to cover our cash bonus. And historically, we've used it as a way to fund the business, and we've been pretty capital efficient in doing that. So we'll expect to continue to have that tool available. We do expect at some point to probably do something a little more structured to be the kind of last capital we ultimately have to raise for the business.

Speaker 2

Just on that note, how are you guys with resources, headcount, chips, kind of everything you need to scale up? Because it seems like you're ready to go from your side, but the supply chain needs to be real.

Yeah, it would be great if people stopped building data centers.

Speaker 2

We will send that message to the court.

But no, we're managing through it. You know, the run on RAM is impacting everybody, and that's certainly something we're navigating. Similarly with slots for CPUs and, again, access to those, it's, again, something we're navigating. But we feel like it's navigable. Again, it would be easier if we didn't have to deal with it, but, you know, this is the real world. And then in terms of talent, couldn't be prouder of the talent we have at the company. I would take us pound for pound against anyone else, right? And, you know, we're past the part of being a research lab. That was a long time ago. We're now on the part of industrializing technology. And that takes effort. You know, the actual research part of kind of making it work, you know, is probably 10% of the overall effort it takes to actually deliver a thing and deliver it in a way that, you know, is actually useful to customers. And so we're excited about that. We're, you know, on order of 2,000 people today. Got it.

Speaker 2

Okay, switching gears, I want to talk about the competitive landscape for a little bit. Obviously, very, very early innings here. In our view, you guys are clear leaders in the space, but I think we have also been very clear in our view that we don't think it's going to be a winner-take-all space. I think you agree with that.

It's too big a market, right? It's a trillion-dollar market. It would be irrational to think it's one player.

Speaker 2

So how do you see yourselves kind of competing with other players out there? There's been a lot of talk about the old-school way of doing driverless vehicles, which is actual rubber on road and kind of testing this thing in the real world versus purely simulation versus a combination thereof. How do you see all of that changing and kind of maybe do your customers care about how you bring their truck to market?

No, they care that it's safe. They care that it's going to be valuable and useful for their business. That is what the customer cares about. And I think that's the important thing to recognize. So, one, we do all of the cool AI stuff, but we put in a framework that we call verifiable AI that allows us to ensure that we can validate the system and that it's going to be safe on the road and that we're not going to end up one day with it having a hallucination and driving into a ditch. We can't afford that, so we have to architect the system to minimize the risk of that. We're seeing real time some of the challenges in alignment that you see in the LLM world. And I think we've been thoughtful about how to architect the system to constrain it to behave in ways that we actually want. And that comes from things even kind of the way the structure of the models enables us. At the end of the day, we've been very clear from literally day one of the company that this was a data game and it was a learning game. But learning in the right framework was critical. And so we've invested in that over many years, and we continue to invest and advance in that. we've also been very clear from day one that simulation was essential for this we have our own internal simulation tools and stacks and simulation is a span of technologies and so we of course use that when we launched the second generation Aurora Driver 2 system I think we put it through 18 million and some tests you know the vast majority of that of course is online simulation tests of various forms. It's the only way that you can do this, and we've been clear about that for the better part of a decade now. You're not going to get... It's kind of entertaining. There was a point early in our company's history where people were beating on us for not having enough vehicles on the road. How can you compete with these other people? And now everybody's like, oh, you don't want it all in simulation. I was like, of course you do it in simulation, but you also do need to have it out in the real world. Otherwise, you're playing a video game, and that doesn't deliver a whole lot of value.

Speaker 2

And so what do you see, how do you see this business kind of evolving or unfolding in the first few innings of the rollout here? Obviously, you are not exclusive to your OEM partners. Your OEM partners are not exclusive to you. Do you think everybody ends up working with everybody else or is it like a 60-40, 60-30-20?

