(upbeat music) >> Hey everyone. And welcome to this CUBE Conversation which is part of the AWS startup showcase. Season two, episode four of our ongoing series. The theme of this episode is cybersecurity, detect and protect against threats. I'm your host, Lisa Martin, and I'm pleased to be joined by the founder and CEO of Hunters.AI, Uri May. Uri, welcome to theCUBE. It's great to have you here. >> Thank you, Lisa. It's great to be here. >> Tell me a little bit about your background and the founders story. This company was only founded in 2018, so you're quite young. But gimme that backstory about what you saw in the market that really determined, this is needed. >> Yeah, absolutely. So, I mean, I think the biggest thing for us was the understanding that significant things have happened in the cybersecurity landscape for customers and technology stayed the same. I mean, we tried on solving the same... We tried on solving a big problem with the same old tools when we actually noticed that the problem has changed significantly. And we saw that change happening in two different dimensions. The first is the types of attacks that we're defending against. A decade ago, we were mostly focused on these highly sophisticated nation state efforts that included unknown techniques and tactics and highly sophisticated kind of methods. Nowadays, we're talking a lot about cyber crime gangs, whoops of people that are financially motivated or using off the shelf tools, of the shelf malware, coordinating in the dark web, attacking for money and ransom basically, versus sophisticated intelligence kind of objectives. And in the same time of that happening, we also saw what we like to refer to as explosion of the securities stack. So some of our customers are using more than 60 or 70 different security tools that are generating sometimes tens of terabytes a day of flows. That explosion of data, together with a very persistent and consistent threat that is continuously affecting customers, create a very different environment, where you need to analyze a big variety of data and you need to constantly defend yourself against stuff that are happening all the time. And that was kind of like our wake moment when we understand that the tools that are out there now might have been the right tools a decade ago, they are probably not the right tools to solve the problem now. So yeah, I think that that was kind of what led us to Hunters. And in the same time, and I think that that's my personal kind of story behind it. We used to talk a lot about the fact that we want to solve a fundamental problem. And we, as part of the ideation around Hunters and us zooming in on exactly the areas that we want to focus on in security, we talked with a lot of CSOs, we talked with a lot of industry experts, everyone directed us to the security operation center. I mean the notion that there's a lot of tools and there's always going to be a lot of tools, but eventually decisions are being made by people that are running security operation center, that are actually acting as the first line of defense. And that's where you feel that the processes are woke. That's where you feel that that technology doesn't really meet the rabel, and the rabel doesn't really meet the hold. And for us, it was a very clear sign that this is where we need to focus on. And that set us on a journey to explore red hunting and then understand that we can solve something bigger than that. And then eventually get to where we are today, which is go to market around. So holistic a platform that can help SOC analysts doing the day to day job defending the organizations. >> So you saw back in 2018, probably even before that that the SIEM market was prime and right for disruption. And only in a four year time period, there's been some pretty significant milestones and accomplishment that the team at Hunters has made in that short timeframe. Talk to me about some of those big milestones that the company has reached in just four years. >> Yeah, I think that the biggest thing and I know that it's going to sound like a cliche, but we're actually believing that I think it's the team. I mean, we're able to go to an organization of around 150 employees. All over the world, the course, I think I mean the last time that I checked, like 15 countries. That's the most amazing feeling that you can have. That ability to attract people to a single mission from all over the world and to get them collaborate and do amazing things and achieve unbelievable accomplishment. I think that's the biggest thing. The other thing for us was customers. I mean, think about it like, SIEM it's such a central and critical system. So for us as a young startup from Tel Aviv to go out to Enterprise America and convince the biggest enterprise around the world to rip and replace the the existing solutions that are being built by the biggest software brands out there and install Hunters instead, that's a huge leap of trust, that we are very grateful for, and we're trying to handle with a lot of care and a lot of responsibility. And obviously, I think that other than that, is all of the investors that we were able to attract that basically enabled all of that customer acquisition and team building and product development. And we're very fortunate to work with the biggest names out there, both from a strategic perspective and also from tier one VCs from mainly from the U.S., but from all over the world, actually that are backing us. >> Great customers, solid foundation. Hunters is built for the clouds, is powered by Snowflake. This is AWS built. Talk to me about what's in it for me from an AWS customer perspective. What's that value in it for them? >> Yeah, so I think that