Good afternoon, and welcome to Samsara’s fourth quarter and fiscal year 2022 earnings call. I'm Mike Chang, Samsara’s Vice President of Corporate Development and Investor Relations. Joining me today are Samsara Co-Founder and Chief Executive Officer Sanjit Biswas and our Chief Financial Officer Dominic Phillips . In addition to our prepared remarks on this call, additional information can be found in our shareholder letter, press release, investor presentation, and SEC filings on our investor relations website at investors.samsara.com. The matters we'll discuss today include forward-looking statements. Actual results may differ materially from those contained in the forward-looking statements. Any forward-looking statements that we make on this call are based on assumptions as of today, March 2, 2022, and we undertake no obligation to update these statements as a result of new information or future events, unless required by law.
During today's call, some of our discussions will include our fourth quarter and fiscal year 2022 financial results. We'd like to point out that the company reports non-GAAP results in addition to, and not as a substitute for, GAAP financial measures calculated in accordance with GAAP. All financial figures we'll discuss today are non-GAAP, except for revenues and revenue growth. Reconciliations of GAAP to non-GAAP financial measures are provided with our press release and investor presentation. We'll make opening remarks, provide an overview of our business for those new to the story, dive into Q4 highlights, and then open up the call for Q&A. With that, I'll hand the call over to Sanjit.
Thanks, Mike, and thank you everyone for joining us today. Before beginning, I want to take a moment to recognize the war in Ukraine. While we don't currently have any employees there or do business in Ukraine or Russia, many of us have friends and family in the region, and our hearts go out to everyone affected by this tragic situation. Now, on to our prepared remarks on our first earnings call as a publicly traded company. Our IPO in December was an important milestone in advancing our mission to increase the safety, efficiency, and sustainability of the operations that power the global economy. It would not have been possible without our customers, partners, investors, and all the Samsarians who helped along the way. I'd like to take a moment to thank everyone that contributed to Samsara’s success.
We see significant market opportunities ahead and are confident that the best is yet to come. In fiscal year 2022, we achieved a significant company milestone in surpassing half a billion dollars of ARR while growing more than 60% year-over-year. Reaching this level of scale while maintaining a high growth rate is a testament to the team's hard work and dedication. We also continued to see exceptionally strong growth in the $100,000+ ARR customers. We now have more than 800 customers in this segment, including Roto-Rooter Services Company, The Chefs' Warehouse, Atlas Van Lines, Sunrun, Performance Food Group, the State of Tennessee, and many others. We see our success with large customers as a sign that our Connected Operations Cloud is resonating with large-scale, complex physical operations.
Before we get into the details of this quarter, given that this is our first earnings call, I'd like to spend some time providing an overview of our business for those new to our story and provide some perspective on what's driving our growth. Through our work deploying networks during our first venture at Meraki, we got to see a lot of operations up close. We saw a huge opportunity to digitally transform the world of physical operations across organizations in logistics, supply chain, energy utilities, food and beverage distribution, construction, local governments, and more. These industries are the backbone of our economy and make up more than 40% of global GDP. We're living in a time of rapid change. Over the last 10-15 years, digital transformation has disrupted entire industries. The way that physical operations businesses work hasn't kept pace.
We believe that the next chapter of digital transformation is about connecting the world's physical operations to the cloud, making operations safer, more efficient, and more sustainable. Historically, the complexity of physical operations made it difficult to connect and analyze data at scale. Recent breakthroughs in technology are unlocking this opportunity. First, the ability to collect vast amounts of data and process it in the cloud is growing exponentially. Second, more IoT assets are connecting to the internet. Third, an evolution in wireless technologies has enabled higher bandwidth and greater coverage, making it possible to do things like stream HD video in real time. Last, sensors are now being made smaller, at lower costs, and higher quality than ever before. These were all big enablers as we built Samsara.
We're bringing the latest in technology to the world of physical operations as we help companies make the jump from twentieth- century pen and paper processes to twenty-first- century digital technologies. For many physical operations businesses, digitizing their fleet is the first step to transforming their entire operations. Fleets are critical to moving people, goods, and services. They're central to the operating model of almost every physical operations business. We've seen tremendous traction with our safety and telematics applications for fleet, and we believe we're just scratching the surface of this market. As we began developing tools for fleets, we realized that they aren't just a collection of vehicles, they're part of a broader operation. We started asking questions about the other components of our customers' operations and uncovered new opportunities.
We saw that many of them have equipment out in the field, like tanks, generators, compressors, trailers, and other types of industrial assets. We connected those pieces of equipment to the cloud and offered the same visibility and insights customers had with their fleets. Customers loved that they could get this broader view of their operations on one platform, analyze and make changes to their operations based on the insights we provided. From there, the concentric circles of our product offering started to expand as customers started asking about their loading docks, warehouses, factory floors, and remote sites. The next area of technology we developed was connected sites. Site visibility is an application that lets customers pull video from IP cameras that are already installed and connects them to the cloud.
