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We undertake no obligation to update them. I would like to highlight that this webcast is being accompanied by slides. We will post the slides and a copy of our prepared comments to our investor relations website immediately following the conclusion of this call. In addition, please note that all comparisons are year over year unless otherwise indicated.

Finally, we invite you to join our annual AI summit, which will be live streamed on our website at 11 a.m. Eastern Time on March 19th. You can register at uipath.com. Now, I'd like to hand the call over to Rob.

Rob Enslin -- Co-Founder and Chief Executive Officer

Thank you, Kelsey. Good afternoon, everyone. Thanks for joining us. I want to start by extending a massive thank you to our team.

Your hard work, dedication, and innovative spirit are the driving forces behind our success, and I can't wait to see what we accomplish together in 2025. We reported a strong close to the fiscal year, exceeding our guidance across both top- and bottom-line metrics, driven by demand for the depth and breadth of our platform and the team's focus on customer success, which is at the core of everything we do. Our momentum also reinforces my confidence in the strategic role we play for our customers and the investments we are making in our future. We delivered fourth quarter net new ARR of $86 million, ending the year with total ARR of $1.464 billion, an increase of 22% year over year, and record quarterly revenue of $405 million, up 31% year over year.

On the bottom line, fourth quarter non-GAAP operating margin was a record 27%. This drove fiscal year non-GAAP operating margin to 18%, an increase of over 1,100 basis points year over year. This was also our first quarter of GAAP profitability as a public company. I am very pleased with the team's ongoing cost management and discipline around capital deployment which focuses our energy on the right initiatives and sets us up for future success.

C-level executives are no longer solely prioritizing digital transformation. They are also prioritizing AI transformation. In a recent UiPath and Bain joint study, "The State of AI-powered Automation," 70% of executives asserted that AI-driven automation is either very important or critical in fulfilling their organization's strategic objectives. Our business automation platform is the foundation to deliver that value across every organization.

We make AI actionable, unlocking the promise of this next evolution in technology. And I believe that the combination of AI and automation is the strategic change enabler for our customers. For example, a leading U.S.-based financial services firm and one of our top 25 customers started their automation journey with RPA in 2018 and have since adopted our full platform. This includes Process Mining, Document Understanding, and Test Suite.

As their automation program has expanded across business lines, they have over 15,000 robots in production, with automations across several thousand processes. And as part of a seven-figure fourth quarter deal, they plan to deploy Communications Mining in their corporate investment banking, commercial banking, and HR departments. Our platform drives ROI for both large organizations and smaller ones like Innovative Toll Solutions, a compliance and toll management solution for trucking fleets, which has leveraged automation to drive efficient growth. In the fourth quarter, they invested in additional AI-powered automation, including Document Understanding, to automate complex toll documents for their customers; Test Suite for QA and application testing; and Automation Hub to grow and prioritize their automation pipeline.

The value of our business automation platform has never been more evident to regional partners, global SIs, and go-to-market partners like SAP, who understand the power of AI combined with automation and the value it provides to our joint customers. Our SAP partnership is progressing well, and we are pleased with the momentum and pipeline generation across geographies. During the quarter we continued to see combined success in closing deals, including one of Switzerland's largest retail and wholesale companies, a new logo to UiPath. Disappointed with the performance of a competitor's RPA and application performance monitoring solutions, they are migrating both of these to UiPath.

They are also in the process of rolling out Document Understanding to automate invoice processing with the goal of expanding companywide. Another great partner example combines the power of UiPath, SAP, and the EY organization. Working with EY, Marks & Spencer selected UiPath based on our ability to both automate and test across all applications. They also plan to utilize UiPath to assist in their migration to SAP S/4HANA on RISE and to automate finance processes, with the goal of reducing complexity and vendor spend.

Partners also help customers build a holistic approach to automation. Together with Deloitte and with C-level sponsorship, Indosat, a leading Indonesian communications provider and UiPath customer since 2021, expanded to the full platform this quarter. They are looking to drive further operational efficiencies, increase revenue growth, and improve their customer and employee experience. Using our North Star program, the team crafted a three-year roadmap, encompassing hundreds of automations across all business lines within the organization.

Beyond Indosat's internal use, we are forming a strategic go-to-market collaboration, expanding our presence in Indonesia to empower local businesses to revolutionize operations and equip workers to focus on higher-value tasks. And in partnership with a GSI, we supported TD Bank through our North Star program to create a list of top automation opportunities across various lines of business focused on improving customer experience, empowering colleagues, optimizing controls, and driving productivity and cost efficiencies. As a result, they expanded their UiPath deployment in the quarter as they look to accelerate and scale their automation program across the bank. We also recently announced a first-of-its-kind co-innovation market collaboration between UiPath and Deloitte.

Deloitte's Smart Finance for Growth Companies leverages automations built by UiPath and customized by Deloitte into value-driven packages tailored for the needs of early stage, innovative companies which require speed and agility. And finally, we continue to deepen our partnership with Microsoft to build best-in-class automation experiences and integrations. This brings AI-powered automation to customers using Microsoft Azure. We see opportunities to expand this collaboration to accelerate our joint customers' move to the cloud with AI-infused industry solutions and enterprise modernization with Microsoft.

This quarter, we have some notable joint wins, including an expansion deal on Microsoft's marketplace. This includes a British multinational company which is in the process of migrating to the cloud while growing their automation program. We plan to continue making strategic investments in our partner ecosystem in 2025 focused on cultivating quality partners with expertise in automation which can fully enable customers to realize the benefits of our platform. This updated approach includes a dedicated partner deal desk, as well as new enablement plans and certifications to better align UiPath with our most trusted partners as we work side by side.