the most important thing, in my opinion, at least, is the security value that you're getting from it. Other than the fact that Hunters is a multi-tenant SaaS application running in AWS, it's also a system that is highly tuned and specifically built to be very effective against detecting threats inside AWS environments. So we invested a lot of time in research, in analyzing the way attackers are operating inside cloud environments, specifically in AWS. And then we model these techniques and tactics and procedures into the system. We're leveraging data sets like AWS CloudRail and CloudWatch and VPC Flow Logs, obviously AWS GuardDuty which is an amazing detection system that AWS offer to its customer, and we're able to leverage it, correlate it with other signals. And at the same time, there's also the commercial aspect and the business aspect. I mean, we're allowing AWS customers to leverage the AWS credits to the marketplace to fund same projects like Hunters that comes with a lot of efficiencies also. And with a lot of additional capabilities like I mentioned earlier. >> So let's crack open Hunters.AI. What makes this approach different? You talked about the challenges that you guys saw in the market that were gaps there, and why technology needed to come in from a disruption standpoint. But describe the differentiators. When you're talking to perspective customers, what are those key differentiators that Hunters brings to the table? >> Yeah, absolutely. So we like to divide it into three main pillars. The first pillar is everything that we do with data, that is very different from our competitors. We believe that data should be completely liberated from the analytical layer. And that's why we're storing data in a dedicated data warehouse. Snowflake, as you mentioned earlier, is one of our go to data warehouses. And that give customers the ability to own their own data. So you as a customer can opt in into using Hunters on top of your Snowflake. It's not the only way. You can also get Snowflake bundled as part of that, your Hunter subscription, but for some customers that ability to reduce vendor lock risk on data on your own and also level security data for other kind of workflows is something that is really huge. So that's the first thing that is very different. The second thing is what we like to call security engineering as a service. So when you buy Hunters, you don't just buy a data platform. You actually buy a system, a SOC platform that is already populated with use cases. So what we are saying is that in today's world the threats that we're handling as a SOC, as security operations center professionals are actually shared by 80% of the customers out there. So 80% of the customers share around 80% of the threat. And what we're basically saying is let us as a vendor, solve the detection response around that 80%. So you as a customer could focus on the 20% that is unique to your environment. Then in a lot of cases generate 80% of the impact. So that means that you are getting a lot of rebuilt tools and detections, data modeling to your integrations, automatic investigations, scoring correlations. All of these things are being continuously deployed and delivered by us because we're multi tenant SaaS. And also allowing you again to get this effortless tail key kind of solution that is very different from your experience with your current SIEM tools that usually involves a lot of tuning, professional services, configuration, et cetera. And the last aspect of it, is everything that we're doing around automation. We're leveraging very unique graph technology and what we call automatic investigation enrichments that allows us to take all of these signals that we're extracting from all over the attacks, of say AWS included, but also the endpoint and the email and the network and IOT environments and whatever automatically investigate them, load them into a graph and then automatically correlate them to what we call stones, which are basically representation of incidents that are happening across your tax office. And that's a very unique capability that we bring into the table that demonstrates our focus on the analytical lens. So it's not just log aggregation, and querying and dashboarding kind of system. It's actually a security analytic system that is able to drive real insights on top of the data that you're plugging into it. >> So talk to me, Uri, when you're in customer conversations these days the market is there's so many dynamics and flux that customers are dealing with. Obviously, the threat landscape continues to expand and really become quite amorphous as that perimeter blends. What are some of the specific challenges that security operation center or SOC teams come to you saying, help us eliminate this. We have so many tools, we've probably got limited resources. What are those challenges and how does Hunters really wipe those off the plate? >> Yeah, so I think the first and foremost has to do with the second pillar that I mentioned earlier and that's security engineering. So for most security operations centers and most organizations around the world, the feeling is that they're kind of like stuck on this third wheel. They keep on buying tools and then implementing these tools and then writing rules and then generating noise and then fine tuning the rules. And then testing the rules and understanding that the fine tuning actually generated misdetections. And they're kind of like stuck on this vicious side. And no one can really help because a lot of the stuff that they're building, they're building it in their environment. And what we're saying is that, let us do it for you. Well, that 80% that we've mentioned earlier and allows you to