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45th Annual William Blair Growth Stock Conference

Jun 4, 2025

Arjun Bhatia
Research Analyst, William Blair

All right. Why don't we go ahead and kick things off? Thanks, everyone, for joining. For those of you that don't know me, my name is Arjun Bhatia, and I am the research analyst here at William Blair, who covers Twilio. For a full list of disclosures, you can go to williamblair.com. With that, it's a pleasure to introduce Khozema Shipchandler, who is the CEO of Twilio. Khozema, thanks for being here.

Khozema Shipchandler
CEO, Twilio

Yeah, thanks for having me.

Arjun Bhatia
Research Analyst, William Blair

Maybe a good place to start, you know, I think everyone's generally familiar with Twilio, but I think the business has changed quite a bit over the last several years, and especially over the last, I'll say, two years. You took over as CEO.

Khozema Shipchandler
CEO, Twilio

About 18 months ago.

Arjun Bhatia
Research Analyst, William Blair

About 18 months ago. You've kind of brought your own changes and initiatives to the company. I would love to hear your perspective. Obviously, you've been at Twilio for longer, but I would love to hear your perspective on how the company has changed over the last two years and what you're looking for going forward now that some of those changes have been implemented and you're starting to see some of these early results come through.

Khozema Shipchandler
CEO, Twilio

Yeah, I mean, I think in many respects, other than the core products, fundamentally, everything's changed in many respects. You know, if you just kind of go back maybe to high level, I think the way in which we're running the company is quite different. Like, we're running it with a lot more financial rigor, a lot more operating discipline. I think in terms of the growth bets that we're taking, we're being a lot more focused in terms of, you know, rather than focus at 10 things, perhaps all at the same time with equal intensity, you know, focus on three to five that, you know, seem to have high efficacy. Once we've got product-market fit, continue to invest more dollars behind those, but invest small, invest early, perhaps, maybe experiment a little bit, and then, you know, put more in as we find traction.

I think you fundamentally see that reflected in the financial trajectory of the company. You know, we've taken a business that, you know, just a couple of years ago was burning through cash, was losing money. Sitting here today, you know, we're high teens margins, we're generating a significant amount of cash flow, we're GAAP profitable. Over the last 12 months, we've been able to kind of re-accelerate the growth trajectory of the company. Kind of post-COVID, like a lot of that had come down, like a lot of other technology companies. I think for us, it was going to be a self-help story. I think we've done a lot inside the company. I'm sure we'll talk about that later in terms of reinvigorating growth organically. You know, we did a few acquisitions over the last couple of years. I think we rationalized those.

We parted with, you know, some smaller assets that were just not a great fit. On top of it all, you know, we changed out about half the management team. Yeah, a lot's changed, right, in a period of a couple of years. You know, I'd say finally, maybe the last thing I'd kind of point to is that in achieving many of those things, we also shrunk the workforce size. You know, that was done kind of painfully in the sense that there were layoffs associated with that. I do think it was the right call for us, even though I obviously feel bad about what happened to those people. I think that the size and the shape of the firm today is perfectly suited for where we're going. I've never been more excited about the prospects of the company.

I think today, with some of our newer products and now the addition of AI to be able to supercharge that, the growth prospects look great.

Arjun Bhatia
Research Analyst, William Blair

Yeah. It almost, you know, you talked a little bit about the retrenchment, right, like focusing on a few key bets. And one of the, I do not know if it is a bet or I would call it maybe like a framework or a philosophy that you have focused the company on is this aspect of communications plus data plus AI. Like, those are your three core pillars from a product perspective, from a platform perspective that you have kind of laid out as your value prop.

Khozema Shipchandler
CEO, Twilio

Yeah.

Arjun Bhatia
Research Analyst, William Blair

Maybe practically, I would love to hear what that means for Twilio, what it means for customers, and what it means for, like, how it enhances the value that they're getting out of Twilio from those three buckets.