By bringing different parts of an operation together in a single integrated cloud platform that we call the Connected Operations Cloud, we unlock unprecedented value for our customers. Here's how the Connected Operations Cloud works. First, we aggregate massive amounts of data from vehicles, pieces of equipment, and sites using Samsara gateways. In addition to the data we gather directly, we also integrate with OEMs and other third parties to bring in external data. All this data flows into our cloud, where we process it, aggregate it, enrich it, and run it through our AI and machine learning models. From there, this data can be used to power workflows or provide alerts to customers. Ultimately, this manifests into different applications that we license to the customer, depending on what problems they're trying to solve. Our revenue primarily comes from 3-5-year subscription contracts.
Each license we sell corresponds to a specific application for a given asset, making it easy for our customers to scale up or down depending on their needs. Our Connected Operations Cloud is operating at a scale that's difficult to replicate, and that advantage is only compounded over time. The amount of IoT data we process in our cloud has more than doubled, from 2.2 trillion data points last year to about 4.6 trillion this year. In addition, API calls grew to 33 billion this year, an increase of more than 4× year-over-year. Video recorded on our IoT devices grew 2× to 85 billion minutes. We use this massive amount of data to regularly train our AI models and enhance their benchmarking data. Our customers are able to combine safety and telematics data to unlock new use cases.
For example, customers can exonerate a driver by recreating an entire accident. They can also benefit from risk-adjusted insurance premiums by quantifying the safety of their fleet. Samsara’s data-powered applications are meaningfully impacting our customers' bottom line. As more customers connect to the Samsara platform, the scale of our data grows, our models get better, and we have even more opportunities to provide rich insights and actionable tools to our customers. We have approximately 14,500 core customers around the world who touch nearly every aspect of the global economy. They are leaders in industries like transportation and warehousing, construction, field services, utilities, and local governments. Our horizontal platform is built to serve a wide variety of industries and requires little to no customization. This allows us to meet the needs of our diverse customer base and efficiently go to market with a horizontal sales motion.
Our global sales teams sell all Samsara applications to customers across all industries. Our direct sales motion includes an inside sales team and a distributed field sales team. We also work with a network of resale partners. We estimate our total addressable market to be $55 billion, growing to $97 billion by 2024, which represents a 21% compound annual growth rate. The world of physical operations is rapidly digitizing, and we're in the early innings of this massive opportunity. At Samsara, our people, our culture, and our shared mission drives our growth. Our team delivers world-class innovation and customer support that has distinguished Samsara year-over-year. Our laser focus on the success of our customers is the force behind our feedback loop, powering our product development roadmap and our close relationship with our customers.
This year, we are honored to have received awards that recognize the impact of our values and our culture, including recognition on the 2021 Forbes Cloud 100, the Forbes AI 50, and the Financial Times' Fastest Growing Companies in the Americas list. With that, let's dive into the fourth quarter. First, we saw strong sales momentum in Q4, driven by the addition of new customers and the continued success of our land and expand strategy. We ended the year with ARR of $558 million, up 64% year-over-year. During Q4, we added over 90 $100,000+ customers, which brings us to over 800 $100,000 ARR customers in total. I'll touch on some big wins from this quarter. First, we welcomed a new Fortune 500 customer in a seven-figure deal.
This peer-to-peer car sharing service operates in over 15 airports nationwide. They saw a sharp increase in demand due to limited rental car availability caused by chip shortages, so they chose Samsara’s vehicle telematics solution to track and maintain their 6,100 vehicle fleet. Our solutions help keep their fleet running longer and more efficiently. Now they're better positioned to gain valuable insights, improve efficiency, and increase fleet longevity across their extensive operations. Next, one of the largest office retailers in North America chose Samsara for their 1,100 vehicles and 40+ warehouse and fulfillment centers in a six-figure deal. They're using Samsara’s video-based safety and vehicle telematics applications to increase safety and reduce carbon emissions across their supply chain. During the Samsara pilot, they reduced safety events by 73% by using our real-time in-cab audio alerts and driver coaching.
This quarter, we also saw significant expansions with some of our largest customers. I'll highlight two exciting Fortune 500 expansions. The first is a distribution company with 10,000+ drivers and supporting teams. In a multi-million-dollar expansion deal, they added our vehicle telematics and driver workflow solutions to their current deployment of video-based safety coaching solutions. Samsara is helping them protect and create new efficiencies for their employees. The other Fortune 500 expansion is one of the world's largest logistics companies with more than 400,000 employees in over 220 countries and territories. They replaced several disparate solutions with Samsara’s Connected Operations Cloud and now use our video-based safety, vehicle telematics, apps, and driver workflows, and equipment monitoring applications across multiple business units within their organization. Samsara is providing an integrated view of their operations, improving their safety record, and improving their customer service.
