Arjun Bhatia — Analyst, William Blair
All right. Thank you so much for taking my questions, Isabelle. It's been a pleasure working together all these years, and wish you the best in the future. Actually, I wanted to maybe touch on your comment on the bottleneck sort of in Decisioning Studio.
I'm curious how much of a headwind was it not having those FDEs that you talked about. Now that you're kind of looking ahead and taking into account the demand for Decisioning Studio, how do you feel about the hiring and the headcount that you have brought on board over the last several months here to address the bottleneck?
Isabelle Winkles — CFO, Braze
Yeah. Thanks for the question and thanks for the comment. We feel really good about the momentum and the pace of hiring. Actually, I won't break out specifically the impact in Q1, but the purpose of the comments that I made in my prepared remarks are actually to give you an indication of the impact of the hiring and where Q2 revenue is likely to land.
We've given a range for the sequential off of Q1, so you can kind of see the momentum sort of starting to build there. That's thanks to that momentum that we have in the headcount increases. We're really pleased with that.
We've gone from zero to one on headcount in certain locations where we just didn't have this capacity. We were strong in the Americas region because that's really where Decisioning Studio was kind of born, and then had to start with EMEA and APAC, and we have now done that.
Arjun Bhatia — Analyst, William Blair
Okay. Perfect. Understood. That's very helpful. Bill, one for you. It seems just like on broader AI adoption with Operator and agents especially, it seems like customers are starting to adopt these capabilities. It sounds like you even had a win with an AI lab.
I'm curious how you think about just customer readiness to adopt AI, and they're sort of dealing with this in every function of their organization. Where does customer engagement rank sort of in this priority of AI projects and kind of being at the frontier of AI across the organization for your customers? Thank you.
Bill Magnuson — Chairman, CEO, President, and Cofounder, Braze
Yeah. I think there's two components, and we break down our product roadmap in the same way when we look at the demand signal and the prioritization from AI. One of them is transforming marketer workflows and making sure that teams are getting maximal productivity, that they're able to leverage the other AI tools that they're bringing into their tool chain, and we see that through increased usage of the Braze MCP server and a lot of different usage patterns expanding there.
The other side is on the performance and the quality of personalization and relevance optimization and other aspects of decisioning that we can bring to customers so that, one, they can achieve better results with their customers, but two, it also feeds back into the productivity, really allowing the marketer to ascend above the drudge work of going campaign by campaign, really drive higher levels of experimentation that lead to better performance and allowing them to operate more as a conductor or a composer of AI capabilities rather than being in the tool line by line, working through a lot of the manual processes that we've seen in the past.
I think both of those are key to the transformation agendas within organizations. We are also still seeing that customer education is paramount, both in the decisioning space specifically as well as in AI-driven optimization more generally.
I think we've been really happy with how our full-spectrum approach that is leveraging reinforcement learning, GenAI, and agentic approaches together is developing into a robust suite of BrazeAI offerings and a really exciting roadmap.
We're also seeing from Decisioning Studio what we were confident of in our analysis of the OfferFit acquisition last year, which is that it is a hard and complex problem space. It takes careful data science and a deep business problem understanding and a strong appreciation of the role of the marketer in all of that to meaningfully solve it.
Just the product quality, the quality of the deployments, the excitement that we see from people adopting new ways of working with BrazeAI Operator, as well as new ways of driving personalization and relevance optimization with both BrazeAI Agent Console and BrazeAI Decisioning Studio and Content Optimizer as well are all pointed in a really optimistic direction, and I think we're continuing to see this be an important prioritization point in broader AI transformation agendas simply because it both improves employee productivity and it drives the bottom line.
Brett Huff — Analyst, Stephens
Good evening, everybody. Isabelle, good luck on the next chapter. It's been nice working with you, so you'll be missed. Two questions from me. One, to follow up on the Operator point. Our understanding is that that's really been helpful in showing the power of AI to not just your more sophisticated marketers, but maybe those who aspire to be more sophisticated and has maybe made entry into that AI buying motion better.
I think that happened in 4Q, and it sounds like maybe with some more forward-deployed engineers, it could be happening again. Can you talk a little bit about if that's the sort of tip of the spear in what you're seeing in day-to-day selling, and is that dynamic that we understand to be true?