The momentum we bring into 2025 was evident at our February DevCon event held in India. Hosted by Daniel and the team, more than 1,000 professionals, including developers, partners, and customer specialists, learned about new features that bring AI- powered productivity to the developer community. They also participated in over 24 breakout sessions featuring growth products like Intelligent Document Processing, or IDP, and Test Suite. Eighteen months ago, we drove the evolution of the automation market from RPA to a full AI-powered business automation platform.

Our growth products have played a key role in our platform's evolution, setting us apart from the competition and serving as the link that connects AI and automation into actionable results. Our platform also enables us to close larger, more strategic deals. Almost every organization has to process an onslaught of forms, invoices, and documents which is why Document Understanding resonates so well with customers, particularly in finance, insurance, healthcare, and public sector. In the fourth quarter, 65 of our top 100 deals included Intelligent Document Processing, a testament to customer engagement and the power of our platform.

Our unique approach combines our specialized AI and more than 70 pre-trained models and verticalized packaged solutions to help customers streamline processes, identify continuous process improvements, and rapidly scale their Document Understanding projects. At CareSource, a customer since 2019, our platform has played a vital role in their digital transformation journey. Leveraging core automation and Document Understanding they have been able to efficiently process over 2.5 million transactions in 2023. Given their success to date, they expanded their Document Understanding initiative across their finance and claims processing departments and plan to move into medical records processing.

The combination of IDP and automation not only drives efficiency and quality, but allows UiPath customers to change how they interact with their external stakeholders. At our AI summit next week, we are planning to unveil a new UiPath large language model, which combines open-source LLMs, our specialized AI, and proprietary knowledge of business documents and communications data. This robust LLM, combined with our industry leading IDP solution, provides customers access to what we believe is the most powerful documents and communications AI model on the market. And we plan to continue to invest to widen our leadership in the IDP space.

Test Suite, which initially emerged as a tool for automation testing, is quickly becoming a disruptor in the application testing market, with Test Suite customers growing more than 75% year over year in the fourth quarter. A recent UiPath and IDC joint study found that customers using our capabilities have experienced, on average, more than $4 million in annualized benefits, a 529% three-year ROI, and have an only 6 months payback on investment. A great example of the significant ROI Test Suite delivers to our customers is a Fortune 100 global digital communications corporation. In just six months, they were able to automate 80% of their 3,000 end-to-end test cases in their global logistics department, improving test coverage from 30% to 93%.

This resulted in significantly fewer operational incidents and enabled them to keep their complex IT landscape running smoothly. We expect returns like these to be further accelerated with the introduction of our latest innovation, Autopilot, our newest set of AI-powered experiences that leverage generative AI, specialized AI, and automation across the platform. Autopilot makes it easier for people of all skill levels to build automations, accelerate time to development, and discover process improvements. Both Autopilot for Studio, where we have the largest number of preview participants in company history, and Autopilot for Test are in public preview, while Autopilot for Process Mining and Autopilot for Communications Mining are in private preview.

Lastly, on the technology front, our business automation platform is now available on the Google Cloud marketplace, making it easier for joint customers to deploy and scale their automation initiatives on Google Cloud infrastructure. To help customers and prospects get the most out of our capabilities, we plan to continue our investments in targeted sales areas, weighting our resources toward large enterprise customers where we see the biggest opportunity for expansion. This includes investments in growth product specialists, sales engineers to support our customers, and further industry verticalization in areas like financial services, insurance, healthcare, and public sector. This approach has been instrumental in driving momentum in North America, including large, strategic deals, and we are investing in other regions where we are seeing early traction.

Our team did an excellent job of positioning our platform for a strategic customer in the U.K., which resulted in a competitive displacement of Blue Prism. The customer will be migrating their more than 250 processes to UiPath. They are also creating an intelligent automation team to strategically manage their UiPath deployment while working to identify use cases for Communications Mining and Document Understanding. This kind of industry focus is also driving growth in our public sector business.

This quarter, the Scottish government doubled their adoption of UiPath on renewal as they continue to automate core areas of finance and HR. They are also expanding their reach to additional departments and agencies that include Social Security Scotland, Student Awards, Scottish Public Pensions Agency, and Agriculture and Rural Economy. In addition, they are scaling our AI products, particularly Document Understanding and Process Discovery. And in our U.S.

federal government vertical, UiPath partner, FedResults, was awarded an Enterprise Software Initiative Agreement for UiPath products and services by the U.S. Department of Defense for up to $95 million dollars. The five-year base period agreement will streamline the acquisition process and reduce cost of delivery of UiPath products and services to the DOD, Department of Defense, Intelligence Community, and the U.S. Coast Guard.

This will enable these federal organizations to significantly accelerate their adoption of UiPath and put AI to work in a safe and secure manner. Before I hand the call over to Ashim, I'd like to personally welcome June Yang to our board of directors. June is a proven strategic and transformational executive who brings extensive experience in AI and cloud, as well as decades of experience in fostering emerging technologies. I am confident we will benefit from her technical expertise and industry insights and look forward to many years of collaboration.

In summary, we delivered a strong close to the year demonstrating the continued momentum of our AI-powered business automation platform. We're transforming industries and revolutionizing the way businesses operate. As we look ahead to 2025, I believe our strategic investments in innovation and our go-to-market ecosystem position us well for continued momentum. And with that, I'll turn the call over to Ashim.