With Samsara, they have a data trail and real-time visibility from the moment a route is created until the delivery is completed. Next, I want to talk about multi-product adoption. As I mentioned earlier, we began our platform with fleet applications, and have expanded our offerings to capture data from equipment and sites. With visibility into more parts of their business, customers are able to extract richer data and achieve better insights into their end-to-end operations. For example, Aunt Millie's is a 120-year-old family bakery that produces and distributes 500,000 pounds of bread daily across hundreds of stores. In Q4, they deployed Samsara site visibility to reduce the risk of theft and damages across their branches, retail locations, and offices. In addition, it protects the integrity of the product that ends up in the hands of consumers.
Aunt Millie's now uses Samsara applications for site visibility, video-based safety, vehicle telematics, apps and driver workflows, and equipment monitoring. This gives them real-time insights into the robust operations, which supports their long-term business goals for safety and efficiency. Finally, I'd like to share three examples of how we continue to build for the long term. First, we're making ongoing investment in developing our ecosystem of partners and integrations. We now integrate with over 155 partners to unlock data directly into the cloud. On average, our large customers are using four or more integrations. In addition to software partners, we've successfully integrated with leading OEMs of vehicles and equipment like John Deere, Ford, Navistar, and Komatsu. OEMs are increasingly embedding sensors and cloud connectivity in new vehicle and equipment models. Our OEM integrations help customers to bring IoT data from their assets directly into the Samsara cloud.
We are building an open platform that connects other business-critical systems to Samsara. Our customers get even more value out of our Connected Operations Cloud, leveraging our solutions we provide and the data we gather. This makes our platform even stickier and helps drive long-term growth. Second, our customer-centric approach and rapid pace of innovation are core to our long-term growth strategy. We released over 200 features in FY 2022. These included new workflows in the Samsara driver app, providing drivers the tools they need to operate safely and efficiently throughout their day. In Q4, we also released Camera Connector, which provides 360-degree visibility into road conditions and safety hazards by connecting with multiple camera feeds. Third, we attribute our growth to Samsara’s differentiated culture and shared mission to increase the safety, efficiency, and sustainability of the operations that power the global economy.
Specifically, the work we do helps customers reduce their environmental footprint, and it's a competitive differentiator that helps us attract and retain top talent. We plan to continue our hiring momentum in FY 2023 as we invest in the business to meet customer demand. We continued expanding our international footprint in FY 2022 by opening new offices in Mexico and the Benelux region. Our talent base across the organization also continues to grow. We recently brought on Dave Bossio as our Chief Information Security Officer. Dave is an industry veteran with over 20 years of experience building and scaling teams at Salesforce and Microsoft, and a welcomed addition to our growing team. Our total employee count is now over 1,600, representing approximately 30% growth in FY 2022. It's clear that Samsara is a top talent destination. This was a fantastic quarter and fiscal year for Samsara.
We're in a strong position. We're also excited to host our customer conference on June 15 and 16 , during which we will provide additional insights into Samsara’s trajectory and the future of physical operations. I'd like to end with a huge thank you to all Samsarians, as well as to our customers, partners, and investors. I know I speak for the whole team when I say we're just getting started and are excited by the tremendous runway ahead of us. With that, I'll hand it over to Dominic for financial highlights.
Thanks, Sanjit. As a reminder, please refer to our shareholder letter and investor presentation at investors.samsara.com for additional information on our Q4 results and FY 2023 guidance. Q4 was our strongest quarter ever. It was highlighted by incredible top-line growth, driven by continued large customer momentum, multi-product success, and significant expansions within our existing customer base. Before jumping into the results, I first want to give a quick overview of our business model. More than 98% of our revenue is generated from subscriptions to our Connected Operations Cloud. We typically sell 3-to-5-year subscriptions for all of our applications, each of which includes a standard set of services, including data collection, which usually comes from a Samsara IoT device, cellular connectivity, access to our cloud-based platform, customer support, and warranty coverage.
Because these services are included in each subscription, we recognize revenue from the entire license ratably over the life of the contract. As Sanjit mentioned earlier, each license we sell corresponds to a specific application for a given asset, making it easy for our customers to scale up or down depending on their needs. I also want to touch on how we think about our customer strategy. At the end of FY 2022, we had more than 28,000 total customers, approximately half of which are small customers with less than $5,000 of ARR who contribute only 7% of total ARR. The other half are core customers with more than $5,000 of ARR who contribute 93% of total ARR. This is the segment we're actively investing in going forward.
Within our core customers, we're heavily focused on large customers with more than $100,000 of ARR who contribute 45% of our ARR mix. Now let's get into the results. In FY 2022, we delivered meaningful growth at scale with ending ARR of $558 million, growing 64% year-over-year. Revenue in FY 2022 was $428 million, growing 71% year-over-year, and our Q4 revenue was $126 million, growing 66% year-over-year. A few factors drove our strong top-line performance. First, our investments in landing new customers and expanding our relationship with existing customers that pay more than $100,000 annually are paying off.
