>>Welcome everyone. Good morning. Good evening to all of you around the world. I am so excited to welcome you to launch bad our annual conference for customers, for partners, for our own colleagues here at Mirandes. This is meant to be a forum for learning, for sharing for discovery. One of openness. We're incredibly excited. Do you have you here with us? I want to take a few minutes this morning and opened the conference and share with you first and foremost where we're going as a company. What is our vision then? I also want to share with you on update on what we have been up to you for the past year. Especially with two important acquisitions, Doc Enterprise and then container and lens. And what are some of the latest developments at Mirandes? And then I'll close also with an exciting announcement that we have today, which we hope is going to be interesting and valuable for all of you. But let me start with our mission. What are we here to Dio? It's very simple. We want to help you the ship code faster. This is something that we're very excited about, something that we have achieved for many of you around the world. And we just want thio double down on. We feel this is a mission that's very much worthwhile and relevant and important to you. Now, how do we do that? How do we help you ship code faster? There are three things we believe in. We believe in this world of cloud. Um, choice is incredibly important. We all know that developers want to use the latest tools. We all know that cloud technology is evolving very quickly and new innovations appear, um, very, very quickly, and we want to make them available to you. So choice is very important. At the same time, consuming choice can be difficult. So our mission is to make choice simple for you to give developers and operators simplicity and then finally underpinning everything that we dio is security. These are the three big things that we invest in and that we believe that choice, simplicity and security and the foundation technology that we're betting on to make that happen for you is kubernetes many of you, many of our customers use kubernetes from your aunties today and they use it at scale. And this is something we want to double down on the fundamental benefit. The our key promise we want to deliver for you is Speed. And we feel this is very relevant and important and and valuable in the world that we are in today. So you might also be interested in what have been our priorities since we acquired Doc Enterprise. What has happened for the past year at Miranda's And there are three very important things we focused on as a company. The first one is customer success. Um, when we acquired Doc Enterprise, the first thing we did is listen to you connect with the most important customers and find out what was your sentiment. What did you like? What were you concerned about? What needed to improve? How can we create more value and a better experience for you? So, customers success has been a top of our list of priorities ever since. And here is what we've heard here is what you've told us. You've told us that you very much appreciated the technology that you got a lot of value out of the technology, but that at the same time, there are some things that we can do better. Specifically, you wanted better. Sele's better support experience. You also wanted more clarity on the road map. You also wanted to have a deeper alignment and a deeper relationship between your needs and your requirements and our our technical development that keep people in our development organization are most important engineers. So those three things are were very, very important to you and they were very important to us here. So we've taken that to heart and over the past 12 months, we believe, as a team, we have dramatically improved the customer support experience. We introduced new SLS with prod care. We've rolled out a roadmap to many many of our customers. We've taken your requirements of the consideration and we've built better and deeper relationships with so many of you. And the evidence for that that we've actually made some progress is in a significant increase off the work clothes and in usage of all platforms. I was so fortunate that we were able to build better and stronger relationships and take you to the next level of growth for companies like Visa like soc T general, like nationwide, like Bosch, like Axa X l like GlaxoSmithKline, like standard and Poor's, like Apple A TNT. So many, many off you, Many of all customers around the world, I believe over the past 12 months have experienced better, better, better support strong s L. A s a deeper relationship and a lot more clarity on our roadmap and our vision forward. The second very big priority for us over the last year has been product innovation. This is something that we are very excited about that we've invested. Most of our resource is in, and we've delivered some strong proof points. Doc Enterprise 3.1 has been the first release that we have shipped. Um, as Mirant is as the unified company, Um, it's had some big innovative features or Windows support or a I and machine learning use cases and a significant number off improvements in stability and scalability earlier this year. We're very excited to have a quiet lens and container team, which is by far the most popular