Khozema Shipchandler
CEO, Twilio

Yeah, I mean, the value proposition is relatively straightforward. Through the lens of each of our own consumer experiences. Today, each of us receives text messages, emails, sometimes voice calls from different brands that we care about. It could be retail, it could be financial services, it could be a healthcare transaction. I would say, certainly in my experience, the vast majority of those interactions are incredibly flat. They totally lack context. Even though it could be the hundredth time that you're being notified or engaged with in some way, it feels like the first time because they are not using any of the data that they definitely do have about you. You know, enter Twilio, right? The idea is that how do you create much more enriching experiences when you end up communicating with one of your consumers?

If you can do that, and we have a lot of data that kind of demonstrates this. We just put out our State of Customer Engagement Report yesterday, actually, on this. The data demonstrates that if you can create more intimate experiences with consumers vis-à-vis the different communications tools that you're using, you have a better relationship with them, you're able to drive more revenue. Actually, the consumer doesn't mind being communicated with more because at least it's engaging and it's enriching and it's done in a way in which it's value-adding, right, versus just transactional.

Arjun Bhatia
Research Analyst, William Blair

Yeah.

Khozema Shipchandler
CEO, Twilio

That's kind of the opportunity that we see. You know, every time that we talk to a customer about this, like, their eyes really light up about it. It has an opportunity, especially now with AI, to be able to save them money on the one hand, but also generate much more revenue on the other side of it. In many cases, and increasingly this is the case, for the consumer on the other side of the transaction, like, their problem is actually getting solved much better, right? It's sort of like a three-way win. The business benefits because they're able to save money and drive more revenue. The consumer benefits because their problem's getting solved and they're getting a much more enriching relationship. Then obviously we make a buck off of that.

I think the thing about, you know, some of the things that have also transpired over the last 12 months is, like, we never really put those products together, right? We bought Segment, the business, but we really ran it as more of a standalone thing. I think now the way in which we're positioning the company going forward is one complete platform off of which, through just simple APIs, you can access the totality of all of it. If you want to ingest data through the communications that you're using, it's super simple to do, and then you can plug in whoever you use from an AI perspective.

Arjun Bhatia
Research Analyst, William Blair

You had some very good, I think, and very cool product demos at Signal a couple of weeks ago, which showed this kind of element of the CDP from Segment getting integrated with the communications. From a functionality perspective, I know you've been working on this integration for a few years, but is that live? Is that something customers can do today?

Khozema Shipchandler
CEO, Twilio

Yeah, I mean, it's already today. You know, the example, we showed an example at our technology conference, and we actually, it was inspired by a customer. You can probably guess which one, but it was inspired by a customer.

We said, let's pick something that's really hard so that we can prove to everybody else that, you know, the relatively straightforward ones, like, I'd say retail is more straightforward than, you know, a mortgage application or a healthcare interaction or a financial services transaction, like, prove that it can be done when it's really hard, prove that it can be done across multiple channels, prove that context can be used to enrich the interaction, prove that all of that data is stored and can be used later for the lifetime value that the brand wants to be able to have with that customer, that all can be done. The product is live today. Customers are using those products today. The product that you're referring to is called Conversation Relay. I think the takeoff velocity has been fantastic so far.

I've been on the road nonstop since that conference. Customers are super excited about it. I'd say the uptake rate on AI is cautious depending on the industry that you're in. I think it's really, really fast for, like, e-commerce and retail where maybe the stakes are a little bit lower. This is live product. And, you know, I think every one of us will end up using it, whether we realize it or not.

Arjun Bhatia
Research Analyst, William Blair

Competitively, right, there are other competitors in the space, but I don't know how many. What do you see out there in the market in terms of how many other players have been able to stitch together these kind of three core buckets? Like, who else has?

Khozema Shipchandler
CEO, Twilio

I don't think anyone can really stitch together the data capabilities, with the communications capabilities, with AI in the way that we do. I think in our space, in that way, we are truly alone. I mean, I think the consumer data that we access, so there are other companies that obviously are in CRM, right? Some very large ones, clearly. To be able to reference the data at the consumer level, combine that with the communications channel, deliver it across a multi-channel experience, be completely agnostic about the AI that gets plugged into it, I think Twilio really stands alone in that respect, and that's why we're so excited about it.