We now have 806 customers with ARR of more than $100,000 each, an increase of 91 customers in Q4, and an annual increase of 354 customers in FY 2022, or 78% year-over-year growth. As a result, $100,000+ customers now contribute 45% of our total ARR. Second, multi-product transactions continue to contribute significantly to our top line growth, showing the strength of our Connected Operations Cloud in the market. Eight of our top 10 deals in Q4 included 2 or more subscriptions, and over 70% of our core customers and 90% of our $100,000+ customers subscribe to multiple applications. We're also seeing multi-product adoption at scale. At the end of Q4, our vehicle telematics and video-based safety applications were more than 200 million of ARR each, and our remaining applications combined contribute more than 10% of total ARR.
Finally, Q4 was another quarter of strong customer expansions. While we added a record number of new customers in the quarter, Q4 was the first quarter ever that more than 50% of our net new ACV came from our existing customer base. As a result, our large customer dollar-based net retention rate continues to be greater than 125%, and our total customer dollar-based net retention rate continues to be greater than 115%. In addition to our strong top line performance, we continue to operate more efficiently as we scale. As a result, we saw strong year-over-year leverage across all functions. Our Q4 non-GAAP gross margin was 74%, compared to 72% in Q4 last year, an improvement of 2 percentage points driven by lower excess and obsolete inventory expenses.
Our Q4 non-GAAP operating margin was negative 14% in Q4, compared to negative 41% in the same period last year. The year-over-year improvement of 27 percentage points was driven by increased go-to-market efficiencies, including improved productivity and a stronger focus on cost management. Our adjusted free cash flow margin improved by 7 percentage points year-over-year, driven by the operating leverage I just mentioned, but partially offset by negative working capital adjustments, primarily from required upfront inventory purchases. While the global supply chain disruption continues to put pressure on critical component costs and availability, in Q4 we improved our gross margin, we shipped enough IoT devices to meet all customer demand, and we continued to build a larger inventory buffer to reduce the impact of future supply chain disruptions on our business. The final Q4 point I want to make is regarding hiring and headcount.
We primarily go to market with a direct sales model. As a result, adding more sales capacity, along with improving productivity, is a key driver of future growth. After reducing headcount capacity in FY 2021 at the beginning of the pandemic, we reignited our hiring engine in FY 2022 and grew headcount close to 30% this year. Q4 was one of our largest hiring quarters since COVID emerged, and we ended the year with 1,616 total employees. More than one-third of the net new employees in FY 2022 and more than 40% of the net new sales and marketing employees in FY 2022 started in Q4 alone. Based on our average ramp times, we expect the productivity of new sales hires in Q4 FY 2022 to be fully productive by the end of FY 2023.
In addition to ramping productivity, we expect to hire even faster in FY 2023 to drive durable growth for years to come. Okay, now turning to guidance. For Q1 FY 2023, we expect total revenue to be between $130 million and $132 million, representing year-over-year growth between 48% and 50%. Non-GAAP operating margin to be approximately -25%, and non-GAAP EPS to be between -$0.07 and -$0.08, assuming 507 million weighted average shares outstanding. For full year FY 2023, we expect revenue to be between $568 million and $578 million, representing year-over-year growth between 33% and 35%. Non-GAAP operating margin to be approximately -22%. Non-GAAP EPS to be between -$0.25 and -$0.27, assuming 514 million weighted average shares outstanding.
Please note we provide guidance based on our margin expectations or our operating metrics as a percentage of revenue instead of dollar-based results to align with our philosophy of prioritizing investments for growth while driving margin leverage in our model. Finally, we included some additional modeling notes for full year FY 2023 in our shareholder letter. To summarize, we're very pleased with our Q4 results and our first quarter as a publicly traded company. We're operating in large, fast-growing markets, and our customer demand has never been stronger as they embrace digital transformation to drive safety, efficiency, and sustainability across their physical operations. With that, I'll hand it over to Mike to moderate Q&A.
Thanks, Dominic. When I open the line for questions, when it's your turn, please limit your questions to one main question and one follow-up question. The first question today comes from Keith Weiss at Morgan Stanley, followed by Sterling Auty at JP Morgan.
Nice. Well, I thank you guys for taking the question. Very nice initial quarter, great to see that outperformance on the top line. I was hoping you could talk a little bit about the competitive environment, both in terms of obviously you guys are taking a lot of share in this market. These are growth rates well ahead of the overall market growth. Who are the competitors you're seeing, and why is Samsara winning and getting so much share? Maybe as a follow-on question, you talked about partnerships and integrations with OEMs to get the data from sensors that they're embedding.
Is there any sense to which those OEMs are becoming more of a competitive threat or is the heterogeneity argument just too strong for them to become real competitors to what Samsara is offering?