Bill Magnuson — Chairman, CEO, President, and Cofounder, Braze
Well, yeah. As I mentioned on our post Q4 earnings call, which was actually just 64 days ago, we had recently released both Operator and Agent Console to general availability well ahead of schedule.
Since then, we also completed the public launch of Operator and Agent Console, and we did that on stage alongside live product demos at the Braze City x City London event, which is our second-largest event of the annual calendar, and that was at the end of April.
Audience feedback was tremendously positive. We've since been featuring Operator and Agent Console at Grow with Braze events around the world. We've even hosted partner and customer hackathons that continue to drive ideation and adoption, and we're also moving fast on enhancing Decisioning Studio self-serve features.
We recently expanded support for Content Optimizer to include SMS, MMS, and RCS in addition to email and push support, which was already there. A multifaceted roadmap that continues to advance quickly. Customers are definitely still in different phases.
We've got some that have full production use cases, and we've been sharing the case studies on those, both in these earnings calls as well as on our website, in order to both share that with all of you, but also to help get the creative juices flowing amongst our customer base.
These are definitely new working paradigms. In particular, being able to incorporate agentic capability into Canvas and into that control plane, really understanding how to use the data sources that are there effectively.
We've done a lot of work in the product design to make sure that we can deliver context to these agents on a per user basis that's derived from first party data in a way that has the right operational guardrails, security and privacy guarantees, as well as the performance that is required in order to run these in B2C messaging use cases or in product experiences.
There's definitely still work to be done broadly across the customer base to first lay down the baseline education, then encourage early adoption and experimentation, and moving that into scaled use cases.
Brett Huff — Analyst, Stephens
That's great. Just quick follow-up, to put a finer point on the context question, as you imagine, we continue to get questions on the AI eating SaaS. It seems like you all are building in a lot of AI in a very specific and purposeful way.
Can you talk a little bit about this idea of pre-processing or context enabling pre-processing before giving data to an LLM in order to start thinking about total cost of LLM token use, making those more efficient? Just, it seems to us, re-emphasizing the importance of SaaS generally, but Braze in particular, in a very sort of important cost element that's going up quickly.
Bill Magnuson — Chairman, CEO, President, and Cofounder, Braze
Absolutely. I think anyone that has worked with the likes of Cloud CoWork or some of the other, what I would call single player agentic harnesses that are out there. We know that these tools have limitations. They still require a lot of babysitting and handholding. They can go off the rails, especially on long running tasks.
Similarly, the quality of the outcomes have a lot to do with the context that you provide, because a lot of their intelligence capability also rides on their ability to focus on the right things and to assign attention to the right aspects of the context.
A big part of what Agent Console provides is not just pre-processing of that context using the stream processing engine and the Canvas runtime that we have today, so that that context can be efficiently and rapidly provided to the agents so that they don't need to use a whole bunch of tokens going and processing all that context in the first place.
It also serves the role of designing and compressing the context so that the attention is more obvious for the agent. That allows for us to not have to rely on the most expensive, slowest state-of-the-art models.
We can use faster, higher performance, and cheaper models within those workflows, which is better suited for, at least with current technology, is certainly better suited for these B2C use cases.
It allows for us to manage the overall quality of outcomes, performance, and cost tension that exists when you're using these models. Absolutely a lot of careful product design, a lot of learnings. We're very fortunate to be right on the frontier with the most ambitious tech-forward, data-driven marketers on the planet, who of course have always characterized the Braze customer base.
We're getting great engagement from our agency and systems integrator partners on this front as well as they're bringing in specialist teams to be able to really flex these tools in new and creative ways.
That's coming together with what Canvas has always done a great job of, which is being a control plane. Of course, the job of the control plane in an AI-native world also requires careful attention to context engineering.
Brett Huff — Analyst, Stephens
Awesome. I appreciate it. Thank you.
Bill Magnuson — Chairman, CEO, President, and Cofounder, Braze
Absolutely.
Scott Berg — Analyst, Needham
Everyone, nice quarter here. First question is on the jump in professional services revenue in the quarter. Isabelle, my guess is that the jump there is partially related to these new forward-deployed engineers and their hiring and getting ramped up to speed. My question is, one, to validate that, and is this the new run rate level?
As we think about this line item, is it truly an enabler of selling additional subscription revenue? Lastly, in that professional services great question there is, how much of that is pressing on gross margins today?