Ashim Gupta -- Chief Financial Officer

Thank you, Rob. And good afternoon, everyone. Unless otherwise indicated, I will be discussing results on a non-GAAP basis, and all growth rates are year over year. Please note that year-over-year foreign exchange rates had an immaterial impact on fourth quarter and full year 2024 results.

Turning to the quarter, we had a strong close to the year, which is a testament to the team's execution in what continued to be a variable environment, and our laser focus on operational excellence and profitable growth initiatives. ARR totaled $1.464 billion, an increase of 22%, driven by net new ARR of $86 million. Our cloud-first approach is driving adoption across our customer base, and we ended the year with over $650 million in cloud ARR, up over 70% year over year. A great example is a global media and entertainment company.

After successfully completing their cloud migration, they expanded this quarter, selecting UiPath as their preferred automation vendor due to the breadth of our platform capabilities, specifically testing and specialized AI products like Document Understanding, while a major Japanese telecommunications operator expanded to the full platform during the fourth quarter. They plan to migrate to the cloud and drive their automation program across multiple divisions by leveraging Document Understanding, Communications Mining, and Process Mining, with the goal of an additional 1 million hours saved. We ended the quarter with 10,830 customers, including new logos like Five Guys, Workday, Coca Cola Beverages Florida, Allegis Global Solutions, and Tesco, a testament to our strategy of acquiring enterprise customers with a propensity to invest. The vast majority of customer attrition continues to be in smaller customers which, in aggregate, represent an immaterial portion of our overall business.

Customers with $100,000 or more in ARR increased to 2,054, while customers with $1 million or more in ARR grew 26% to 288. Our largest customers are also continuing to expand on our platform. And during fiscal year 2024, customers with $5 million or more in ARR grew 50%. Moving on, dollar-based gross retention of 98% continues to be best in class and our dollar-based net retention rate as of the fourth quarter was 119%.

Expansions are driven by the quick time to ROI and the broad applicability of our automation. At Fujitsu, automation has revolutionized their business operations globally across their accounting, HR, and IT departments. With C-level sponsorship they are incorporating the UiPath platform into their companywide digital transformation project including automating mission-critical systems such as Salesforce, ServiceNow, and SAP. Fourth quarter revenue grew to $405 million, an increase of 31% year over year.

We had good linearity in the quarter as we benefited from a strong calendar year close and demand from our enterprise customers. Please remember that under ASC 606, revenue growth rates vary quarter to quarter depending on timing of license deliveries and renewals. Looking at revenue on a trailing twelve month basis, our revenue and ARR growth continues to be aligned. Total revenue for the fiscal year 2024 was $1.3 billion, an increase of 24% year over year.

As of the end of the fourth quarter, our customers with ARR of $100,000 accounted for approximately 86% of total revenue, while customers with ARR of $1 million or more, accounted for 52% of our revenue. Strategic investments made by customers in our platform also drove growth in remaining performance obligations which increased to $1.16 billion, up 30%. Current RPO increased to $707 million, up 26%. Turning to expenses.

Fourth quarter overall gross margin was 89%, driven by cost control and efficiencies. Software gross margin was 92%. Fourth quarter operating expenses were $250 million highlighting the leverage in our business and our commitment to expense management and operating discipline. We ended the year with 4,035 total employees.

In the fourth quarter, we achieved our first quarter of GAAP profitability as a public company, delivering operating income of $15 million. This included $89 million of stock-based compensation expense. Full year GAAP operating loss was $165 million, including $372 million of stock-based compensation. Non-GAAP operating income was $111 million, resulting in a fourth quarter non-GAAP operating margin of 27%, reflecting both our operational rigor and fourth quarter seasonality.

Full year non-GAAP operating income was $233 million. Full year non-GAAP operating margin increased over 1,100 basis points year over year to 18%, a testament to the team's disciplined execution, and well ahead of the plan we laid out at the beginning of the year. I am really pleased with our adjusted non-GAAP free cash flow generation for the fourth quarter and full year. Fourth quarter non-GAAP adjusted free cash flow was $146 million.

And for the full fiscal year, non-GAAP adjusted free cash flow was $309 million. As of January 31st, we had $1.9 billion in cash, cash equivalents, and marketable securities, and no debt. Under our $500 million buy back program, we repurchased 2.6 million shares of our class A common stock at an average price of $19.21 from November 1st, 2023 through January 31st, 2024. Since January 31st, under a 10b5-1 plan, we repurchased an additional 938 thousand shares at an average price of $23.46 through March 12, 2024.

Now, turning to guidance, I'm going to start with some color. We are initiating full year guidance for ARR, revenue, and non-GAAP operating income above current expectations. Starting on the top line, as the business has grown past $1 billion, it has matured into a consistent seasonal pattern with the second half of the year being stronger than the first. This is a reflection of our renewal portfolio which is weighted to our fourth quarter, consistent with other companies in the software industry, and our growing U.S.

Federal vertical. As a result, we expect first half revenue to be approximately $675 million, first half net new ARR to be approximately $105 million, and second half net new ARR and revenue to reflect similar seasonality as fiscal year 2024. On the bottom line, as I mentioned earlier, we significantly outperformed our non-GAAP operating margin expectations, which we laid out at the beginning of this fiscal year. And I'm really proud of the team for this achievement.