really focus on the stuff that you're doing and even offset your talent. So, we're not talking about really a talent reduction. Because everyone needs more talent in cybersecurity nowadays but we're talking a lot about offset. I mean, if we had a team of five people investing efforts in building walls, building automation, and now three or four of these people can go and do advanced investigations, instant response, threat hunting interval, that's meaningful. For a lot of SOCs, in a lot of cases that means either identifying and analyzing a threat in time or missing it. So, I mean, I think that that's the biggest thing. And the other thing has to do with the first thing that I mentioned earlier, and these are the data challenges. Data challenges in terms of cost, performance, the ability to absorb data sets that today's tools can't really support. I mean, for example, one of the biggest data sets that we're loading that is tremendously helpful is raw data for EDR products. Raw data for EDR products in large enterprises can get to 10, 15, 20 terabytes a day. In today's SIEMs and SOC platforms that the customers are using, this thing is just as prohibited from SOC. They can't really analyze it because it's so costly. So what we're saying is a lot of what we're seeing is a lot of customers, either not analyzing it at all, or saving it for a very little amount of time, account of days. Because they can't support the retention around it. So the ability to store huge data sets for longer period of time makes it something that a lot of big enterprises need. And to be honest, I think that in the next couple of years they would also be forced to have these kind of capabilities, even from a compliance perspective. >> So in terms of outcomes, I'm hearing reduction in costs really helping security teams utilize their resources, the ability to analyze growing volumes of data. That's only going to continue to increase as we know. Is there a customer story, Uri that you have that really, where the value proposition of Hunters really shines through? >> Yeah, I think that one thing comes to mind from those hospitality vertical and actually it's a reference customer. I mean, we can share the name. His name is booking.com. It's also publicly shown on our website. And they think the coolest thing that we were able to do with booking is give them that capability to stay up to date with the threats that they're facing. So it's not just that we saved a lot of efforts from them because we came with a lot of out of the box capabilities that they can use. We also kept them up to date with everything that they were facing. And there was a couple of cases, where we were able to detect threats that were very recently from threat perspective. Based on our ability to invest research time and efforts in everything that is going on in the ecosystem and the feedback that we got from the customer, and it's not a single of feedback. Like we're getting it a lot, is that, without you guys we wouldn't be able to do the effective research and then the implementation of this and the threat modeling and the implementation of these things in time. And walking with you kind of like made the difference between analyzing it and reacting in time and potentially blocking like a very serious bridge versus maybe finding out when it's too late. >> Huge impact there. And I'm kind of thinking, Hunters aim, might be one of the reasons that booking.com's tagline it's booking.com, booking.yeah. Yeah, we're secure. We know if we can demonstrate that to everyone that uses our service. I noticed kind of wrapping things up here, Uri. I noticed that back in I think it was January of 2022, Hunters raised about 60 million in series C. You talked about kind of being in the GTM phase, where are some of those strategic investments? What have you been doing, focusing on this year and what's to come as we round out 22? >> Yeah, absolutely. So, I mean, there's a lot of building going on. Yeah. Still, right. I mean, we're getting into that scale mode and scale phase but we're very much also building our capabilities, building our infrastructure, building our teams, building our business processes. So there's a lot of efforts going into that, but in the same time, I mean, we've being able to vary, to depending our relationship with DataBlitz which is a very important partner of us. And we got some big news coming up on that. And they were a strategic investor that participated in our series C. And in the same time we're walking in the air market which is a very interesting market for us. And we get a lot of support from one other strategic investor that joined the series C, Deutsche Telekom. And they are a huge provider in IT and security in email, other than doing a lot of other things and including T-systems and T-Mobile and everything that has to do with that. So we're getting a lot of support from them. And regardless, I think, and that ties back to what we've mentioned earlier, the ability for us to come to really big customers with the quality of investors that we have is a very important external validation. It's basically saying like this company is here to stay. We're aiming at disrupting the market. We're building something big. You can count on us by replacing this critical system that we're talking about. And sometimes it makes a difference, like sometimes for some of the customers, it means that this is something that I can rely on. Like it's not a startup that is going to be sold two months after I'm deploying it. And it's not a founder that is going to disappear on me. And for a lot of customers, these things happen, especially in an ecosystem like cybersecurity, that is so big with such a huge variety of