Hi Keith, this is Sanjit. You know on a competitive point, we see a number of different competitors depending on the kind of application we're engaging with the customer on. For example, there are different competitors in telematics versus driver safety versus even areas like compliance, connected equipment and connected sites. It's a fragmented set. The big pattern, however, is that they tend to be legacy incumbents. Their technologies haven't changed in 15-20 years, and the solutions are fragmented. The data is siloed, the customers can't gain insights from connecting all that data together. The biggest difference that we offer the customer is that we're one single consolidated platform. We have a massive data advantage. I talked about some of the statistics earlier in the call, but the amount of video we're processing in our cloud has now expanded.
The amount of data we're collecting in the cloud has expanded. The number of connections we offer is also unprecedented. That's our big differentiation, and I think one of the reasons we see customers switching over so quickly. In terms of market dynamics, I think the telematics market, while has been around for some time, is more penetrated. The driver safety market is more greenfield, and so we are just seeing the market expand. This is a $55 billion TAM growing to about $100 billion by 2024. It's just a growing market as well. The second part of your question, you asked about partnerships with OEMs and whether they're competitive. I think you touched on it, which is what we see today is that our customers have heterogeneous fleets.
They don't just drive one make or one model of vehicle, and so they wanna see data across all of their operations, and often not just trucks. They wanna see their warehouses, their factories, their equipment all in one place. Our OEM partnerships are really kind of playing into that where we can connect the data to our cloud directly. It's a better customer experience in terms of it being seamless and software driven. It does provide that full visibility and that's our differentiation, and that's something that OEMs alone cannot offer.
Excellent.
Okay. Our next question comes from Sterling Auty at JP Morgan, followed by Kash Rangan at Goldman Sachs.
Yeah, thanks. Hi guys. I'll just ask one question. If I simplistically think about your business as being, you know, solutions that are either in or attached to vehicles versus out-of-vehicle, when you look at the new customers that you brought on during the quarter, what percentage of those took something that was outside the vehicle? Like warehouse and some of the other use cases that you described.
Yeah. Hey, Sterling, it's Dominic. The bulk of our ARR and the new customers that we onboarded in Q4 and expanded to in Q4 are using you know, a vehicle-based solution. Whether that's telematics, safety, you know, driver application and workflows. About 10% of our ARR is outside of the vehicle, so that's things like connected sites and connected equipment. I think it's worth mentioning the connected equipment product, this was the largest net new ACV mix that we've seen ever in that product. Still seeing a lot of momentum in the vehicle-based solutions, but a nice quarter in our emerging products as well.
Understood. Thank you.
Our next question comes from Kash Rangan at Goldman Sachs, followed by Matt Hedberg at RBC.
I hope you can hear me okay.
Mm-hmm.
I'll take that as a yes, and so
I think we lost you there, Kash. Let's move forward, and we'll have Kash ask his question when he comes back. Let's move forward. Let's move to Matt Hedberg at RBC, followed by Kirk Materne at Evercore. Matt, are you on? Matt, do you have a question?
Oh, sorry about that, guys. I unmuted on Zoom, but not on my phone. Strong quarter, guys. You know, I think when we think about the potential drivers, ELD is something that's really starting to resonate, I think, with partners as well as investors as a tailwind here. Within that kind of the app and driver workflow, I guess maybe broadly compliance, how important is that when we think, you know, sort of long-term catalyst for growth in that segment?
Matt, I'll take that. This is Sanjit. ELD has been a nice tailwind to the business, but it's been around for quite some time. In fact, when we first started shipping the telematics product several years ago, the ELD mandate was just coming to the foreground and has continued to be in place now for heavy vehicles here in the United States. That being said, over three-quarters of our business is to vehicles that don't require ELD. In other words, they're not covered by the mandate. Now, those drivers often benefit from the driver-based app that we offer and the tools, so we simplify things like the walk-around inspections, start-of-day and end-of-day workflows, things like that. We are seeing strong adoption of our apps, and we expect that to continue.
ELD is a feature on that app, but it's again, not required for all the vehicles. We're happy to have it as part of the feature set, but we're actually just seeing strong adoption of apps in general out in the field.
Got it. That makes a lot of sense. Dom, one for you. Obviously a huge market opportunity, and I think you alluded to that on your spending expectations. International is massive obviously as well, and it's fairly under-penetrated from a Samsara perspective. How do you think about allocating expenses, you know, from an international perspective, given obviously a large market domestically here, but an untapped international opportunity?
Yeah. It's really. You know, it's a fine balance. The market opportunity in North America is still very, very large. 90% of our ARR is in the U.S. and about 10% outside of the U.S. We're still seeing a lot of incredible growth in our own backyard, and that is where the bulk of our investment dollars are. We do recognize that the same problems that exist for customers in the U.S. are very similar problems that exist in other markets. We are investing. That's one of the big priorities for us as we go into FY 2023, is more international expansion.
You know, today we're really focused on areas like Western Europe, Canada, and Mexico, and would expect those regions to grow faster than the U.S., although at smaller scale at this point.
Thank you.
Our next question comes from Kirk Materne at Evercore, followed by Michael Turrin at Wells Fargo.