We have a strong business model with high gross margins and increasing economies of scale which, when combined with our disciplined operating cadence, we expect to deliver considerable shareholder value over time. Our platform is highly differentiated, and customers are making meaningful commitments to UiPath. We don't just allow customers to use AI, we enable them to take action. We believe there is tremendous opportunity in front of us, and we plan to continue to make strategic investments in technology, like IDP and generative AI, as well as our go-to-market resources to help capture this large and growing market.

With this as the background, we plan to deliver growth and profitability in fiscal year 2025, with our goal of driving at least 100 basis points of non-GAAP operating margin expansion year over year. Turning to the specifics of our guide which assumes the macroeconomic environment continues to be variable. For the first fiscal quarter 2025, we expect revenue in the range of $330 million to $335 million, ARR in the range of $1.508 billion to $1.513 billion, non-GAAP operating income of approximately $55 million, and we expect first quarter basic share count to be approximately 570 million shares. For the fiscal full year 2025, we expect revenue in the range of $1.555 billion to $1.560 billion, ARR in the range of $1.725 billion to $1.730 billion, non-GAAP operating income of approximately $295 million.

Before I close, I want to leave you with a few final modeling points. We expect full-year non-GAAP gross margin to be approximately 85% as we scale our cloud platform and offerings; non-GAAP operating income to reflect similar seasonality to our top-line metrics; fiscal year 2025 non-GAAP adjusted free cash flow of approximately $350 million, also to follow normal seasonal patterns; and we're assuming FX to be net neutral year over year. Lastly, we are committed to managing stock-based compensation. And for fiscal year 2025, we expect dilution to be approximately 3% year over year.

Thank you for joining us today, and we look forward to speaking with many of you during the quarter. With that, I will now turn the call over to the operator. As a reminder, Daniel is in the room with us to answer questions. Operator, please pool for questions.

Questions & Answers:

Operator

[Operator instructions] Our first question comes from the line of Kirk Materne with Evercore ISI. Please proceed with your question.

Kirk Materne -- Evercore ISI -- Analyst

Yeah, thanks very much, and congrats on the quarter. You know, Rob, I was wondering, based on the study you referenced earlier, when your customers are thinking about, you know, automation and sort of their AI strategy, do they need to wait on automation to get their AI strategy mapped out or vice versa? I'm just kind of curious how -- there's a lot of experimentation going on with gen AI right now. And I was just kind of wondering what that means in terms of people making. You know, bigger bets with you all.

Obviously, this quarter looks good. But just wondering if you got some more color there because I think that the cadence is what, you know, I think some folks get tripped up on a little bit. Thanks.

Rob Enslin -- Co-Founder and Chief Executive Officer

Thanks, Kirk. Yeah, we feel -- in my discussions, I've just come back from Europe. In my discussions in Europe, what you see now is the head of AI hubs and the chief AI officer calling us into conversations to expand automation using gen AI, and they really like how we've infused gen AI into our solution, and they get immediate benefits from the gen AI work that we're doing today. So, we see more and more automation expanding to the broader set of C-level executives in companies today.

And that was what we had positioned the platform early on. And I think we're getting tailwind with AI and automation in that space in terms of the discussions that we're having today. And we're very real and practical in what customers are looking for. We're not looking to deliver use cases to them.

We're actually showing that our product, infused with AI, add significant more value and added much faster.

Kirk Materne -- Evercore ISI -- Analyst

If I could just ask a quick follow up for Ashim. Ashim, I know you manage the business to ARR, but obviously a pretty big jump in licenses this quarter. Can you just address that, just what sort of drove that? And then, obviously, I realize it doesn't have much to do with the go-forward ARR guides, but just curious about what drove that this quarter. Thanks.

Ashim Gupta -- Chief Financial Officer

Yeah. I mean, it was a mix of various things. I mean, fourth quarter is typically, you know, a heavier quarter for us in general. And then, we did have a significant number of license deliveries.

Some of that was from prior deals, but the volume of current quarter deals, obviously, was very good as well.

Kirk Materne -- Evercore ISI -- Analyst

Thank you all.

Operator

Thank you. Our next question comes from the line of Jake Roberge with William Blair. Please proceed with your question.

Jake Roberge -- William Blair and Company -- Analyst

Hi. Thanks for taking the questions, and congrats on a strong result. Clearly, the combination of AI and automation is helping raise the profile of the broader platform. But I'm curious, when you look across the base, are there any specific use cases that that infusion of AI and automation is really resonating with, whether it be front office or back office, or any vertical use cases that's helping you maybe break down new doors for the platform?

Rob Enslin -- Co-Founder and Chief Executive Officer

Yeah, I would say we clearly feel that in healthcare insurance phase, we are pretty advanced with our Intelligent Document Processing and what we're doing in that phase. We also see, as I mentioned earlier, Test Suite taking on broader applicability more than just automation testing and becoming more relevant in that phase. And then, we mentioned a little earlier as well that our Autopilot preview customers, you know, it's the largest in the history of UiPath that we have preview customers having a look at it. In some cases up to 1,000 companies are looking at Autopilot.

So, in all of those aspects, it's adding more value to the platform. And I would actually add to that discussion is because the platform has a discovery piece to it where Process Mining and Task Mining, Communication Mining is able to uncover automation. Together with that process tied to the gen AI and our specialized AI capabilities, I think many, many companies are now starting to see the benefit of actually driving it faster.

Jake Roberge -- William Blair and Company -- Analyst

OK, helpful. And then, it was great to hear that comment on that thousand early adopters of Autopilot. Just curious what the early feedback that you've gotten from those early adopters have been. And then, anything that you've seen in terms of the speed at which those customers are now able to develop new automations after adopting Autopilot.