So as I look at the landscape today, I think we have a multi-year lead relative to our competition. Part of that is the technical driving competence that we have. Part of that, though, is things that don't sound sexy in an AI-centric world around supply chain and manufacturing base. It takes between three and seven years to take a new capability and integrate it into a vehicle, design the parts. We've been working with Amovio for five years now, I think. And you don't, there isn't really a shortcut there. And so as far as I, when I look at it, our competitive landscape, I don't really see in folks that are working in trucking, with the exception of torque, someone who actually has a supply base that can actually produce vehicles at scale. And, you know, we will be producing at modest scale this year and significant scale next year. And I don't know that anyone else has a path to that. So that feels really pretty compelling. I also think that the experience we are getting from being in the real world with customers, understanding what matters, there's a flywheel that will accelerate our advantage there. The more we understand the customer, the better the first experience with the next customer is, and the bigger the gap is from someone who has just showed the technology demonstration to the commercial product. And so I think that matters. And then, you know, ultimately, we're the only people running driverless trucks on public roads today. We do that day in and day out. So I feel pretty good about that. And my expectation is at some point, like, I will always be excited to talk about the technology because that's where I come from and it's cool. But at some point, what's going to matter is how many trucks we have on the road, how useful they are for customers, and, you know, how much revenue is that generating for us and our partners.

Speaker 2

Any questions from the audience?

Can you get a mic out here?

Speaker 3

I want to discuss the regulatory environment a bit. I know California recently joined the majority of U.S. states permitting driverless trucks. I guess, how would you characterize that environment right now, and what are the remaining gaining factors for broader commercial deployment?

Yeah, I think in a word, generally enthusiastic, right, that the majority of states in the U.S. today we can operate driverlessly, and so it will be on us to deploy and scale into those and align that with customer need. What we're seeing, as you mentioned, California, after about a decade, has now, more than a decade, has now put regulations in place that allow automated trucks. And so we've received our first permit for that. It'll probably, you know, I'd say it's going to take us between 12 and 18 months to go through the regulatory process to, you know, be fully certified in California. Yeah. Across the Sun Belt, the majority of those states, we either have or have a very clear path to have the permits in hand to be able to operate there. And then at a federal level, we're seeing tremendous support, whether it's from Secretary Duffy and his safe innovation agenda, where we're seeing real motion of the Department of Transportation, or whether it's in America Build 250 Act, I think is what it's called, which passed, I think, 62 to 2. And so in there it actually puts in place a framework for automated vehicles, commercial automated vehicle trucking. And then even out of the White House, we're seeing the vice president speak positively about automated trucks. So the regulatory environment feels very conducive right now. Great. Thank you. Thank you.

Speaker 2

Chris, maybe a follow-up on that. What does that federal support really mean on the ground for you guys? Because driving regulations in the U.S. are famously a patchwork of state laws. So does the federal support here and kind of having a set of federal guidelines, so you have guidelines now, you have a law with the new thing, does that help clear the path for states to follow quickly?

Yeah, so maybe just a quick primer on how this works. So in the U.S., the federal government is responsible for the safety of the vehicle, and the states are responsible for the safe operation of the vehicle. That's why you have a state driver's license, but your car passes federal FMVSS regulations. And so what we do is kind of in a blurry middle, and so that creates some of the confusion. I believe, it's been a little while since I read the Act, but the Bill 250 Act doesn't, it creates an opportunity for preemption, which could then be used to help kind of homologate regulations across states. I think more importantly, though, is it creates something for state regulators to point to. This has been one of the conversations that we've heard for a long time is, you know, folks in government are working their butts off trying to do the right thing and trying to help keep both our roads safe and move America forward. And they recognize in many cases that they don't have the technical acumen to appropriately regulate these vehicles. And so being able to point to the federal agency that does allows them to model or align regulation in the states with federal regulation or be able to point to and say the feds have got this, we can be silent on it and operate. So I don't think it's a snap your fingers. But I do think over the longer term, it will create alignment across the country. And, yes, as someone who has to work across many states, because our business is intrinsically interstate commerce, it would be easier if there was one regulation. But it is not, you know, this is a thing we could work through. It just adds a little structural cost where we have to manage that. But it's, you know, it's a thing we're working through without much difficulty.