Obviously, the premium channels the last couple of quarters have pushed on margins a little bit because of their costs, how much further do we expect those increase in professional services revenues to maybe eat at gross margins? Thank you.
Isabelle Winkles — CFO, Braze
Yeah. Thanks for the question. Just first, yes, it's partially related to the forward-deployed personnel that mix in. Actually, a bigger part of it is related to some packaging changes that have occurred relative to how we sell our CS entitlements.
They were previously fully bundled into the subscription piece with a bit of an allocation into professional services based on activity. We've actually become a little bit more specific there and created some line items and SKUs for CS purchases.
This allows customers to have a little bit more transparency in terms of what they're buying. It allows us to realign the workforce and have the right number of people that are actually being paid for by customers.
From an accounting perspective, it simply creates the fact pattern that you're starting to see with a bit more of an allocation or attribution, rather, into professional services. Part of the reason I wanted to disclose the percentage of the professional services that behaves on a recurring basis is we thought it was important to explain that there is no fundamental change to the revenue recognition.
It is just a geographic change between the subscription line item and the professional services line item. I think that's how I would describe it. In terms of the gross margin impact, it's a little bit of an impact there from the personnel, but we've also been able to realign things with strategic cost optimized location strategy there. Really the messaging is a primary component to the gross margin story.
Scott Berg — Analyst, Needham
Understood. Thank you. I'd be remiss not to say good luck. Wishing you good luck in the next spot, and hope we get to work together again.
Isabelle Winkles — CFO, Braze
Thank you.
Scott Berg — Analyst, Needham
From a follow-up question, how do we think about the impact on sales cycles, Bill, with all the new AI modules that you've released? The last 6-8 months has been a huge innovation boon for the company, including a couple that you've released early here recently. Is that delaying sales cycles?
Is it speeding it up? It seems like deals are getting bigger, but sometimes, that can be offset by time frames. How do we think about this in this environment where spending seems to be on the rise and on the increase?
Bill Magnuson — Chairman, CEO, President, and Cofounder, Braze
I think you're seeing in the bookings results that we're seeing higher velocity decision making. We've also seen it in our competitive win rates, and I think those things work together with a strong differentiation in the offering, which is, of course, led by the AI roadmap, since that's front and center for all purchasers right now and everyone evaluating either software transitions or new purchases into their technology ecosystem.
That is coming together in order to create more efficient sales cycles, and we're seeing that. We shared that in the bookings results following Q4. We similarly saw great competitive win rates and higher deal velocity than we have in prior years throughout the quarter. We're responding to that with our own teams as well in terms of how we're organizing within our sales teams.
As we've talked about in the past, we've also been doubling down on verticalization of our sales teams in this year so that we've got stronger familiarity and more alignment within the key verticals within Braze.
That's really helping drive alignment, not just with customers so that we're speaking their language and that we understand their business models more deeply, but it's also helping with alignment with partners and within the broader ecosystem.
Partner alignment tends to help out deal cycles as well because the architectural questions get resolved faster, and we're able to bring in the social proof of trusted partners that are already installed at partners to be able to expand or graduate into Braze. I think we're liking what we're seeing there.
Similarly, as you mentioned, I think we're seeing pretty similar macro conditions as we have over the last few quarters. Not a big change to really report there. We're seeing the opportunities for higher velocity, and we're seizing them.
Scott Berg — Analyst, Needham
Excellent. Nice quarter. Thanks again.
Bill Magnuson — Chairman, CEO, President, and Cofounder, Braze
Thank you.
Ryan MacWilliams — Analyst, Wells Fargo
Excellent. Thanks for taking the question. Bill, it looks like you're seeing monthly active users increasing and your net retention is increasing. I know MAU is not a great metric for your business, but it just seems like the digital ecosystem over the last few quarters has really shifted for the better.
AI or not, what are some of the things you're seeing from your customers, and are you seeing your existing customers activate on more campaigns and more message sending at this point?
Bill Magnuson — Chairman, CEO, President, and Cofounder, Braze
Yeah, well, we're definitely seeing more campaign creation. In fact, we saw an interesting proof point of that that parallels our own experience with use of agentic coding tools, which is, of course, with our engineering teams, as soon as you can start to pump out code faster, the bottleneck appears at reviewing that code and deploying and releasing that code.