Great. Hi, guys. This is actually Peter Levine. I'm filling in for Kirk. Congrats on the great quarter, and thanks for taking the questions here. I guess first just to start us off, you know, hiring in 4Q is obviously very impressive, 30% year-over-year. You know, the commentary suggesting that you're gonna hire even faster coming into this next year. I guess just, you know, with that as a baseline, given what we've been hearing about the competitive landscape in terms of just hiring talent, you know, kind of I'm curious how that plays into your hiring intentions for fiscal 2023.
Yeah. We really stepped on the gas. Sorry, it's Dominic, Peter. We really stepped on the gas hiring-wise in Q4. As I mentioned, you know, one-third of our total net new employees in the entire year started in Q4, and within sales and marketing, more than 40% of those FY 2022 hires, you know, started in Q4. A lot of focus on it. We were able to hit our FY 2022 goal of getting to over 1,600 employees, and as you mentioned, you know, almost 30% growth. You know, the expectation is to grow even faster in FY 2023. Q4 was an incredible hiring quarter from a gross adds perspective, but it was also our lowest, you know, attrition quarter that we've seen since pre-COVID.
You know, really pleased with the momentum that we saw in Q4 and leading into FY 2023.
Great. That's helpful. Just maybe if I could just sneak one more in here. You know, obviously the expansion within customers is really impressive. You're seeing more customers adopting, you know, more and more products, which is great. Curious on the net new, you know, net new customer add side, are you seeing customers sort of land adopting, you know, maybe 2, 3 products, or has the dynamics not changed that much, meaning, you know, the lands are still relatively small and then grow from there?
Yeah. It's, you know, really a mix. You know, as I mentioned in the prepared remarks, not only, I mean, it was an incredible expansion quarter for us, but we also. It was the largest number of new logos that we've ever added as well, and so it was a really nice balance of both. You know, we see customers land with, you know, with one application or with multiple applications. More than 70% of all of our customers have two or more products. That continues to be a big reason that customers are selecting us. 8 of our top 10 deals in the quarter were multi-product as well.
We're seeing a really nice mix, whether they're landing with one product, you know, or landing with multiple products.
Awesome. Helpful. Congrats again.
Our next question comes from Michael Turrin at Wells Fargo, followed by Alex Zukin at Wolfe.
Oh, there we go. Hey. Thanks. Appreciate you taking the question, and congrats on another major milestone here. Dominic, we know these are 3- to 5-year deals. We just talked about the expansion rates you're seeing with larger customers. Can you just talk about the visibility that provides in this model and maybe your framework and philosophy around guidance given the degree of visibility you might have with some of those larger customers?
Yeah. You know, as I talked about in the business model, 98%, you know, subscription recurring revenue, ratable revenue recognition, which provides us a lot of visibility. Going into a period, you know, we have more than 90% of our revenue is known, and we've got tremendous visibility into the next quarter, but also into the full year. I would say around guidance. You know, this is our first guidance out of the gate as a public company.
It's, you know, it's also our first guidance of the fiscal year, and so we wanna make sure that we're putting out numbers that we feel highly confident about hitting and then, you know, have the ability to increase our numbers throughout the year as, you know, as we see how our performance unfolds.
That's helpful. Just if I could sneak in just a quick follow-on. On the margin side, I mean, what stands out is the headcounts that you showed relatively flat on where you ended fiscal 2020. Are there efficiency gains you'd flag that give you confidence in the longer term margin structure of the business given the trade-offs you're making towards growth currently? Thank you.
Yeah. I mean, we are seeing incredible leverage across all of our functions, so, you know, all the way up to gross margin, we improved by 2 percentage points year-over-year. Sales and marketing, R&D, G&A, we're just getting more efficient. We're more productive. I think a lot of that is being driven by just, you know, our leadership position within the market. You know, decreasing sales cycles, increasing win rates, and, you know, and that is providing a lot of momentum in the business and a lot of leverage that we expect to be able to continue to show period-over-period.
Thank you.
Thanks, Michael. Our next question comes from Alex Zukin at Wolfe, followed by Kash Rangan at Goldman Sachs.
Perfect. Hey, guys. So maybe just the first one for Sanjit. As investors think about Samsara maybe 2-3 years out, what's the right way to think about that product mix from an ARR perspective? In the sense of if I think about a product or a set of products you're incrementally most excited about, do you see, you know, a Samsara where it's a third, a third, a third at some point? Kinda what are the products that you think get you there?
Alex, I think what we're most excited about is this platform. We're trying to give our customers full visibility over their physical operations, so that means connecting those fleet assets, giving them visibility over safety, but also their equipment and their sites and more. The way that I think about it isn't so much about one application versus the other, it's about enabling that entire platform. The market that we're serving with telematics and safety is very large. If you think about the TAM there, it's $55 billion and it's growing 20% year-over-year. We wanna make sure that we continue engaging with customers and expanding those deployments and getting more folks on the platform. On the equipment side, as Dominic mentioned, we had a great quarter for connected equipment. It was our best quarter yet.