Arjun Bhatia
Research Analyst, William Blair

Yeah. Maybe let's talk about AI for a second because it's obviously an important part of your story. But when I think about the communications stack and I think about all the AI offerings that are out there, you know, you at the CPaaS layer have your own AI capabilities. The application vendors that are building on top of you have their own AI capabilities. So the middle layer with UCaaS has their own AI capabilities. So if you're a customer, it's sort of, you know, it can kind of get messy real quick. But what is your perspective on why Twilio is well positioned to deliver your AI capabilities to the customer and how you?

Khozema Shipchandler
CEO, Twilio

Yeah, I think it depends on, like, what the AI is that you're talking about. If it's an LLM, then we're not going to develop our own LLM technology, right? Like, we don't have the budget for that. I think there are a number of other companies that do it extraordinarily well. In all of those cases where an LLM has to be used, we're going to integrate with somebody else. Now, there are many instances in which our customers are already using one of those vendors. And in those cases, we'll just plug into whoever they're using. There are other cases in which we'll recommend based on different technologies that we're using. LLM, let's kind of leave that to the side because I think that's a different category.

I think with respect to, like, something like our Verify product or Fraud Guard in terms of, like, protecting the customer from, like, fraud really escalating on the platform, that's one in which they're going to use ours because it's, like, natively built into the platform and it's right there. I mean, there's, like, no, it's easy, button, simple in terms of your ability to avail yourself of it. It's just, like, literally the click of a button on the console. You are going to access ours in that way all day long. If you're accessing an application that's ultimately running on our rails, I mean, the reality is there'll be many instances in which we don't even realize that because that's actually transacting through an ISV.

I would say in those cases, if a customer, if an end consumer ends up using some sort of AI technology through an application that happens to be on our infrastructure, that's fine. I'm like, I'm not hung up on that at all. I think the ability to connect data plus our communication stack, like, that's trickier, right? That only can be integrated by us. Again, there'll be applications that run on top of that as well. I actually don't think it's that confusing ultimately for customers. I think that typically these customers are very, very sophisticated. If you're a developer, you know what you're coming to Twilio for. If you're an enterprise customer, you know at what level you're wanting to access our technology. You know what the different integration points are. I actually think it's not that confusing.

Arjun Bhatia
Research Analyst, William Blair

What is your perspective just on in terms of sort of AI monetization? Because it's a big question. I think everyone's still trying to figure out what the right model is. Do we monetize? Do we not monetize? At Twilio, what is your sense of?

Khozema Shipchandler
CEO, Twilio

I think it's extremely, extremely early. I think it's definitely going to happen. I mean, I think that let's use an example, right? That Conversation Relay product. Just to maybe peel it back, like, what actually happens behind the scenes? What happens at sort of the bare metal version of it is that you've got a voice API, right, that's being activated during the course of an interaction between a consumer and the company, right? You've got a data API. I mean, we've put it all into one singular API, but just bear with me. You've got a data API, and that allows you to be able to access the historical data that you have about that consumer and for that data to get referenced during the course of that interaction.

In that particular example, what we did was we used a partner of ours to be able to do the AI recognition of voice to be able to process the voice interaction, stuff like that, obviously through our voice API. Let's call that a separate bit of technology. That is a live interaction that is happening with the likes of Rocket Mortgage, with the likes of Cedar Health, with the likes of Domino's. You know, well-known brands, I would say, that are using those capabilities today. There is a discrete AI portion of it. Now, our job is to make that super simple, package it all up in one API so that they are not exposed to all of that different technology.

With respect to monetizing AI, I would say it's not monetizing AI discretely, but monetizing that full package of things, which happens to capture a significant piece of AI to be able to activate that experience.

Arjun Bhatia
Research Analyst, William Blair

Yeah.

Khozema Shipchandler
CEO, Twilio

Does that make sense?

Arjun Bhatia
Research Analyst, William Blair

Yeah. So you get a core benefit out of it.

Khozema Shipchandler
CEO, Twilio

Yeah.

Arjun Bhatia
Research Analyst, William Blair

You'll see volumes and competitively, you'll be better positioned. Okay. Maybe switching gears a little bit. Twilio started, your roots are in voice. Pretty quickly, messaging took over, I think, as the main use case for Twilio's products. More recently, we've kind of seen this growth pick up in voice again. There's what you call this renaissance in voice happening. I'm curious what you're seeing with the voice channel because AI has a pretty big role to play there and what you're doing from a product perspective to maybe facilitate that further.