Daniel Dines -- Co-Founder, Chief Innovation Officer

Yeah, I can take this one. We are seeing quite a good retention week after week of the people that are using the Autopilot. And for instance, in the Autopilot for Developers, we are seeing an acceptance rate in excess of 65% of the automations that we are proposing to them, which is quite good. It's really early to come with a number estimate on how much they save in the development time, but we feel there is a material saving.

In our industry, the implementation and maintenance of automation is the largest part of total cost of ownership. So, we estimate really a broad adoption that will increase also the adoption of our platform.

Jake Roberge -- William Blair and Company -- Analyst

Very helpful. Congrats again on the great results.

Rob Enslin -- Co-Founder and Chief Executive Officer

Thank you very much.

Operator

Thank you. Our next question comes from the line of Mark Murphy with JPMorgan. Please proceed with your question.

Mark Murphy -- JPMorgan Chase and Company -- Analyst

Thank you, and I'll add my congrats. So, Rob, you have this very strong partnership with SAP. Clearly, you have some momentum with the Test Suite. Can you comment on the tailwind that you're seeing for the ERP cloud migrations? And I'm wondering if you sense that tailwind can grow into the SAP end of support deadline, but there's a pretty big one, I believe, coming up in 2027.

Rob Enslin -- Co-Founder and Chief Executive Officer

Thank you. Look, we feel really positive about where we are with our SAP partnership. I feel like the new logo, the Swiss large retailer is one, what we're doing with Marks & Spencer is another one in both cases. Test Suite is predominant or is a dominant factor together with the rest of the platform.

So, we feel really, really positive about that platform. But I would also not underestimate the announcement with Google Cloud and the marketplace. I mean, many, many companies are now starting to see that when they combine the automation play together with SAP and the S/4HANA Rise momentum, which has, as you said, an end date, they also want to benefit from their investments in the marketplace. And we feel like that those investments with marketplace will also benefit us in the future.

Mark Murphy -- JPMorgan Chase and Company -- Analyst

OK. Thank you, Rob. And as a quick follow-up for Ashim, I'm looking at the net new ARR. It grew year over year in Q3.

It almost got there in Q4, but, you know, it still looks good. You're guiding that this fiscal year, I think you're guiding net new similar to what it was in FY '24. I'm wondering what ingredients you think might have to align, you know, to see that grow and sort of get back to pretty meaningful growth. I think, for instance, if we do end up with a soft landing scenario this year, then do you think that that might be in the cards with some good execution?

Ashim Gupta -- Chief Financial Officer

You know, Mark, the way I look at it is we continue to make great progress as a company. I look at last year and this first half. If you look at the net new ARR, it was down the second half, was basically close to neutral. As you mentioned, when you look at our guidance right now at the midpoint, we are growing net new ARR overall and in the first quarter.

I think we continue to execute. You know, our strategy is really clear. The value proposition and our product roadmap is also very clear. And I think if we continue to execute, you know, we have a lot of optimism.

That being said our guide is our guide. And, you know, we are very clear in terms of the assumptions that are there, and our focus is just on executing this quarter and continuing to execute on our strategy.

Mark Murphy -- JPMorgan Chase and Company -- Analyst

Thank you.

Operator

Thank you. Our next question comes from the line of Matt Hedberg with RBC. Please proceed with your question.

Matt Hedberg -- RBC Capital Markets -- Analyst

Great, guys. Thanks for taking my questions. You know, what really stood out to me to, Ashim, I think you noted your cloud ARR was 650 million. I believe you said 70%, if I wrote that down right.

I'm sort of curious, you know, how should we think about that mix in fiscal '25, you know, because it feels like that could be a significant portion of a reacceleration as well?

Ashim Gupta -- Chief Financial Officer

Yeah, you know, our flex offering is really popular with customers, and we continue to see customer momentum moving to the cloud. So, you know, we feel very good about that momentum. I would say the mix and the growth rates would consider -- you know, will continue on the trends that we've seen historically and the overall trend of the company as we've disclosed the numbers every quarter. So, I think we feel very good about it.

Matt Hedberg -- RBC Capital Markets -- Analyst

That's great to hear. And the other thing, obviously, the progress on the margins is great, and 100 BPS is really good to hear this year. I think just seeing gap profitable in 4Q was also really nice. You know, thoughts on gap profitability in fiscal '25? I mean, do you think it could get there? I don't know if it's every quarter, but just sort of thoughts on gap profitability on a go-forward basis.

Ashim Gupta -- Chief Financial Officer

Well, look, we obviously don't guide to gap profitability, so I won't comment there. What I would say is, you know, two things. We have really good cost discipline and capital allocation. And for us, whether that is cash that is going out the door or whether that is equity, we look at them as equal components of capital now, and that's what we're focused on.

Really pleased with the progress in terms of just overall gap profitability, even for the year, cutting, you know, the overall gap operating loss significantly and, like you said, achieving gap profitability in the fourth quarter. We will have seasonal patterns, right? That will be a part of that, you know, in different quarters. And I just like the overall trend line. We can give more information as we need.

We'll update more information at the appropriate times in terms of long-term margins.

Matt Hedberg -- RBC Capital Markets -- Analyst

Got it. Thanks, Ashim.

Operator

Thank you. Our next question comes from the line of Keith Weiss with Morgan Stanley. Please proceed with your question.