Speaker 2

Any other questions from the audience? Chris, I wanted to follow up with you on just going back to the topic of commercial traction here. Obviously, a big theme of this conference on the transportation side is going to be the freight cycle as we are in right now with a lot of these supply-side pressures, whether it's the immigration regulations for drivers or the Montgomery case verdict that's putting a lot of scrutiny on just examining driver standards as a whole. How much has what is happening to the cycle as a whole changed your customer behavior and them maybe now taking a much more serious look at autonomous trucking versus before?

Yeah, I would say that for all of our customers, there has not been a question strategically about the trends. The cost of labor goes up. The amount of freight we need to move increases. And so the argument strategically was clear of the value of automated vehicles. When you take supply out of the market on the driver's side, that makes it more acute in the near term. That certainly helps move the needle. When you see freight prices start to recover, that gives them a little more breathing room to think beyond how do I solve the next quarter and start to think. So I think that that is certainly a good tailwind for us. But it doesn't really change the underlying economics and underlying benefit. Labor has always been a limit in this. Automated vehicles are going to complement people driving trucks for as far in the future as I can see. All of our customers think safety first, and then, you know, how do we have this work alongside our people? There's not one that said, boy, I'm really looking for automated vehicles so I can move on from the great staff I have. It's all like I just need to complement them. And then, of course, the policies where we are reducing, you know, non-dominant CDLs in America, that's, again, pinching this further. So, you know, the combination of steady supply, increased utilization, we see a 10% improvement like-for-like in fuel economy between the automated vehicles and people-driving trucks. Again, with today's economics, that's a pretty big deal. And then, you know, the overall package we think just drives traumatic improvement in both the revenue and the profitability of our customers. And I am a believer that in the next five years, if you are not using our stuff, you just will not be competitive. And so it's, yeah, it's both tactical tailwinds, but strategically it didn't really move the conversation.

Speaker 2

In the couple of minutes we have left here, maybe two round-out questions for me. You're obviously at a very, very key inflection point in the story going into the start of serial commercial production next year. You have an investor day coming up next week. not to steal your thunder from the event, but kind of what can we expect to kind of give us a little sneak peek?

Yeah, I'm not going to do that. I cried. No, you tried. I think we look forward to hosting folks there. We'll be down in Dallas. What I will tell you is there's nothing quite like riding in a driverless truck, you know, 70,000 pound thing moving down the road at 70 miles an hour. You know, I've been doing this for a while and every time the eight-year-old boy in me goes, boy, big truck, And then the person who spent their life working on automated vehicles is like, this is incredible. So, you know, being able to share that. And, you know, we can talk about all these academic analyses and this and that on the approach. I think there is a real element of seeing is believing. And it's pretty damn believable.

Speaker 2

And to the point of all the academic analyses, including what we put in our report, there's... I did not mean it that way. No, no, no, no. Again, my point is that for now, I think a lot of those benefits kind of exist in, I'd say, almost a theoretical realm until you're actually experiencing the trucks, running the pilot, seeing the data. So can you just help unpack what kind of conversations and what kind of work is going on behind the scenes between the four stakeholders involved? So there's autonomous technology companies like yourselves, there's the truck OEMs, there's the fleet operators, and there's the shippers. So four stakeholders involved. What are the kind of conversations that are going on? Who is asking you what kind of questions? What kind of information is being shared? That investors may not appreciate because they may not be coming out in the public domain.

No, I think that the most compelling thing to me is that our customers want more. And that to me says that we have crossed the threshold from that's a cute little science project I want to experiment with to I'm going to buy 500 of my 3,000 truck fleet and make it autonomous, right? And so the conversations are, you know, with get there more quickly as they're starting to hear more customer pull, which is great. It's no longer a push of this, you'd be useful. It's customers going and saying, I would like this, how do I get it? With our carriers, it's really about can you, you know, we want this. how soon can you go to this location for us or that location for us? And then we're balancing that between the different demands we're seeing from different customers and how do we actually roll this out in a way that ensures the quality of the product, the safety of the product, and the speed at which we want to unravel it. Great.

Speaker 2

Chris, our brave new world is upon us. Thank you for being here. I'm really looking forward to riding in the truck next week and seeing that. It'll be fun. Awesome.

Thank you.

Speaker 2

Thank you.

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