kubernetes. I'd, um, in the world today and every day, 600 new users are starting to use lens to manage the community's clusters to deploy applications on top of communities and to dramatically simplify the experience for communities for operators and developers alike. That is a very big step forward for us as a company. And then finally, this week at this conference, we announcing our latest product, which we believe is a huge step forward for Doc Enterprise and which we call Doc Enterprise, Container Cloud, and you will hear a lot more about that during this conference. The third vector of development, the third priority for us as a company over the past year was to become mawr and Mawr developer centric. As we've seen over the past 10 years, developers really move the world forward. They create innovation, they create new software. And while our platform is often managed and run and maybe even purchased by RT architects and operators and I T departments, the actual end users are developers. And we made it our mission a za company, to become closer and closer to developers to better understand their needs and to make our technology as easy and fast to consume as possible for developers. So as a company, we're becoming more and more developers centric, really. The two core products which fit together extremely well to make that happen, or lens, which is targeted squarely at a new breed off kubernetes developers sitting on the desktop and managing communities, environments and the applications on top on any cloud platform anywhere and then DACA enterprise contain a cloud which is a new and radically innovative, contain a platform which we're bringing to market this week. So with this a za background, what is the fundamental problem which we solve for you, for our customers? What is it that we feel are are your pain points that can help you resolve? We see too very, very big trends in the world today, which you are experiencing. On one side, we see the power of cloud emerging with more features mawr innovation, more capabilities coming to market every day. But with those new features and new innovations, there is also an exponential growth in cloud complexity and that cloud complexity is becoming increasingly difficult to navigate for developers and operators alike. And at the same time, we see the pace of change in the economy continuing to accelerate on bits in the economy and in the technology as well. So when you put these two things together on one hand, you have MAWR and Mawr complexity. On the other hand, you have fast and faster change. This makes for a very, very daunting task for enterprises, developers and operators to actually keep up and move with speed. And this is exactly the central problem that we want to solve for you. We want to empower you to move with speed in the middle off rising complexity and change and do it successfully and with confidence. So with that in mind, we are announcing this week at LAUNCHPAD a big and new concept to take the company forward and take you with us to create value for you. And we call this your cloud everywhere, which empowers you to ship code faster. Dr. Enterprise Container Cloud is a lynch bit off your cloud everywhere. It's a radical and new container platform, which gives you our customers a consistent experience on public clouds and private clouds alike, which enables you to ship code faster on any infrastructure, anywhere with a cohesive cloud fabric that meets your security standards that offers a choice or private and public clouds and offer you a offers you a simple, an extremely easy and powerful to use experience. for developers. All of this is, um, underpinned by kubernetes as the foundation technology we're betting on forward to help you achieve your goals at the same time. Lens kubernetes e. It's also very, very well into the real cloud. Every concept, and it's a second very strong linchpin to take us forward because it creates the developing experience. It supports developers directly on their desktop, enabling them Thio manage communities workloads to test, develop and run communities applications on any infrastructure anywhere. So Doc, Enterprise, Container, Cloud and Lens complement each other perfectly. So I'm very, very excited to share this with you today and opened the conference for you. And with this I want to turn it over to my colleague Adam Parker, who runs product development at Mirandes to share a lot more detail about Doc Enterprise Container Cloud. Why we're excited about it. Why we feel is a radical step forward to you and why we feel it can add so much value to your developers and operators who want to embrace the latest kubernetes technology and the latest container technology on any platform anywhere. I look forward to connecting with you during the conference and we should all the best. Bye bye. >>Thanks, Adrian. My name is Adam Parco, and I am vice president of engineering and product development at Mirant ISS. I'm extremely excited to be here today And to present to you Dr Enterprise Container Cloud Doc Enterprise Container Cloud is a major leap forward. It Turpal charges are platform. It is your cloud everywhere. It has been completely designed and built around helping you to ship code faster. The world is moving incredibly quick. We have seen unpredictable and rapid