different systems. So, yeah, I think that we're getting ready for that scale mode and hopefully it'll happen sooner than what we think. >> A lot of growth already as we mentioned in the beginning of the program. Since just 2018 it sounds like from a foundation perspective, you guys are strong, you're rocking away and ready to really take things into 2023 with such force. Uri, thank you so much for joining me on the program, talking about what Hunters.AI is up to and how you're different and why you're disrupting the SIEM market. We appreciate your insights and your time. >> Absolutely. Lisa, the pleasure was all mine. Thank you for having me. >> Likewise. For Uri May, I'm Lisa Martin. Thank you for watching our CUBE Conversation as part of the AWS startup showcase. Keep it right here for more actions on theCUBE, your leader in tech coverage. (upbeat music)

(gentle music) >> Hello, welcome to theCUBE's presentation of the AWS Showcase season one, episode two with the ISV Startups partners. I'm John Furrier, your host of theCUBE. We're joined by Morgan McLean, director of product management at Splunk, and Danielle Greshock, who is the director of ISVs solution architects at AWS. Welcome to the show. Thanks for coming on. >> Thanks for having us. >> And great. Thanks for having us. >> Great to see both of you, both theCUBE alumni, but the Splunk-AWS relationship has been going very, very well. You guys are doing great business enabling this app revolution. And cloud scale has been going extremely well. So let's get into it. You guys are involved in a lot of action around application revolution, around OpenTelemetry and open source. So let's get into it. What's the latest? >> Danielle, you go ahead. >> Well, I'll just jump in first. Obviously last year, not last year, but in 2020, we launched the AWS Distro for OpenTelemetry. The idea being essentially, we're able to bring in data from partners, from infrastructure running on AWS, from apps running on AWS, to really be able to increase observability across all cloud assets at your entire cloud platform. So, Morgan, if you want to chime in on how Splunk >> Morgan: Certainly. >> has worked out OpenTelemetry. >> Yeah. I mean, OpenTelemetry is super exciting. Obviously, there's a lot of partnership points between Amazon and Splunk, but OpenTelemetry is probably one of them that's the most visible to people who aren't already maybe using these two products together. And so, as Danielle mentioned, Amazon has their own distribution of OpenTelemetry, Splunk has their own, as well, and of course there's the main open source distribution that everybody knows and loves. Just for our viewers, just for clarity's sake, the separate distributions are fundamentally very similar to, almost identical to what's offered in the open source space, but they come preconfigured and they come with support guarantees from each company, meaning that you can actually get paid full support for an open source project, which is really fantastic for customers. And as Danielle mentioned, it's a great demonstration of the alliance between Splunk and Amazon Web Services. For example, the AWS Distro, when you use it, can export data to Amazon CloudWatch, various Amazon backed open source initiatives like Prometheus and others, and to Splunk Observability Cloud and to Splunk Enterprise. So it's a place that we've worked very closely together, and it's something that we're very excited about. >> So, Morgan, I want to get your take on the on the product management side and also how product are built these days. >> One of the big things we're seeing in cloud is that open source has been the big enabler for a lot of refactoring. And you got multiple distributions, but the innovations on top of that, can you talk about how you see the productization of new innovations with open source as you guys go into this market, because this is the new dynamic with cloud. We're seeing examples all over the place. Obviously, Amazon's going next level with what they're doing, and that open source, it's not a one game for all of it. You can have mix and match. Take us through the product angle. >> And in many ways, this is just another wave of the same thing, right? Like, if you think back in time, we all used and still use in many cases, virtual machines, most of those are based on Linux, right? Another large open source project. And so, open source software has been accelerating innovation in the cloud space and in the computing space generally for a very long time, which is fantastic. Our excitement with something like OpenTelemetry comes from both the project's capabilities but also what we can do with it. So for those who aren't already familiar with OpenTelemetry, OpenTelemetry allows you to extract really critical system telemetry, application signals and everything else you need from your own applications, from new services, from your infrastructure, from everything that you're running in a cloud environment. You can then send that data to another location for processing. And so John, you ask like, how does this accelerate innovation? What does it unlock? Well, the insight you can gain from this data means you can become so much more efficient as a development organization. You can make your applications so much more effective because when you send that data to something like Splunk Observability Cloud, to something like Amazon CloudWatch, to various other solutions on the market, they can give you deep, deep insight into your application's performance, to its structure, they can help you reduce outages. And so, it's very, very powerful because it allows organizations to use tools like Splunk, like Amazon, like other things to innovate so much more