That is an application that's also growing very fast, but it's just everything's trying to kinda keep up with the growth there. I don't know that you'll see the mix significantly change, but you should see this growth rate sustain, and that's really where we're focused, and then thinking about new applications that we can layer on top and add on to this platform over time. In the limit, Alex, I would say that you should expect us to ship multiple applications to these customers, not just two or three.
Perfect. Dominic, maybe for you, a two-parter. Just if I think about pipeline construction, as you look into fiscal 2022, versus, or calendar 2022 versus prior year at the same time, what are some of the—y ou know, like, if we think about growth limiters, you know, whether it's quota carriers or supply chain, or any other elements just to keep in mind, as you see this opportunity set in front of you?
I think that at this time now versus where we were a year ago, we obviously were coming out of COVID, you know, coming into calendar year 2021. I think we have a lot more, you know, visibility and momentum, you know, behind us and a lot more confidence that the customer demand will continue to be there now that we're kind of, you know, six quarters beyond that kind of initial impact. We feel really good about the pipeline as we go into FY 2023, which is.—y ou know, this is a, again, it's a direct sales model, subscription business, direct sales. One of the limiters is sales capacity, which is why we've really started to, you know, reignite that hiring engine in FY 2022, and in particular in Q4.
We expect to, you know, push that momentum into FY 2023, bringing on more capacity. You know, again, this is a sales model that requires the capacity to ramp over time and so we're excited about that new capacity coming on this year. Supply chain is also a constraint as we're, you know, navigating through this disruption. We've been able to stay pretty nimble, and we've been able to successfully find enough IoT devices to meet all of our customer demand, but it's something that we are monitoring and it's still, you know, potential headwind as we go into FY 2023.
Perfect. Thanks. Congrats, guys. Great job.
Our next question comes from Kash Rangan at Goldman Sachs, followed by Derrick Wood at Cowen.
Can you guys hear me okay this time?
That's great, Kash.
Perfect. Perils of driving and getting disconnected from the Connected Operations Cloud, the quarterly earnings conference call, are knowing that I'm actually driving. I wanted to say congratulations on your first quarter as a public company. One question for Sanjit. As you look at the market, one can make the market out to be fairly horizontal. It's more of a Control- C, Control- V. You know, just expand deployments. Part of me also thinks that there is a product roadmap here. There's a technology story here.
As you listen to your toughest customers, and the ones that are gonna be leading you on to bigger and bolder opportunities, what are you hearing, Sanjit, as to the next generation of problems that present opportunities that could help you materialize the TAM to a greater degree than what you can do with your current product offering? One, follow-up, question-
Mm-hmm
for Dom. Thank you so much
Sure. Kash, I love the question. What we hear from customers is they're excited about the data and the value that data unlocks for them. Once they can see not just their GPS locations, but their safety profiles, how their equipment's performing, how they're doing in terms of compliance all in the cloud, they start to see ways to connect that data to other systems. We have customers sharing this data with their insurance providers, using it for payroll. We see all kinds of interesting integrations. We now have over 155 integrations on our app marketplace, and that's a number that's been growing year over year. When I talk to our largest, most challenging customers, they're trying to find more ways to leverage that data.
Part of that is about getting more data into the cloud. The Connected Sites offering is a great example. They want data about their loading docks and their factories and their warehouses and remote sites. That's one area that we've been investing is connecting more data into the Connected Operations Cloud. The second area is around integrations and finding insights in that data. Training AI models, looking at even more video. I think I talked about a number, 85 billion minutes of video in the cloud. We're able to find deeper and deeper insights in that that helps provide risk insights, utilization insights, and so on. Those are the two categories I would say.
It's getting more data into the cloud and then unlocking more insights from that data, and that's an advantage that's compounding for us the larger we get in terms of scale.
Wonderful. Thank you, Sanjit. One for you, Dom. As you look at your sales productivity models, clearly the market opportunity is big, and the value proposition's very clear, and you're getting 50%+ of your net new ACV back to the base, great retention rates. Could the productivity get even better as a higher expectation that could be? Couple that with your sales hiring in fiscal 2023, could we be, I dare to use the word re-acceleration? We are at a point where the business could re-accelerate based on if then certain things that happen, subject to those conditions. Thank you so much, and congrats.
Yeah, I mean, sales productivity or kind of net new ACV per sales rep or per ramp rep is one of the key metrics that we track internally. As that is moving up, as sales reps are becoming more productive, that gives us a lot of confidence that we can go out and add more capacity into that model. That is what we've seen since coming out of COVID. Productivity has continued to improve. You can get a sense of that by just looking at our ARR per employee, which has continued to move up, which is a reason we are going to add capacity.