Khozema Shipchandler
CEO, Twilio

Yeah. So, you know, we put out some disclosures during our investor day, one of which was, and it's obviously grown since then, but at the time, 9,000 different AI companies working on Twilio, right? And, you know, many, many of those being startups. I would say of the startups, the vast majority are voice related. Why is that? I think the reason is, is because today, at least, voice, it's just so natural for us to interact in that way, right? The AI technology on the other side, if you're calling into a customer service transaction or you have a question or you're resolving a healthcare issue or whatever, the AI is able to pick up language. It's able to distinguish accents. It's able to, more or less, I would say latency has been figured out, you know, depending on the cadence of how you talk.

It can handle interrupting. I think most importantly, it picks up emotive technologies very, or emotive, the emotive nature of a conversation very well, right? The technology is very good at that. That is really, really hard over text today.

Arjun Bhatia
Research Analyst, William Blair

Yeah.

Khozema Shipchandler
CEO, Twilio

Okay. So how do you convey emotion? How do you convey that someone's actually super angry? How do you convey that they're incredibly delighted, right? Like all these different things, that's important in the context of a service transaction today. I think it's also natural for us to engage with the technology in that way. I'll give you an interesting example. You know, we're doing work with Cedar Health. I referenced them a moment ago. In healthcare, you know, the vast majority of customer service calls in that industry, believe it or not, 97% of calls are, "I don't understand my bill." It's actually 80% for most industries, but it's phenomenally high for healthcare.

Now, in the case of healthcare, what's further interesting is that consumers are typically quite embarrassed about calling in because they don't understand, like, medical jargon, and they often feel like there's this information asymmetry between themselves and the other person. You know, enter AI now. The data shows, and, you know, Cedar kind of proved this out to us, that consumers would rather interact with an AI agent in those cases because there's no notion of information asymmetry. I mean, it may exist, but there's not a person anymore, right? It's disclosed upfront. The beauty of it is that the cost goes way down, right, for the healthcare provider. The consumer prefers it because it's a voice interaction and it handles all those things, those attributes that I talked about a moment ago.

Their problem gets resolved in the context of it, and they can talk endlessly.

Arjun Bhatia
Research Analyst, William Blair

Yeah.

Khozema Shipchandler
CEO, Twilio

Right? Which an agent, a live agent just does not have time for, or it is too expensive, right? In terms of, like, that three-way relationship of the customer benefiting because they get lower cost, right? And they can solve the consumer's problem. The consumer benefits because of the embarrassment factor and their problem gets solved.

Arjun Bhatia
Research Analyst, William Blair

Yeah.

Khozema Shipchandler
CEO, Twilio

Twilio makes a buck off of that, right? In that case, kind of combining your two questions, it's voice-driven, but at the same time, we're monetizing AI through the voice API that's driving all of that, picking up all of the different data elements of that interaction, storing it for later interactions, training up that discrete model so that it can be used and can be learned from going forward.

Arjun Bhatia
Research Analyst, William Blair

I would almost think, you know, you might have more consumers starting to use voice from a, if there's a better experience, you're not waiting on hold, you're not waiting for an agent, you're not getting transferred five times if there's an AI agent at the end of it.

Khozema Shipchandler
CEO, Twilio

I mean, food delivery is actually a great example of that too, where, you know, you call and then, like, the first thing that happens is you hit a bunch of IVR menus, which is frustrating in and of itself, but then you're on hold, as you just said, right? All of this frustration can kind of be taken out of it. It is starting in voice. I do think it will move over to the other channels.

Arjun Bhatia
Research Analyst, William Blair

Yeah.

Khozema Shipchandler
CEO, Twilio

I think email, in my opinion, email will be next because it's kind of more long form. So it's a little bit easier in terms of, like, the emotive aspects of email for that to get picked up. It is harder, but it's going to happen for sure. And then inevitably, it'll move to SMS.