We're seeing similar impacts within our own customer base, where BrazeAI Operator and use of other agentic tooling is speeding up campaign creation, content creation. People are doing more experimentation, et cetera. That, of course, is increasing both the demands on QA for all of them, as well as just the complexity that comes about when you've got more programs running simultaneously.
We actually, at the customer advisory board that we did at Braze City x City, automated QA and agentic automation of QA, which we were very happy to share with everyone, actually entered beta that same day as an offshoot of our BrazeAI Agent Console product, was one of the top demanded features, and that's actually the first time I can remember that being the case in a customer advisory board.
I think that you're already seeing some of the implications of enhanced marketer productivity moving into other parts of their overall workflows. Then, of course, there are a bunch of caveats around monthly active users, but of course, we're happy to see growth amongst the overall network, growth amongst the mobile community as well.
I know that you've been closely tracking App Store submissions and things like that. Obviously, those fact patterns remind me of 10 years ago as we first launched into the mobile universe and those mobile app stores started to take off.
We certainly operate up at a level where those mobile apps will need to mature over time, and we're no stranger to that from the early days of the App Store. Even today, there's millions of apps out there, and we only have single digit thousands of customers.
Obviously, there's a match there for our business model and how those mobile apps will mature and then graduate to becoming Braze customers over time, and we're really excited to bring them into the picture.
We also do have a number of very fast-growing, fast maturing AI native applications that have come into our customer base over time, too. Definitely an exciting time to broadly be in software. People are out there building, they're growing, they're expanding, and that's great to see.
Ryan MacWilliams — Analyst, Wells Fargo
Excellent. Yeah. Great to see the prominent AI lab win and ramping AI natives. Isabelle, pleasure to work together. Just wanted a point of clarification on the professional services side. You mentioned CS credits. What are those? Just that's not something I was too familiar with.
Just from your perspective, it seems like this is coming up in my investor conversations. Do you just view it as like moving one bucket to another, like the composition is just the revenue is very similar to last quarter, it's more just an accounting change for this quarter and the difference between the mix there?
Isabelle Winkles — CFO, Braze
Yeah. That's exactly right. Let me clarify. CS is simply the customer success entitlements that were previously bundled in with the subscription platform fee, are now separately SKU'd out, and can be purchased separately by the customers.
That's what you're seeing. Just to do the math for you, what this means is that, I said that about 85% of our professional services is recurring, obviously the subscription component is recurring. That means, in total, you're looking at about 99% of our revenue is on a recurring basis.
Ryan MacWilliams — Analyst, Wells Fargo
Okay. Appreciate the clarification. Thank you.
Parker Lane — Analyst, Stifel
Hey, team. Good afternoon. Thanks for taking the question here. Bill, one of the things you guys talked about when you brought Ed in was not only verticalization, but adding a lot more capacity to this business. I think you messaged this earlier this year that you'd see a big ramp into the second half of the year. Can you just talk about how that's tracking according to expectations or where that is and where you expect that to have the biggest impact on the business?
Bill Magnuson — Chairman, CEO, President, and Cofounder, Braze
Hiring across the sales and field organizations is absolutely a priority in the business right now. As you know, we have, in particular in the enterprise, there is a relatively long ramp time as new account executives come into seat and get to know their patch and engage in enterprise deal cycles, which are of a typical length at Braze, but still counts in quarters sometimes.
Early in the year, sales hiring and capacity expansion has been an important priority. It'll continue to be. We're on track for that so far through the year and continuing to bring in great people into the organization. I think that the Braze story is resonating really well amongst the software category right now.
The combination of our results as well as our AI roadmap is just bringing in some really excellent talent. We've been really excited to be able to continue to grow our teams through this period.
Parker Lane — Analyst, Stifel
Got it. Obviously just seeing some nice improvements in DBNR here and all cohorts of the business. With Decisioning Studio coming in its first year in the business, you've got Operator and Agent Console out there, what's the right framework to think about the potential impact to DBNR? Do you think about these tools as helping you sustain these levels? Is there potential for it to break out further from here? Anything there would be great.
Bill Magnuson — Chairman, CEO, President, and Cofounder, Braze
Yeah. Well, first of all, Decisioning Studio, obviously because of its price point at around $200,000-$300,000 per use case, has the ability to have a more direct short-term impact on upsells.