Sanjit Singh -- Morgan Stanley -- Analyst

This is Sanjit Singh for Keith Weiss, and thank you for taking the question. Rob, I had a question actually on the partners. You mentioned, I think Deloitte and Ernst & Young, you know, highlighting some deals for you guys this quarter. Broadly, where do we stand in terms of partner contribution? I know there's been a big focus for the company.

But in terms of partner source revenue or partner-influenced revenue, how does that look this year in terms of mix? Where do you plan on taking that to going into fiscal year '25?

Rob Enslin -- Co-Founder and Chief Executive Officer

Yeah, I mean, we don't disclose, obviously, those numbers, but we feel really strong about where we are with Accenture and E&Y, PWC, and Deloitte. You know, many of those programs we're talking about, there's a super exciting program, taking Deloitte and focusing on fast-growing companies using their smart finance solution, combining it with automation, and then repackaging it into a vertical solution, we feel those are really going to drive activity. We also feel that our partners are extremely important, and we're driving more and more partner connections. Over 70% of our deals that touched by partners.

And we'll continue to see us focused on driving partners in the future as well, both the channel and the GSIs.

Sanjit Singh -- Morgan Stanley -- Analyst

Understood, and then, a follow-up question maybe for Daniel or Ashim actually because it's about cloud and that sort of 650 million, which is, you know, by math north of 40% of total ARR, which sort of means that you guys are gonna cross the chasm eventually relatively soon to become a majority cloud company. As you think through some of the things that are coming online with, you know, some of the gen AI initiatives and the copilot issues that you have, if those start to gain traction, does that come through the, you know, cloud line and, essentially, that's where we're going to one way to start track your gen AI traction by the mix of cloud steadily increasing? Or just how do we think about the cloud mix evolving from here as you drive that the platform story?

Ashim Gupta -- Chief Financial Officer

Yeah, I would say, you know, all of our new offerings, we have a cloud-first mentality in terms of that. And many of the offerings, you know, start with the cloud. So, of course, that means that the cloud mix, as we continue to scale, we feel optimistic will continue on the same trend that is there. I do want to remind everybody, we have a hybrid kind of cloud environment.

So, you know, from a SaaS headwind standpoint, you know, I would look at that as not impacted by that mixed shifting as we move up that area. So, from that perspective, we feel very confident about the direction of cloud overall.

Sanjit Singh -- Morgan Stanley -- Analyst

Appreciate the thoughts, Ashim. Thank you.

Operator

Thank you. Our next question comes from the line of Bryan Bergin with TD Cowen. Please proceed with your question.

Bryan Bergin -- TD Cowen -- Analyst

Hey guys. Good afternoon. Thank you. So, I appreciate the Document Understanding and that point -- and the test traction -- Test Suite traction you mentioned.

I'm curious if you could comment more on the mix of deal wins you may have signed in 4Q with clients attaching the full platform or maybe the mix of the pipeline where you see clients pursuing that holistic approach. Any further commentary you could share there?

Rob Enslin -- Co-Founder and Chief Executive Officer

Yeah, Bryan, I think I mentioned 65 out of 100 of our top deals had some sort of the platform attached to those deals. So, that kind of showcases it. I think if you look at our deals above a million, I think that will tell you a story there. We also had more than -- we more than doubled our deals above 5 million, which will tell a story around the platform as well.

And I think those are proof points around where we are with the platform. Also the messaging around the GSIs, the partners, that's where the platform becomes even more important. In my discussions, though, I was in Saudi Arabia, where I met with numerous of the financial institutions and insurance companies and many of the Kingdom of Saudi government officials, I mean, they actually recognized the platform and the relevance of the platform. In actual fact, one of the largest banks in Saudi was about to sign with a competitor for RPA and, after they saw the platform, changed their mind completely almost on the spot.

And we see more and more that kind of interaction with customers. In my discussions with customers, I'm extremely positive in how we are enabling them to do digital transformation faster, we're enabling them to get value quicker, and the most important thing, they're getting speed into what they want to do in their businesses to change their business. Without having to touch many of their systems, they can get the value. And many of the comments I made was around NorthStar and how we did that -- how we're doing that.

Bryan Bergin -- TD Cowen -- Analyst

OK, very clear. And just on the demand front, so understand that -- you know, I appreciate the variable comment there. Can you talk maybe more about as you're going through 1Q and as you're planning for the year, what you may be seeing by region or verticals, those that maybe, you know, more aggressively leaning in versus those that are more cautious?

Rob Enslin -- Co-Founder and Chief Executive Officer

Yeah. Look, we feel we -- when you look at the region, we feel really good about our continued strength in North America and continuing to drive where we've been, you know, focused on. I don't think public sector is a region, but I would say if you look at public sector vertically, what we're doing in the U.K., the Scottish government, the U.S. federal environment, you know, super, super positive results.

And I would say you can extrapolate that globally. We have both -- we have a solution that is really applicable in markets that are concerned about sovereignty. You know, you take the French for instance, where we are able to deploy in a cloud-based model to their liking, their deployment model choice. So, that's hugely beneficial.

We liked what we saw in Japan. We continue to see significant progress in Europe. Our leadership there is really strengthened, and they are delivering consistently every quarter. And, you know, when you deliver consistently, you can start really attacking growth and drive growth.

And so, we see an opportunity for AI environment combined with a platform to markedly change the trajectory in the future.

Bryan Bergin -- TD Cowen -- Analyst

Thank you.