changes. It is the goal of Docker Enterprise Container Cloud to help navigate this insanity by focusing on speed and efficiency. To do this requires three major pillars choice, simplicity and security. The less time between a line of code being written and that line of code running in production the better. When you decrease that cycle, time developers are more productive, efficient and happy. The code is higher, quality contains less defects, and when bugs are found are fixed quicker and more easily. And in turn, your customers get more value sooner and more often. Increasing speed and improving developer efficiency is paramount. To do this, you need to be able to cycle through coding, running, testing, releasing and monitoring all without friction. We enabled us by offering containers as a service through a consistent, cloudlike experience. Developers can log into Dr Enterprise Container Cloud and, through self service, create a cluster No I T. Tickets. No industry specific experience required. Need a place to run. A workload simply created nothing quicker than that. The clusters air presented consistently no matter where they're created, integrate your pipelines and start deploying secure images everywhere. Instantly. You can't have cloud speed if you start to get bogged down by managing, so we offer fully automated lifecycle management. Let's jump into the details of how we achieve cloud speed. The first is cloud choice developers. Operators add mons users they all want. In fact, mandate choice choice is extremely important in efficiency, speed and ultimately the value created. You have cloud choice throughout the full stack. Choice allows developers and operators to use the tooling and services their most familiar with most efficient with or perhaps simply allows them to integrate with any existing tools and services already in use, allowing them to integrate and move on. Doc Enterprise Container Cloud isn't constructive. It's open and flexible. The next important choice we offer is an orchestration. We hear time and time again from our customers that they love swarm. That's simply enough for the majority of their applications. And that just works that they have skills and knowledge to effectively use it. They don't need to be or find coop experts to get immediate value, so we will absolutely continue to offer this choice and orchestration. Our existing customers could rest assure their workloads will continue to run. Great as always. On the other hand, we can't ignore the popularity that growth, the enthusiasm and community ecosystem that has exploded with communities. So we will also be including a fully conforming, tested and certified kubernetes going down the stock. You can't have choice or speed without your choice and operating system. This ties back to developer efficiency. We want developers to be able to leverage their operating system of choice, were initially supporting full stack lifecycle management for a bun, too, with other operating systems like red hat to follow shortly. Lastly, all the way down at the bottom of stack is your choice in infrastructure choice and infrastructure is in our DNA. We have always promoted no locking and flexibility to run where needed initially were supporting open stock AWS and full life cycle management of bare metal. We also have a road map for VM Ware and other public cloud providers. We know there's no single solution for the unique and complex requirements our customers have. This is why we're doubling down on being the most open platform. We want you to truly make this your cloud. If done wrong, all this choice at speed could have been extremely complex. This is where cloud simplification comes in. We offer a simple and consistent as a service cloud experience, from installation to day to ops clusters Air created using a single pane of glass no matter where they're created, giving a simple and consistent interface. Clusters can be created on bare metal and private data centers and, of course, on public cloud applications will always have specific operating requirements. For example, data protection, security, cost efficiency edge or leveraging specific services on public infrastructure. Being able to create a cluster on the infrastructure that makes the most sense while maintaining a consistent experience is incredibly powerful to developers and operators. This helps developers move quick by being able to leverage the infra and services of their choice and operators by leveraging, available, compute with the most efficient and for available. Now that we have users self creating clusters, we need centralized management to support this increase in scale. Doc Enterprise Container cloud use is the single pane of glass for observe ability and management of all your clusters. We have day to ops covered to keep things simple and new. Moving fast from this single pane of glass, you can manage the full stack lifecycle of your clusters from the infra up, including Dr Enterprise, as well as the fully automated deployment and management of all components deployed through it. What I'm most excited about is Doc Enterprise Container Cloud as a service. What do I mean by as a service doctor? Enterprise continue. Cloud is fully self managed and continuously delivered. It is always up to date, always security patched, always