We've also been broadly expanding the product portfolio, putting more SKUs in place for our sales team to go and sell, more use case expansion, more channels, more AI to be able to optimize those channels, and we're really looking at it as a full portfolio play.
Parker Lane — Analyst, Stifel
Thank you.
Brian Peterson — Analyst, Raymond James
Thanks for taking the question. Isabelle, it's been a pleasure working with you. I'll keep it to one. Just as we're thinking about the importance of first-party data, I know in AI that will be critically important, Bill. I'm curious how much that's a factor in some of these win rates improving that you're seeing. Just would love to get any color there. Thanks, guys.
Bill Magnuson — Chairman, CEO, President, and Cofounder, Braze
Yeah, I think the key thing is just that the differentiation is clear right now. When you look at Braze versus the broader competitive set, we combine together the industry-leading vision with an incredible customer community that we're able to develop at the frontier of these technologies right alongside.
That also includes our partner ecosystem, alongside all the amazing agencies and systems integrators that we work with that continue to push ahead. We're moving really fast on development across the full suite of BrazeAI offerings.
I think we also had a huge starting benefit in that our platform is vertically integrated. It's been almost entirely organically developed, which means that there's not a bunch of hidden complexity and tech debt throughout the system.
We've done a great job over the years of continuing to upgrade underlying programming languages, different frameworks, major versions of all of our underlying technologies, et cetera.
That puts us in a great position to be able to move fast with our roadmap and to be able to scale new capability on top of what is the industry's most reliable, highest performance stream processor in this space.
That just gives us a ton of latitude to be able to develop quickly. When you combine together a very strong fundamental starting point from an engineering and a product health and a product quality standpoint with an ambitious roadmap, the ability to invest in R&D due to our scale, really great signals from the market in terms of getting access to real-time feedback from the most innovative marketers and partners out in the ecosystem.
I think that combines together to put us into an advantageous position that we've been leveraging for several quarters now through this AI build-out, and that's coming together in real, tangible, concrete products that customers can see in sales cycles, they can use in free trials, they can put their hands on them, they can deploy them in production, and they can scale them into production use cases. Both the leading vision there as well as the fact that they're live and they're available now are combining together to really resonate in the market.
Brian Peterson — Analyst, Raymond James
Thanks, Bill.
Bill Magnuson — Chairman, CEO, President, and Cofounder, Braze
Yep.
Matt VanVliet — Analyst, Cantor Fitzgerald
Hey, good afternoon. Thanks for taking the question. It's been nice working with you as well. Good luck on the next step there. I guess when you look at overall adoption of the Flex Credits, especially as premium messaging is coming in, I guess at this point in the year, how are customers tracking versus maybe even where they entered the year in terms of allocation there? What's been the pace of customers coming back and just realizing the value and looking to upgrade their allotments before maybe some of the critical fourth quarter selling seasons?
Isabelle Winkles — CFO, Braze
Yeah. Look, the uptake and the adoption of the Flex Credits, it's really the only way we sell. We've actually changed the name. We're now calling them Action Credits because they do encompass more than messaging. The uptake, it's really the only way we sell. All of our customers that are renewing and all of our customers that are buying new, they're all on this approach.
There is the opportunity for more mid contract term upsells. We're seeing generally similar buying patterns where we've been talking about this for some time, customers generally buying a little bit closer to their known needs and then upscaling their purchases as they need more. Look, we're really pleased with the direction of travel of the dollar-based net retention.
That is an element to it, of seeing the upsells that are coming in through that SKU with the flexible credits. It's all working together with helping us sort of retain and help customers get the most out of the platform.
Matt VanVliet — Analyst, Cantor Fitzgerald
Following up on the FDE discussion, I guess two-part. One, I know you said you're ramping up the hiring, and it seems to be going well, but is there still a significant amount more capacity to be added in to meet the demand you're already seeing in Decisioning Studio?
Kind of wrapped in that, I guess at what point in the first quarter did you get back to a point where you could start meeting the demand levels? So thinking about how much of the quarter actually was significantly bogged down versus some of the commentary you made going into second quarter.
Bill Magnuson — Chairman, CEO, President, and Cofounder, Braze
Just to give you a quick measure on the end of your question, as we ended Q4, we were being forced to push start dates on Decisioning Studio deployments out in excess of four months in some cases, depending on the region.