Operator

Thank you. So, that we may get as many questions as possible from participants, we would like to limit the questions to just one. Our next question comes from the line of Keith Bachman with BMO Capital Markets.

Keith Bachman -- BMO Capital Markets -- Analyst

Many thanks and terrific results. I will -- in the spirit of keep my question to one, Rob, I wanted to come back on what you're just talking about with Bryan. You mentioned 65 of the top 100 deals had some element of platform. I wonder if you could expand the answer a bit, but just talk a little bit about what the penetration is versus your install base, because I would think there's a lot of room for opportunities there.

And any difference that you could highlight, say, on DBNR or gross retention or size of deals for those customers that are adopting some element, not necessarily the full element, but some element of the platform versus those that are not? Many thanks.

Rob Enslin -- Co-Founder and Chief Executive Officer

Yeah, I appreciate the question. So, yeah, when you look at it, we said our focus was to target the high-propensity customers that would invest in automation in a significant way. And we feel that that's coming through with our million-dollar customers and deals above 5 million. It's definitely coming through.

When you look at customers in terms of the platform and solution sets, I would say IDP and Test is a driver for the platform. Once they've seen what they can do with IDP, Intelligent Document Processing, they want it installed to uncover more and more opportunities. And i would use an example of Indosat, where the CEO of Indosat looked at what we can do with the North Star and the opportunities with --in Process Mining and Communication Mining and getting that whole organization behind understanding how to drive efficiencies and, more importantly, look for new revenue streams. That's what excites the customer.

So, i would -- you know, we -- in the early stages of driving the platform through the customer base, I feel like many, many more customers will take on the platform in a significant way. And there's a lot of opportunity in the future.

Keith Bachman -- BMO Capital Markets -- Analyst

OK. Thank you, Rob.

Operator

Thank you. Our next question comes from the line of Brad Sills with Bank of America. Please proceed with your question.

Adam Bergere -- Bank of America Merrill Lynch -- Analyst

Hey, thank you. This is Adam Bergere on for Brad Sills. So, you guys have all done a great job selling back into the customer base, and that's been a relative focus. How are you thinking about the go-to-market motion for FY '25? Thank you.

Rob Enslin -- Co-Founder and Chief Executive Officer

Yeah, Brad, so, you know, pretty much the same, execution, productivity, continuing to drive the platform, driving more industry verticalization as we see more and more solutions are successful, and then bringing them globally into different markets. We are investing in product specialists in these areas where companies are interested in understanding more, so we will see some more product specialists in our growth products in the platform. But we feel really, really good about all the go-to-market changes we have made and the execution of those changes. And so, you know, in 2025, it's all about execution.

Operator

Thank you. Our next question comes from the line of Fred Havemeyer with Macquarie. Please proceed with your question.

Fred Havemeyer -- Macquarie Group -- Analyst

Thank you. I'm at risk of being repetitive here, so I'm going to go back to the theme of question I asked last quarter, which is there's a lot happening with autonomous agents since we really last caught up. Last night, Cognition, the start-up, launched their new AI software engineer and was posting some demos about it. And with these, you can see that some of these new AI initiative, generative AI initiatives, are giving computers access to work environments, machine vision, and a number of things here.

So, I'd like to ask, how are you thinking about the cooperative or even competitive environment for UiPath platform with the rise of this kind of autonomous, self-reasoning technology?

Daniel Dines -- Co-Founder, Chief Innovation Officer

Let me take this one. We are thinking quite a lot in how we can build our own what we call like digital assistant. So, we put together the best team that we have in UiPath, the best AI team. And we are working to build our own like foundational model that combine the knowledge of a subject matter expert, like an accountant or like an auditor, with the knowledge of how to use the system applications that facilitate this type of tasks.

We, as a company, are in a great position to build this type of assistants. We have tremendous access to computer screens, application data. Our Computer Vision service is one of the most used. We have -- we scaled actually to like 5 million calls a month, and it's growing up consistently month over month.

And in the end, all these autonomous agents require a great platform to operate on. You will have a platform to ensure the security, the governance, the audit that are required to performing autonomous work. And this is where I think that we really shine, combining our great offering, our existing data, and building the AI that runs on the top of the platform.

Fred Havemeyer -- Macquarie Group -- Analyst

Thank you, Daniel.

Operator

Thank you. Our next question comes from the line of Terry Tillman with Truist Securities. Please proceed with your question.

Terry Tillman -- Truist Securities -- Analyst

Yeah, thanks for taking my question, and congrats for me as well on the profitability. Rob, it's a question for you in terms of just the SAP relationship. It seems like low-hanging fruit around Test Suite. But I'm curious, is the relationship evolving and are you seeing opportunities or signed business whereby they're taking your platform and actually extending the core as they upgrade to S/4HANA.

So, it's not just test automation, it's actually helping build new, almost business logic, if you will, with your platform. Just would love to learn more about how this could expand and become extensible. Thank you.

Rob Enslin -- Co-Founder and Chief Executive Officer

Yeah, I mean, I think the good way to look at it is SAP's focused on clean core. We help clean core in a significant way where you can build automations on top and combine together with SAP processes. And automation customers can get a clean core, and they can get what they need from their business model. When you combine with Deloitte, taking their advanced methodology, the SAP advanced methodology, and they're combining UiPath automation on top so they can take both to their customers together, tells you that the combination of both is actually how customers will get the benefits.

The customers that we see on the migration that are also driven from test is not only test, they're looking at full automation. And that's why they actually are combining UiPath. When we showcase how we demo the combination of running an SAP, you know, invoice creation process and automation on top of that, extracting information from documents and automatically creating those invoice orders, customers are like wow. And so, that's the process we're going through.