To your acceleration point, you know, our overall headcount grew 30%, almost 30% year-over-year in FY 2022, and we plan to grow overall headcount by more than that in FY 2023. About half of our total employees are in our sales and marketing organization, and I would expect that to be the same case as we move forward into FY 2023. To that point, yes, I do think that the overall hiring will accelerate.
Brilliant. Thank you so much.
Thanks, Kash. Our next question comes from Derrick Wood and followed by Matt at William Blair.
Great. Thanks. Maybe, and congrats from me as well. I just wanna stay on that line of thinking on the sales capacity. What's been impressive is that you guys have been fairly constrained in capacity over the last year, and yet you're hitting these great growth numbers. You're landing record new customers. Just, I'm curious, what are the drivers behind the improvement in productivity? Is it partly because of just the growing demand out of the market? How much benefit have you had from, I think you guys were not as well known, and you had to kind of push your way into deals. Now that your brand awareness is better, you're getting pulled more into RFPs. How much is that a factor?
Yeah. I do think that, you know, Samsara’s been selling for six years. We're, you know, we were founded in 2015, so we're a seven-year-old company. You know, as we mature, as we, you know, as we went through the IPO, a lot of these things are really tailwinds to us. You know, we are taking more market share. We are, it used to be the case where maybe we wouldn't know about a deal, or we'd get into it later. Now that rarely happens. You know, we're in all of the RFPs, and our customers are aware of us. Industry analysts, you know, are more aware of us.
That is definitely helping us with win rates and sales cycles, which is definitely contributing to the overall productivity improvements that we're seeing.
Yeah, if I can just add one thing. I would say we also have more industry practitioners who are familiar with Samsara who are recommending us to their peers in the industry, so we get more referrals as well. I think that's just something that time sort of yields for us.
Makes sense. A question for you, Sanjit. I mean, you guys can serve ESG initiatives, I mean, cutting carbon emissions with more efficient fleet operations. Just curious, how often is ESG a driving force behind a company investing in Samsara versus it being a nice derivative benefit? Do you see ESG becoming a bigger force of adoption, whether it be electrification or other new kinds of use cases that could be more of a driver?
Yeah, Derrick, I think you put your finger on it. ESG is becoming more front of mind for our customers, especially in the large enterprise, so we are starting to see the data from the Samsara platform appear in ESG reports, as many of our customers are trying to quantify their carbon emissions and figure out how to hit their targets. We are seeing customers make that transition to electric vehicles. That is a macro trend that we've been preparing for and building tools for. There you'll see us working with state and local governments, which is, I think, where we kind of saw it start a few years ago, but it's starting to occur across all these different vertical industry segments. Those are both there on the sort of environmental side.
We are also seeing a lot of interest in worker safety. That is something in the world of physical operations that's very front of mind for our customers. Our AI models that help keep drivers safe on the roads is being really well-received and is part of that broader kind of ESG stance. We are hearing it a lot, especially in the large enterprise. We're also living it ourselves, so you'll see an ESG report coming out from us in a few months. ESG very much is a theme, and it's actually always been part of our story. If you think about the mission of the company, we're helping drive safety, efficiency, and sustainability. We're excited to embrace that ESG trend and believe this data and these tools really help.
Great. Congrats.
Our last question today comes from Matt at William Blair.
Hey, guys. Thanks for taking my question. Just wanted to ask one on the business's sensitivity to the price of oil. With oil prices continuing to increase, obviously it improves the ROI that your solution provides your customers. Does that influence demand? Do you see a spike in demand at periods of time where oil prices are on a rapid rise like they are now?
Yeah, Matt, I would say, this is Sanjit. We don't see our demand directly correlated or connected to the price of oil. Now, fuel spend has always been front of mind. It's an operating expense that, and also a carbon emissions area that our customers would love to reduce. We have a lot of tools that provide deep insights into, you know, benchmarking of how you're performing, how much fuel you're using, that sort of thing. I do think as the price of fuel and oil in general increases, that our customers are gonna use this data more heavily to reduce their footprints. It's not something where we see, you know, more telematics product or less telematics sold in conjunction with the price of a gallon.
Great. Thanks, guys.
Thanks, Matt. This concludes the question and answer portion. Thank you all for attending our Q4 fiscal year 2022 earnings call. It was a great conversation. Past quarter capped off a very successful year for the company and reinforced the strength of Samsara’s Connected Operations Cloud and continued customer momentum. We're only getting started, and we look forward to updating you on our progress as we pursue the big opportunities that lie ahead. Before I let you go, I have a few short announcements. First, we'll be attending the Morgan Stanley Technology, Media & Telecom Conference in person on March 7, and the Wolfe Research Software Conference virtually on March 22 . We hope to see you again at one of those events. Second, we are hosting our inaugural Investor Day on June 14, in San Francisco.
Please send an email to ir@samsara.com if you're interested in attending in person. For those that prefer to attend virtually, our IR website will have a link to the live webcast. That's it for today's meeting. If you have any follow-up questions, you can email us at ir@samsara.com. Thanks again. Bye, everyone.