Arjun Bhatia
Research Analyst, William Blair

Yeah. Okay. Let's turn to the business a little bit because you talked a little bit about the turnaround, right? You have, and you have ambitions you've laid out as your kind of goal that you're running the business for double-digit growth. We've already seen the reacceleration play out a little bit. I think your trough was 4% growth. About a year ago, you did 12% last quarter. When you're thinking of this reacceleration, maybe help lay out for us what the biggest factors are in driving this and over the next year, over the next two years, what you think those, if those factors will change at all or what you think are going to be the biggest drivers.

Khozema Shipchandler
CEO, Twilio

Yeah. I mean, I think it's going to be a combination of go-to-market and product. I think on the go-to-market side, it's predominantly self-help. I think the self-serve part of the business, which is really the origin of the business, it's the bread and butter of the business. We've made a lot of investments to make the console experience simpler for customers, to make it much more intuitive, to get through it as quickly as possible, to reduce the compliance burden. Self-serve has performed extremely well, I would say, over the last several quarters. I think that's been a growth driver of ours and a very intentional investment on our part. All the way, maybe sort of on the opposite side in a way, I mean, it doesn't have to be, but ISVs, right?

Like that's been sort of the other, if you want to take kind of two ends of the spectrum, we've put a lot of investments into making the experience much simpler for ISVs. Now, ISVs kind of run the gamut, right? They can be very, very small companies. They can be very, very large companies. But the ISV experience, I think, you know, we ran a summit the night prior or the day prior to our Signal conference, got all of our ISVs together, you know, obviously got their feedback, are starting to integrate with many of them. In many cases, the ISVs deliver the application layer, which we do not. They want to be able to go to market together. I think that has obviously attractive aspects. I think as I kind of look forward, those two have been really, really strong recently.

My expectation would be they remain strong, you know, for a period of time because of the investments that we're making. I think going forward, you know, partnerships, I'm particularly excited about. I think that's an area in which we've under-invested and certainly under-delivered. I think obviously there's leverage there, right? If you can do it well, we've started to work deliberately with a handful of our partners, especially on joint go-to-market capabilities. I think that's been attractive. On the product side, you know, we're building the right products for this time, right? All of these different AI interactions, what's definitely true is that they definitely require some sort of communications channel to allow for them to take place. They require rich data to be able to inform the AI.

I think what's actually particularly interesting is the reason that it will not be delivered by an LLM is that, well, beyond expense and stuff like that, which is real. You're not going to give up, if you're a company, you're not going to give up that data capability over to an LLM, help them train up their model, disintermediate your customer relationship. Instead, you're going to want to keep that all together. I think the technology that we offer, it's like really compelling and at the right time. Some of these recent innovations, like, you know, the pitch to customers is like, look, if you don't see the ROI, then don't buy it.

Arjun Bhatia
Research Analyst, William Blair

Yeah.

Khozema Shipchandler
CEO, Twilio

Right? Like we want you to buy stuff that's very, very high ROI for you guys, right? So Verify, you know, in many cases, that's like less than 30 days time to value in terms of the ROI that they see from it. Conversation Relay, I mean, as soon as you're activated, you're immediately getting ROI because you're immediately saving money. Your consumers are immediately benefiting from it. I think that's going to be really attractive. The last thing I would say on the technology side is, you know, we signed up this relationship with Microsoft recently. They're obviously a very compelling partner from a technology perspective. We're using their AI capabilities to help inform our technology stack. You know, it's very early days, but we're super excited about it.

Arjun Bhatia
Research Analyst, William Blair

I want to come back to the Microsoft partnership.

Khozema Shipchandler
CEO, Twilio

Sure.

Arjun Bhatia
Research Analyst, William Blair

Maybe before we go there, can you, so you talked about a few products there, Conversation Relay, Verify, you have Conversation Intelligence also that's coming to market. When you're thinking now of growth, it seems like cross-sell is going to be a bigger part of the equation, right?

Khozema Shipchandler
CEO, Twilio

Yeah.

Arjun Bhatia
Research Analyst, William Blair

You want customers to have multiple products, whereas in the past, I think Twilio has been more about core communications. When you're thinking about the growth algorithm, which products are you most excited about among some of the newer launches from a cross-sell perspective?