And l, you know, when you start looking at new logos, Marks & Spencer and the customer in Switzerland, these are significant organizations, and they are significant new logos for us to continue to win.

Operator

Thank you. Our next question comes from the line of Alex Zukin with Wolfe Research. Please proceed with your question.

Ethan Bruck -- Wolfe Research -- Analyst

Hey guys, this is Ethan Bruck on for Alex Zukin. So, I just want to ask you, you called out, you know, a lot of success in more complex industries like financial services, healthcare, life science, public sector. I'm just curious, how much of these more strategic discussions with larger customers is kind of the pull around people looking to explore more with AI versus the push from someone that just the better go-to-market execution you're just talking about? And then, you know, as we think about guidance, I just want to double-click on Mark's question, I'm just curious, based on all what you're seeing with demand and just from the execution standpoint like what's giving confidence in that guide for the net new ARR for fiscal '25, the puts and takes, whether it's around large customer momentum, more success in certain verticals? Just anything you can share there.

Rob Enslin -- Co-Founder and Chief Executive Officer

Yeah, so let me start off and say, look, there's no doubt there's better execution, right? There's no doubt that we said we wanted to achieve better execution, and we also wanted to make certain that the platform was relevant for C-level executives. And there's no doubt that the whole AI movement that's happened in the past 12 months, all of those pieces together has helped UiPath move forward in a dramatically better way. And we'll continue to do that. The reason why AI story resonates not only with the automation folks and the AI folks is because we're able to showcase how you take a solution like this and use generative AI and improve the performance of manual testing multiple times, including when you take -- and as I said, I'm just in the kingdom of Saudi Arabia.

When they look at the invoice and they're looking at English and Arabic, and we're able to take both of those in their language and able to actually use automation, AI-based automation to decipher it and uncover it, even when it's only 75% visible, we are able to actually almost get it 100%. Customers are absolutely blown. Then, they look at the opportunity. What else is out there? What else can you do for us? You know, we've got all of these opportunities and what we see is pretty exciting for us.

And then, it's the question of how long will it take? How long will it take to deliver it? And that's where, you know, the creativity of automation together with AI delivers what I've always said. Customers need speed and agility to deliver results that they need today.

Ashim Gupta -- Chief Financial Officer

And I would just say, from the guidance perspective, you know, a lot of our confidence comes to actually based on what Rob's saying and what we're seeing in the market. You know, we always guide to what's in front of us. So, we look at our pipeline, we look at kind of the business -- how the business is progressing. And, you know, we had a really great year last year, and we feel like we have continued momentum going into this year.

And so, we feel good about our guide.

Ethan Bruck -- Wolfe Research -- Analyst

Thank you.

Kelsey Turcotte -- Senior Vice President, Investor Relations

This will be our final question.

Operator

Thank you. Our next question comes from the line of Ari Terjanian with Cleveland Research Company. Please proceed with your question.

Ari Terjanian -- Cleveland Research Company -- Analyst

Hi, guys. Thanks for taking the question and congrats on a strong end to the year. I want to keep on the AI topic. I'd love to hear any updates around how you're seeing customers leverage the UiPath platform to build their own custom gen AI applications.

And, you know, similarly, to the extent that AI is helping bend the curve, make business automation easier to adopt, curious if this can finally, you know, really speed up the deployment and lower the need of extensive services to adopt your guys' platform. Thank you.

Daniel Dines -- Co-Founder, Chief Innovation Officer

Yeah, I can give you an interesting example that we are seeing in a healthcare provider. We help them with building a RAG-based search, which is like retrieval-augmenting generative AI. And they -- imagine a patient that has to fill out the formula and then it goes to -- it converts into a claim, and it has to match with a certain type of procedure. So this is the -- that was one type of example that we are seeing.

And there are many others in this regard. And I think it proves again the point that generative AI, combined with specialized AI, is really helping us to go more toward automating end-to-end processes. And that is -- it's really -- in the end, it results in a much better value prop for our customers.

Rob Enslin -- Co-Founder and Chief Executive Officer

OK. I think that's -- with that, that's the last question. Thank you everybody for joining us. We really appreciate you taking the time, and thank you again.

Operator

This concludes today's teleconference. [Operator signoff]

Duration: 0 minutes

Call participants:

Kelsey Turcotte -- Senior Vice President, Investor Relations

Rob Enslin -- Co-Founder and Chief Executive Officer

Ashim Gupta -- Chief Financial Officer

Kirk Materne -- Evercore ISI -- Analyst

Jake Roberge -- William Blair and Company -- Analyst

Daniel Dines -- Co-Founder, Chief Innovation Officer

Mark Murphy -- JPMorgan Chase and Company -- Analyst

Matt Hedberg -- RBC Capital Markets -- Analyst

Sanjit Singh -- Morgan Stanley -- Analyst

Bryan Bergin -- TD Cowen -- Analyst

Keith Bachman -- BMO Capital Markets -- Analyst

Adam Bergere -- Bank of America Merrill Lynch -- Analyst

Fred Havemeyer -- Macquarie Group -- Analyst

Terry Tillman -- Truist Securities -- Analyst

Ethan Bruck -- Wolfe Research -- Analyst

Ari Terjanian -- Cleveland Research Company -- Analyst

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UiPath (PATH) Q4 2024 Earnings Call Transcript was originally published by The Motley Fool