available new features and capabilities pushed often and directly to you truly as a service experience anywhere you want, it run. Security is of utmost importance to Miranda's and our customers. Security can't be an afterthought, and it can't be added later with Doctor and a price continued cloud, we're maintaining our leadership and security. We're doing this by leveraging the proven security and Dr Enterprise. Dr. Enterprise has the best and the most complete security certifications and compliance, such as Stig Oscar, How and Phipps 1 $40 to thes security certifications allows us to run in the world's most secure locations. We are proud and honored to have some of the most security conscious customers in the world from all industries into. She's like insurance, finance, health care as well as public, federal and government agencies. With Dr Enterprise Container Cloud. We put security as our top concern, but importantly, we do it with speed. You can't move fast with security in the way so they solve this. We've added what we're calling invisible security security enabled by default and configured for you as part of the platform. Dr Price Container Cloud is multi tenant with granular are back throughout. In conjunction with Doc Enterprise, Docker Trusted Registry and Dr Content Trust. We have a complete end to end secured software supply chain Onley run the images that have gone through the appropriate channels that you have authorized to run on the most secure container engine in the >>industry. >>Lastly, I want to quickly touch on scale. Today. Cluster sprawl is a very real thing. There are test clusters, staging clusters and, of course, production clusters. There's also different availability zones, different business units and so on. There's clusters everywhere. These clusters are also running all over the place. We have customers running Doc Enterprise on premise there, embracing public cloud and not just one cloud that might also have some bare metal. So cloud sprawl is also a very real thing. All these clusters on all these clouds is a maintenance and observe ability. Nightmare. This is a huge friction point to scaling Dr Price. Container Cloud solves these issues, lets you scale quicker and more easily. Little recap. What's new. We've added multi cluster management. Deploy and attach all your clusters wherever they are. Multi cloud, including public private and bare metal. Deploy your clusters to any infra self service cluster creation. No more I T. Tickets to get resources. Incredible speed. Automated Full stack Lifecycle management, including Dr Enterprise Container, cloud itself as a service from the in for up centralized observe ability with a single pane of glass for your clusters, their health, your APs and most importantly to our existing doc enterprise customers. You can, of course, add your existing D clusters to Dr Enterprise Container Cloud and start leveraging the many benefits it offers immediately. So that's it. Thank you so much for attending today's keynote. This was very much just a high level introduction to our exciting release. There is so much more to learn about and try out. I hope you are as excited as I am to get started today with Doc Enterprise. Continue, Cloud, please attend the tutorial tracks up Next is Miska, with the world's most popular Kubernetes E Lens. Thanks again, and I hope you enjoy the rest of our conference.

>>from around the globe. It's the Cube with digital coverage of you. I path live the release show brought to you by you. I path everyone. Welcome back. This is Dave Vellante for the human. We've been covering the r P a market now for quite some time. Yeah, I pastor said this huge announcement. Then we're gonna update you on the space. As you know, we've been quantifying this with our partners at ET are one of the areas that you I path is obviously focused on talking about scaling. If you wanna win in r p. A. You got a scale you want to scale. You gotta have cloud, though. Eric Metaphor is here. He's the director of product management. That you either path, We're gonna talk Cloud. Tara. Good to see you. Thanks for coming on. >>Thank you. Didn't get to see you as well. >>Yes. So you know, you guys have this huge announcement. Um, there are really four major components, if you will. That you extended the core platform. You talked about more automation? More ai smarter robots. The whole end to end. When you guys talk about the what? Sometimes it gets a little buzz, wordy, but that hyper automation, it's got to be end end. You've got to take a systems view, and then you got to put the tools in the hands of regular people. If you want to have a robot for every person, it's got to be simple. You've got to democratize uh, R p A. So my question is, where does the cloud fit into all this? >>You know, the cloud is the one that wraps it all up together. So for us, it's very important to make it easy for people to start instantly. You when you when you start to decide that you want to do in investment in r P A. And you really want to get started very quickly. And the second thing is, you eventually want to grow that are being investment, and the cloud makes it super easy for you to scale out of it. So Cloud makes it easy for you to start instantly and scaling. >>You think about the cloud you know, kind of started