We've cut that about in half over the course of Q1, and that's through both the ramp and the hiring, but also doing things like doing in-person group onboarding in order to accelerate the readiness dates of those new hires and just be able to get people deployed into new projects faster. There's also a robust roadmap that the Decisioning Studio team is executing on to be able to create more self-serve capability.
They also have a version of the BrazeAI Operator that is under active development right now that will be able to start to do some of the activities that were previously delivered through those personnel.
We've got a lot of development underway, both in terms of the practices with how we grow the team as well as in the product itself in order to be able to more rapidly deliver BrazeAI Decisioning Studio to do so with more efficiency so that we can just get more instances of it out in market and so that we can deliver it to customers faster.
That's still a journey that we're going to be on, but we still have a very robust roadmap of improvements that are that we've got high certainty on, are going to continue to improve that picture over time, and we're excited about it.
I think at a base level, we've also just been really excited to see that while there's been a lot of bluster and recent entrants into decisioning from a competitive standpoint, we continue to see that no one can hold a candle to Decisioning Studio in terms of the overall product quality.
For those that have been with the Braze story for a long time, that's a familiar position for Braze to be in, and a position we like to be in, and we're continuing to invest heavily in making Decisioning Studio faster to deploy, more self-serve, and there's a lot more to come on that. I'll also say that we're very happy with the foundation and today's momentum as well, even in an increasingly competitive environment.
Matt VanVliet — Analyst, Cantor Fitzgerald
Great. Thank you.
Clark Wright — Analyst, D.A. Davidson
Awesome. Thank you. Bill, you noted during the prepared remarks that one of the logo wins this quarter was a prominent AI lab, and increasing your presence in data intensive workloads is a priority. Can you talk about the steps you need to take or the partnerships you are leading into in order to increase your presence specifically with data intensive workloads?
Bill Magnuson — Chairman, CEO, President, and Cofounder, Braze
Yeah. First of all, I think that this is a continuation of a journey that we've been on for multiple years. For Braze, having quick and complete access to basically all relevant sources of first-party data within the customer's ecosystem, whether those are directly generated by user activity and we need to process them in milliseconds, or they're the result of deep data science work that's being done to build out additional models or other data warehousing, long-running work like identity resolution and what have you.
We want to be able to have rapid and complete access to all the insights available in order to drive the quality of the personalization and the other decisions that we make along the way. That has meant a robust investment and partnership posture for Braze for a long time. We're continuing to lean into that.
We've got an exciting roadmap of continued expansion for the Braze Data Platform, as well as for the MCP servers and API integrations into the Braze Data Platform throughout the rest of the year.
We also have exciting advancements that we continue to push ahead across the likes of Google BigQuery and Snowflake and Databricks, and you're going to continue to hear more about those throughout the year. It's always been and will continue to be a multifaceted investment posture.
The most important thing for Braze is that we have rapid and complete access to the insights that we need in order to drive the intelligence that lives in the orchestration and the control plane and the personalization layers of Braze so that we can deliver the best possible product and messaging experiences to customers.
The other side of that is also, of course, getting access to creative and content. We announced the Creative Studio launch at Braze City x City in London at the end of April. That included integrations with both Figma and Canva as well, which we're really excited to continue to develop and expand throughout the course of the year.
Really just looking at these pipelines that feed the Braze orchestration engine, which is inclusive of context of all kinds. That means making sure that we've got robust investments into the Braze Data Platform, that the Braze Creative Studio feeds that from a content and a creative standpoint. Then, of course, our composable intelligence vision of the agentic capabilities and a lot of the context that drives them all integrated directly into the Braze ecosystem.
Clark Wright — Analyst, D.A. Davidson
Awesome. Thank you. Isabelle, one for you. In terms of the penetration rate of the Decision Studio, how should we think about the ramp there, given the headwind, or at least the friction that you've kind of aforementioned in the prepared remarks, and where should we think about that heading forward as we look at the new logo growth that we see today?
Isabelle Winkles — CFO, Braze
Yeah. Look, we're really focused on continuing to upsell our install base with the capability. Remember, we count the customer at the ultimate parent level, and so first, we're going to see deeper penetration of sales of Decisioning Studio to within our existing customer base. I wouldn't necessarily look for that to increase the logo count immediately.