Khozema Shipchandler
CEO, Twilio

I think, I mean, we talked a lot about voice, right?

Arjun Bhatia
Research Analyst, William Blair

Yeah.

Khozema Shipchandler
CEO, Twilio

Voice is kind of a no-brainer in some respects. Let me just back up one step. The reason we're excited about cross-sell is we've never really tapped that as an opportunity to grow the business, okay? Sitting here today, like still, I think about 63% of our customers still only use one of our products.

Arjun Bhatia
Research Analyst, William Blair

Yeah.

Khozema Shipchandler
CEO, Twilio

Okay? Yet, you know, the multi-product customers that we have drive the vast majority of the revenue of the business, okay? If you're using SMS, there is like no reason you should not be an email customer, right? I mean, the reality is, is that many of these companies, if you're a startup or if you're an SMB, mom-and-pop style business, like you're not using anything, right? This is all like a greenfield opportunity. It's not like we have to go and displace someone, right? I think that's very attractive. I think the combination of voice with SMS is actually very powerful. I'll give you an example. You know, voice, obviously, putting aside some of the AI interactions for a second, the channel is less utilized or has been up until this AI moment because of the fact of robocalling, right?

Like a lot of us get phone calls from numbers that we don't recognize. Like it's frustrating. What a lot of customers are doing is they'll, it's a very expert interaction. They have to be able to talk to someone before they provide the service delivery. Basically what they'll do is they'll send a text message to a customer saying, "Hey, effectively, I'm going to call you in the next five minutes." Okay? I need you to pick up the phone. We're providing the service this weekend, like for solar installation, okay? You have to be able to talk to someone before climbing under their house, obviously, right? That's pretty effective, like extremely effective, right? Customers definitely do pick up the phone after an SMS gets sent to telling them that they need to. Then you get to kind of these AI interactions, right?

If you're a service delivery provider of any kind, let's just take retail as a simple example, right? If you're a retailer and your primary mode of communications is through email, which it often is today, and it's typically in the form of like order confirmation, receipts, coupons, stuff like that, like there's a real opportunity to enhance the experience with your consumers by pushing promotions, for example, to your customers through SMS or, you know, if in many cases, and we're seeing this like with our partnership with Chelsea, if you're geo-tagged, you also have the opportunity to identify like when somebody walks into a stadium and like deliver the fan experience in that way, right? There's a lot of interesting things that you could do across these multiple channels. I think we're starting to see that take off.

Arjun Bhatia
Research Analyst, William Blair

From a go-to-market perspective, how are you kind of incentivizing the sales team to drive this cross-sell?

Khozema Shipchandler
CEO, Twilio

Yeah. I mean, basically we're biasing the comp plan in such a way that, you know, the best sellers, the ones that are going to end up, you know, sitting at some beach at sales club next year are the ones who are, you know, doing cross-sell the best. You know, it's got materially higher incentives to push it. I think even more interesting is going to be as we push further towards solutions that combine these various products together and make it even simpler to avail yourself of multiple products at the same time. That's going to make it even faster.

Arjun Bhatia
Research Analyst, William Blair

Yeah. Okay. Can we come back to Microsoft now? Because.

Khozema Shipchandler
CEO, Twilio

Sure.

Arjun Bhatia
Research Analyst, William Blair

I'm curious what that partnership entails exactly. It sounds like there's certainly a product, an AI collaboration. How about on the go-to-market side? Because you had Satya and yourself making an announcement virtually at Signal about what this partnership means. It seems like a pretty big evolution or a big partnership for the business at least. I'm curious what the details of the partnership will entail.

Khozema Shipchandler
CEO, Twilio

Yeah. I mean, it is big from our perspective. I think, you know, the beauty of the partnership is from a technology perspective, there is extremely little overlap in terms of the different products that are offered. It is highly complementary, you know, which I think has benefits down the road depending on, you know, how far and wide we take this relationship, number one. Number two, their technology is very good, right? I mean, they have obviously tremendous enterprise. We did kind of a bake-off in terms of like different AI capabilities that we wanted to have included as part of our kind of native tech stack. We found the ones offered through Azure to be extremely compelling. We have used Azure in part as part of our technology stack for a while anyway.