with. I guess it's sort of started with Salesforce back in 1999 kind of pre cloud. But certainly, you know so many functions and software areas have been cloud ified. You saw it with the email. You certainly where you start with I t s m. Which was kind of a heavy lift. You certainly see it with With HR. You seen it with data protection and backup. You see, do you see r p A. Is kind of the next big wave of cloud ification. >>Well, I absolutely think that cloud is gonna be very big in our be a. So from our perspective, when you start thinking about are you really thinking about automation? You want your automation is the light up and to save you money and to cut time for you and the investment thing that's going to remind what's going through your mind is not setting up infrastructure and, you know, configuring machines and selling software to make our p possible that the cloud makes it super easy for you to just cut down that I t infrastructure investment and go right ahead into what you really care about, which is the automation. So I think it's gonna be big that we allow you to just go directly to automation. I want RB start thinking about automation for good infrastructure lead that blood. >>So there's obviously you hear a lot of narrative in the marketplace about Cloud Cloud native. You see some companies or dogmatic will never do on had Frank's loop in a little while ago. So we're not doing our friend. That's Ah, that's a halfway house. You guys have taken a different approach, obviously started on Prem and now you're moving to the cloud. What? What's your philosophy on that? You know, Why wouldn't everybody do Cloud >>makes sense. So for us, we're very pragmatic about We believe that customers are different stages in their cloud adoption. Some people are extremely cloud friendly and have already put in place at plans for making sure that everything is already in the cloud. There are companies that are cloud native. They were born in the cloud that if you go a nascent install a piece of software in the local server, they would just laugh at you. So that's on one end of the spectrum and you want to make sure that those people can take full capability of our. On the other hand, there are people who are still, you know, coming from on Prem servers who are trying to move to the cloud to have plans to move to the cloud who would like to try some components in the CLI. But they still have some legacy systems that exist on Prem or a lot of systems that exist, and we want to make sure that those people are also able to take care of our key. And on the other end of the spectrum, there are industries or some companies and some industries that just are not ready for the cloud at all. And from our perspective, we want to democratize our key. We want our P available for everyone. So it is our philosophy that we're going to give you a multitude of the women options. If you want on Prem all the way, we got it. If you want cloud all the way we got, you want the hybrid assistant, We got it. We're just going to make it possible for you. And the deployment choice is your choice >>and the experience on Prem and Cloud. It's substantially identical. Would you say it's completely identical? What? What's the Delta? >>That is absolutely one of our goals. It is absolutely a gore for Google for you. I have to make sure that if you are an on Prem customer and you are starting to use some cloud, that your experiences seamless between on premises and in the cloud if you are a cloud customer and you have some components that still exist on Prem, if you want to use them, is very important for us that you have that common experience between both. So our software is designed with a common experience of the core, and it's actually the same software that runs from a user experience perspective in the cloud and on premises. Now, obviously, a lot of the infrastructure is different than a lot of the security aspects are different. But the user experience itself is, you know, consistently the same and intentionally that way. >>So when people talk about cloud or not, this is often site, you know, several things. Clearly, Layton sees a factor. If your data lives on, you know, on Prem, maybe you want to do things on Prem. There's local laws, data sovereignty. Uh, there's there's corporate edicts. Okay, we're not going to the cloud now. Maybe with Covad, that's that's changing somewhat, but so what are you hearing from customers just in terms of the rationale on Prem versus Cloud Hybrid. What are some of the decision points? >>Those are all good points, Dave. That's exactly the kind of stuff that we hear from our customers. So I think the main things that we hear in terms of cloud is about security people rightfully. So. When you start talking about cloud that they start asking, Can I really trust you as a vendor? With my data, I'm giving you my sales data. I'm giving you my HR data. I mean, this is some confidential information. Can I really trust you with that data? So that's one thing we absolutely, I start taking care off with large focus on security, and I can definitely dive deeper into that if you want. In addition to that, privacy and data sovereignty and where data lives is a big deal. So from our perspective, we host your data as an enterprise customer in three different locations. We host