We are certainly excited, both comments that I made and then comments that Bill made around the headcount that we've been able to add on the forward deployed personnel. We're excited to continue to fulfill that pipeline. The pipeline continues to be really robust and to build through the rest of the year.
Clark Wright — Analyst, D.A. Davidson
Got it. Thank you.
Nick Altmann — Analyst, BTIG
Awesome. Thank you. Isabelle, it's been great working with you, and wishing you the best of luck in the new role. Bill, the legacy replacement cycle seems to be continuing very nicely. I think you mentioned eight-figure customers are now at five. My question is, how much has Decisioning Studio, Agent Console, Operator sort of driven that acceleration?
I understand some of these customers may not be adopting these tools right away, but maybe just talk about how the new AI offerings, the innovation in the roadmap is actually driving some of that replacement strength that you're seeing, and whether that gives you more confidence in adoption and monetization on the agentic side over the medium term.
Bill Magnuson — Chairman, CEO, President, and Cofounder, Braze
Thanks. Yeah. I think all the commentary that I've had about the role that our AI roadmap and our AI offerings have had on new business also applies to a lot of these expansions, because frankly, everyone is looking at their software stacks right now and questioning whether or not they have the right capabilities and whether they've got the right partnerships and the right vendors to be able to make sure they're taking advantage of this AI transformation as maximally as possible.
You're not winning expansions like that with organizations at this scale and at this level of sophistication without them having full confidence that you're a vendor that they can rely upon to partner with as part of their own AI journey. I think it's just as applicable there.
One of the other things that we're seeing, and Braze's product and our strategy has always been at the convergence of both the marketer experience and the raw capabilities to be able to drive high performance personalization and such, which I mentioned earlier, both the marketer experience and the consumer experience, but also the continued evolution of consumer behaviors and consumer devices.
We've spoke about this a lot in the past, but we are also seeing that in the face of some of the uncertainty around things like agentic commerce, that within the retail category as an example, companies are starting to prioritize CRM higher right now because they know that, as we've seen in so many other categories that have been disintermediated by agents,
Whether those are online travel agents in the story from a decade ago or more than a couple decades ago, or the story from a decade ago of a lot of the restaurant brands being disintermediated by delivery platforms.
Of course, you can see in Braze's history that we've benefited from those disintermediations because it causes brands to double down on connecting more directly with their customers to make sure that they've got the first-party data to understand who those customers are, that they can communicate with them, and that they can nudge them toward being customers that don't come in through these disintermediated platforms or other user experiences where they achieve lower margin, they don't get as much data, et cetera.
In preparation for potentially seeing more agentic commerce out there, we're actually seeing retailers doubling down on their CRM investments so that they can get closer to their customers, and they can understand them more completely and be able to keep those lines of communication open. I think that across the board, we're seeing the drive for additional marketer productivity.
We're seeing the demand for greater performance and results through wielding these advanced capabilities. We're also seeing the continued drive toward building strong first-party relationships with customers, which is, of course, in our mind, a sustainable business tactic through all generations of technology.
Derrick Wood — Analyst, TD Cowen
Great. Thanks, guys. Isabelle, great to work with you. Good luck on your next endeavor. I wanted to ask about the U.S. carrier fees on the SMS side of the business. They have been on the rise. Curious how you guys are kind of absorbing this. Are you passing this on to customers or not? Have you seen any impact from demand elasticity, and what are the implications for gross margins, especially as we look through the rest of the year?
Isabelle Winkles — CFO, Braze
Yeah. We've approached these in a very consistent manner over the last several years. We do pass those on directly to the customer. We've been very consistent. Any changes in price there are borne by the customer. I would say we've been talking about premium messaging channels, having that impact over time on the gross margin. This is a component to it. It all mixes in. It's everything from sort of WhatsApp to general SMS carrier fees, all of it combined.
Sammy Cogganon — Analyst, Barclays
Hey, guys. This is Sammy Cogganon for Raimo Lenschow. Thanks for taking the question. Bill, as Decisioning Studio and Agent Console continue to gain traction with your customer base, how do you think about the long-term coexistence between LLM-based agentic decisioning and reinforcement learning-based decisioning? Are those use cases or customer verticals that might be better suited for one versus the other?