It is not like it was brand new and the integrations were going to be relatively straightforward. I think because they are so used to working with enterprise companies, they have made it remarkably easy for us to be able to integrate into their workloads. I think that has been great. You know, where things really take off is that when you actually put team, you know, when all the kind of people that are signing things walk away and, you know, the product teams are actually sitting together and working on stuff, our ability to launch a handful of products within a few weeks, both at our conference as well as at their conference, that kind of proves that these things are going to work, you know, from a technology perspective. We are starting there.

I think it certainly opens the door to do go-to-market things down the road, but we're starting the technology side.

Arjun Bhatia
Research Analyst, William Blair

Okay. Very interesting. All right. In the last few minutes that we have remaining, we've touched a lot in this conversation on the product innovation, the drivers of growth through acceleration. I think one of the other interesting parts of the Twilio story for investors in particular is the margin expansion. You've made a lot of progress over the last two years. You've kind of talked a little bit about the operational changes that you've made. You're at 16% operating margin, and I think your target is to get to 21-22% in the next few years here. What are the biggest drivers of margin expansion from here? And kind of what are you changing in the business from an operational perspective to be able to drive that?

Khozema Shipchandler
CEO, Twilio

Yeah. There's sort of a short, medium, and kind of longer-term dynamic to it. Look, in the short term, you know, the reality is that I think we're still like largely untapped when it comes to using AI inside the business, using automation capabilities inside the business. Quite frankly, there's more that we can do and are working on with respect to the right geographic mix of talent in terms of the business. I think the beauty of where we are today, I kind of briefly touched on this in the opening remarks, is that we like the size of our workforce and don't feel like we have to add headcount in spite of some of the growth characteristics that we're seeing, in spite of some of the product investments that we'd like to make, we can largely self-fund all that, right?

You know, think about the business being, you know, kind of relatively flattish in terms of the headcount. I think over time, you know, using automation and AI, we should be able to drive some OpEx leverage just off of that before I even get to the revenue line. I think that's really attractive. I think it's going to take a little bit of time, but I think the things that we're doing right now are using AI in terms of customer support, using AI with respect to our digital sales reps, diversifying the geographic footprint of the business, especially through backfills as attrition happens. All of that's underway. I think that kind of drives short-term margin expansion, shall we say.

I think in the kind of short to medium term, if you will, I think, you know, we're obviously targeting like revenue growth that's at higher rates than is part of our actual financial framework. You know, you've seen our ability to do better over the last couple quarters. I think that's obviously driven some upside, right, to guidance and stuff like that. I think if we can deliver at sort of our aspirations, that also drives some additional margin expansion capability, certainly drives additional free cash flow, which I think investors are particularly interested in. That's attractive for us, right? Like we're not intending to go through like some massive investment ramp. Instead, we think a lot of that ends up dropping to the bottom line.

You know, frankly, that allows us to kind of explore some things from a capital allocation perspective. We've been obviously very focused on buyback recently. I would say in kind of the medium to long term, a lot of these newer products will drive upside to your gross margins, right? You know, Verify is a really good and simple example where it's effectively an add-on to it immediately adds a software-like margin on top of, you know, SMS, which is kind of a, you know, in a middle margin product, at least for Twilio. That's attractive, right? The more that we can, before you even get to like full wholesale cross-sell, like if you can just do these add-ons, right, like that's really attractive.

I think voice, given that we're seeing what we are right now in the market, I think it's more attractive in terms of its margin characteristics. I think that helps over the medium to long term. I think ultimately like this one unified API of Conversation Relay, being able to use voice, data, AI all in one, that has attractive margin characteristics. I think, you know, those dynamics tend to boost gross margins over time. It's harder to do just because the weight of the business, as you pointed out in the very beginning, is so messaging focused. It'll take time, but we're very excited about it.

Arjun Bhatia
Research Analyst, William Blair

All right. Very interesting time in the story. Khozema, thank you so much. Appreciate the time.

Khozema Shipchandler
CEO, Twilio

Sure.

Arjun Bhatia
Research Analyst, William Blair

Thanks everyone for joining.

Khozema Shipchandler
CEO, Twilio

Great.

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