demand. We have servers in the United States. We have servers in Europe. We have servers in Japan, and as a customer you get to choose where data lives and we keep it the way you thoughts s so that kind of helps with data sovereignty because some countries, as you mentioned or some cos there's mentioned really have strict rules about that. Also, that helps with the legacy aspect. So if you're a customer in Japan, you would really prefer to use our Japan Data Center as opposed to a You know, your it's simple. >>The customers care, like where your cloud infrastructure lives. Are they asking you about that? They did they? Did they probe you on that? I mean specifically in terms of your cloud partner, like maybe you could talk about that a little bit. >>Absolutely. People definitely care about who we use and where the data is going to lie. And so from our perspective, for example, we're partnered with Microsoft and all our infrastructures. They don't Microsoft Azure, and, uh, we use data centers from Microsoft Azure through the whole start stuff, and that's a really good for multiple reads as it provides some very good uptime and reliability guarantees. In addition to that, they have service around the world that we can utilize so that we can expect, for example, for a next frontier becomes for example, in Australia, New Zealand. Then we want to create a reason they're being on top of Azure really allows us to go and spend that off pretty quickly and help customers that way. >>So we don't want things about Cloud is you can you can experiment very cheaply and you can fail fast and then iterating. So one of the things that struck me about your announcement was your community edition. I always look for, you know, Is there a community edition? Is that in addition, free for life? Is it neutered? In other words, can I actually do anything with it? Um, so I was happy to see that you guys had that. And also happy to see I mean, you've got I think it's early days for you, but I think that you have 200 enterprise customers, two orders of magnitude greater than that from the community edition. Did I get that right? >>That's great. Yes, absolutely. So when you think about the automation, cloud comes into play. But we have a community, the one for community, and that is the free version. And it's as you said, it's not like a pretrial or three limited time or something. It was just free as in free, free forever. We're gonna keep it to you. That's all you need. Just use it. No questions asked. You know, be happy with it. And the community edition actually is, is a fully functional product, and it allows you to do to get to attended robots one unattended robot and you get the option of connecting up the studio to two studios for designing animations. Work with those s so it's it's it allows it. That's all your automation needs, like small automation needs. Just go ahead and use it. If you're a small company or an individual or a small team, just use the community edition and you want to use that production. That's fine. No problem. That's all you need to go for it, then the and we have tens of thousands of community customers that are actively using the product. I'm not talking about the people that have ever signed up on left. Those are a lot more than that, but I'm talking about actually actively using the product. We've got tens of thousands of users as they're using it every month and built on that same infrastructure comes our Enterprise Edition, and the Enterprise edition is a basically the same infrastructure. But it adds a number of capabilities that are useful for a larger enterprise, of course, the most important of which is an uptime guarantee. So, you know, with the community edition, obviously we keep the service. Often we have very good response times, but with enterprise, you actually get enough time guarantee. In addition to that, you get access to our sport. They have a dedicated support team that works 24 7 around the clock and multiple reasons, and you get guaranteed response times with the mass away. On top of that, you get to be able to purchase is many robots as you want, and the list goes on and on and on. And it's very easy to go. Like you said, from playing with community, working with community, using that doing a trial, it's instinct as well. You just click a button, and all of a sudden, now you have five robots that each night that you can use for 60 days, and from there you can just go ahead and buy. >>We'll talk more about the uptime guarantee is that basically Azure s l A. So the data layer on top of that, you know, what are we measuring there? You could add some color. >>Absolutely. A startup and guarantee is built on top of azure, obviously. But we provide our own uptime guarantee regardless of what happens in the underlying system. Eso From our perspective, we guarantee that the service is going to be out at a specific amount of time. So we measure the number of minutes every month that the service should actually be up. And we measure the number of ministers service experiences, any kind of downtime. And we measure down. I'm in multiple ways. So we do outside in testing. Or, you know, if you're a customer, are you able to reach our service or not that we do incredible detail the monitoring and reporting on the life off our service itself from