Bill Magnuson — Chairman, CEO, President, and Cofounder, Braze
The short answer is absolutely, there are different use cases that either of those technologies in isolation as well as various hybridizations of them are going to be best suited for, and that truth is a big part of our full spectrum AI strategy that we continue to build out. To go back to also that the split between the marketer experience and marketer productivity, and then the customer experience and customer outcomes.
We are also seeing a variety of different approaches on both sides of that. On the operator and the marketer experience side, we're also actively expanding our investments in our MCP service, in our API suite, and in the proprietary Braze operator. We also have customers who are already using agentic computer use to automatically operate our dashboard.
We believe that hooking those agentic harnesses into operators, Braze-specific training, and tool use is going to be the stronger usage path in the medium and long term. We prioritize building out the in-dashboard experience for operator first, but we're also investing in allowing the operator's intelligence to be flexibly leveraged through a variety of usage patterns.
We're also, on that point, really excited to see innovation coming from customers utilizing Cowork and other agent harnesses to interface directly with Braze. We also know that we're still in the beginning of that. Most agentic tool use still requires a ton of hand-holding. It's also mostly individual or what we call single player exercise of those tools today.
Marketing is typically a multiplayer activity, and it inherently crosses over a lot of different disciplines, it touches broad parts of the customer journey, and it benefits from both creativity and deep data analysis, which often is done better in teams.
We want to enable BrazeAI capabilities for the marketer in a composable and a flexible fashion, supporting a variety of both single player and multiplayer AI-enabled workflows. We're going to continue to invest heavily there. Across the decisioning side, I think it's also helpful to go back and look at how we've interoperated with data, and creative, and personalization sources over the years.
We see, both in our partner ecosystem as well as from hyperscaler services and home-built capabilities, that often customers will want to hook into Braze in order to either provide additional data sources or maybe there's a specialized vendor from the Braze Alloys partner ecosystem, or something that they've been investing in for a long time internally.
For us, the critical components of the architectural mode are ensuring the real-time access to high-quality first-party data. We do that with the Braze Data Platform and our composable design. We want to maintain a strong foothold in the control plane, which we do through Canvas, Agent Console, through decisioning, and through our many air traffic control capabilities, and things like Content Optimizer.
DJ Hynes — Analyst, Canaccord
Hey, thank you, guys. Isabelle, congrats to you and best of luck. Bill, I'm curious if you're seeing any of your large enterprise customers rethink organizational structure around customer engagement because of AI. Longer term, do you still think marketers and CX teams themselves remain the primary user, or does this all go autonomous at some point?
Bill Magnuson — Chairman, CEO, President, and Cofounder, Braze
First of all, one of the things that we continue to see is something that's been true for a long time in our customer base, which is that Braze is typically being used by small, agile teams of what I would call builder marketers, right? These are marketers that are on the leading edge of using new technology.
They're doing data-driven and experimental work, and they build these experiences, right? They use Braze and other tooling around Braze in order to build and deploy the ideas and the experiments that they want to run, and the optimizations around those. Unlike large support desks or other teams that have historically had a lot of headcount, Braze has always been wielded by the small, resourceful, tech-forward teams.
Their productivity is of the utmost importance because they're always limited and small in the work that they can do, and especially every time we bring a new capability to provide better performance and better optimization, the demand on those teams to go and leverage that in order to drive the bottom line exists within those companies.
In order for them to fulfill those demands, they need higher levels of productivity. Putting that in a virtuous cycle where We create the opportunity for those marketers to deliver more impact.
Then they, of course, subsequently need to be made more productive, and we work on both of those in a loop. I think that with respect to org chart evolution, Braze has also driven a lot of org chart evolution over time.
In our early days, it wasn't uncommon to have every single channel, like separate web, mobile, and email teams. Now it's much more normal to just have a consumer CRM or a customer engagement or a growth team that is responsible for cross-channel engagement. The way that the responsibility bridges into product experiences versus messaging experiences tends to vary from company to company.
The trend line is all about having a more holistic point of view over more and more of the customer experience, and being able to put the management of that customer experience in the hands of someone that is also deeply in tune with the business strategy and the business goals.
The convergence of both that perspective and the deep understanding of the customer and the business goals has historically lived in marketing and growth organizations or product organizations.
Bill Magnuson — Chairman, CEO, President, and Cofounder, Braze
Thank you, everyone, for joining the call today. We appreciate your continued interest in Braze and your support, and we are looking forward to speaking with you soon. Cheers.