inside and And we look at any minute, any of those the services that we use underlying services are not responding to customers, and we count those down as well. So and we guarantee that there's a specific number of minutes that the service will be down, and that's >>it. And So if I understand it, you're really taking an application. You It's not the light on the server. It's It's the it's Can I get to you as a customer? Yeah. My state, my service, your >>perspective. Are you able to reach our service and do what you're expected to do with it? That's what you as a customer, really care about and in turn, that's the right way for us to be measuring up. >>And if I don't? If you don't hit, that s L. A. What? I get re credit. So how does that >>work? Absolutely, we have in our agreements and provision for penalties on the outside, we don't hit that escalate. And similarly for support. You know, if you call support, you're guaranteed depending on the severity of the issue on the back of contract that sport. Uh, you know how many minutes it takes us for somebody to be engaged with you on that issue? And we have very good numbers and hitting. That s L. A. And if we don't? They're also penalties on the outside for that. I think this is a real enterprise services you'd expect. >>Yeah, Great. I want to get to take some examples. You've got a couple 100 customers I think you mentioned should hopefully was up and running very quickly. I think you had some other examples, but but what can you share with us in terms of actual experience that your customers have seen? >>Absolutely. So we were thinking a very measured and careful approach, actually launching our service. So even though our service literally just launched last week fully to the world, we have actually been enabling enterprise customers we've been. We started a private preview with four customers and back in April of last year. And then we extended that to a public preview for any customer to try our service, as is no payment but also no guarantees. Back in the day, I want to say June of last year and then it took us all the way to December to feel comfortable that the services of the place where when we launch it, customers are going to get an excellent quality. And that's when we did a what we call a limited availability where we started on boarding enterprise customers step by step. We started with 10. We went to 50. We went to 100 now we have a couple 100 customers that already signed up, using the enterprise product every day as a guaranteed service and getting that Sele's that we've promised. So this was the time when we said, You know what? I think we've definitely been meeting our SL A's for five months running. Now we feel very comfortable lunch the rest, >>even if it's anecdotal. Have you discerned appreciable change in people's attitude toward cloud as a result of over? >>Absolutely, absolutely. I mean, it's just the aspect of working from home and having a lot of people just not available either demand infrastructure or demand servers made. A lot of people think about what is the best way to continue to run on information while they're at it. And obviously there's nothing easier than granting access to someone in the cloud to access a service from home. Then, if you were to bring them access to an on premise service with BP and all that stuff, and then if you want the provisioning new robots and machines and you have to do that again on premises, you know it's it's it's a lot more complicated. So a lot of customers are really starting to look at the cloud so many of the conversations that we would have, obviously we come in and they would ask us about the capabilities of our system. They would ask about security that ask a lot of things and those discussions, you know, anywhere between, you know, a few days to sometimes a few months. You know, some customers is just a great for those. The volume of customers that's asking about cloud is definitely increasing good for us. Obviously the number of deals were signed exalts increasing. But most importantly, I think that the number of customers that are benefiting from the value of starting instantly like cloud scale easily in the cloud. And you mentioned the example of Chipotle. And while that was engagement that we had obviously for the core of it, you know, they were very impressed with what they were able to do with The came in and falling and team had budgeted about two weeks to get started and set up everything so that they can build on top of that in their automation. And they, they chose wisely, do start in the cloud and As a result, they were done and all set up in one day. So it is definitely a huge difference between what you're able to get in the cloud person. So what you're doing? >>Well, you have passed all about automation. And and so is the cloud. The superpowers of this decade Cloud data A You guys were, you know, at the heart of all those Eric. Thanks so much for coming on the cube in explaining sort of your cloud angle. Really Appreciate your time. >>Thank you very much, Dave. It's a pleasure to be here. >>Alright? And thank you for watching everybody. More coverage on the r p. A market analysis digging into your past recent announcement stable people want to have right back right after this short break. Yeah, yeah, yeah, yeah, yeah