effectively. >> Danielle, can you comment >> If I could... >> on the AWS side because this is again on the big point. You guys are going next level, and you're starting to see patterns in the ISV world, certainly on the architecture side of partners doing things differently now on top of what they've already done. Could you share how AWS is helping customers accelerate? >> Well, just as Morgan was talking about what OpenTelemetry provides, you can see how from a partnership perspective, this is so valuable, right? What the partner team here at AWS is in the business of doing, is really enabling customer choice, right? And having that ability to plug in and pull data from different sources, post it to different sources, make it available for visibility across all of your resources is very powerful and it's something from the partner community that we really value because we want customers to be able to select best of breed solutions, what works for their business, which businesses are different and they may have different needs, and that also fosters that true innovation. A small company is going to develop and release software a lot differently than a large enterprise. And so, being able to support something like OpenTelemetry just enables that for all different kinds of customers. >> Morgan, add to that because the velocity of releases, certainly operational, stability, is key every predominant security, uptime, these are top concerns. And, you mention data too, >> And you mention challenges. >> You got the data in here. So you got a lot of data moving around, a lot of value. What's your take? >> Yeah. So, I'll speak with some specifics. So a challenge that developers have had for years when you're developing large services, which you can now do with platforms like AWS. So, it's very easy to go develop huge deployments. But a challenge they have is you go and build a mess, right? And like, I've worked earlier in my career in Web Services. And I remember in one of the first orgs I was in, I was one of the five people who really understood our ecommerce stack. Right? And so like, I would get dragged into all these meetings and I'd have to go draw like the 50 services we had, and how they interacted, and the changes that were made in the last week. And without observability tools like Splunk Observability Cloud, like the ones offered by Amazon, like the ones that are backed by the data that comes with OpenTelemetry, organizations basically rely on people like this, to go draw out their deployments so they understand what it is they've built. Well, as you can imagine, this crimps your development velocity, because most of your engineers, most of your tech leads, most of everyone else don't actually understand what it is they've built what it is they're running, because they need that global context. You get something like OpenTelemetry and the solutions that consume the data from it, and suddenly now, all your developers have that context, all of them when they're adding functionality to a service or they're updating their infrastructure, can actually understand how it interacts with the rest of the broader application. This lets you speed up your time to development, this lets you ship more safely, more securely. And finally, when things do go wrong, which will be less frequent, but when they do go wrong, you can fix them super rapidly. >> If I'm a customer, let me ask a question. I'm a customer and I say, "Okay, I love AWS, I love Splunk, I love OpenTelemetry. I got to have open sources, technology innovation is happening." What's the integration? What are some of the standards? Can you take us through how that's working together with you guys as a shared platform? >> Yeah. So let's take the Amazon distribution for OpenTelemetry or even the Splunk one. One of the first things they do is they include all of the receivers, all of the sort of data capture components that you need, out of box for platforms like AWS, right? And so, right away, you get that power and flexibility where you're getting access to all of these data sources, right? And so, that's part of that partnership. And additionally, once the data comes into OpenTelemetry, you can now send that to various different data sources, including, as Danielle mentioned, to multiple at the same time. So you can use whatever tools you want. And so when you talk about like what the partnership is actually providing to you as a customer and still, this is just within the context of OpenTelemetry, obviously there's a much broader partnership between these two companies than just that. But within the context of OpenTelemetry means you can download one of these distributions. It's fully supported. It works with both solutions and everything is just great, right? You don't need to go fiddle with that out of the box. To be clear, OpenTelemetry is a batteries included project, right? This means that even the standard distributions of OpenTelemetry include the components you need. You have to go directly, reference them and ensure that they're packaged in there, but they exist, right. But the nice thing about these distributions is that it's done, it's out of the box, you don't even have to worry about is something missing or do I need to include new exporters or new receivers? It's all there. It's preconfigured. It just works. And if something goes wrong and you have a support contact, you pick up the phone, you talk to someone to get it fixed. >> Danielle, what's the Amazon side 'cause agility and scale is one of the highlights you guys are seeing. How does this tie into that and how are you guys working backwards from the customers to support the partners? >> Well, I think just to add on essentially to what Morgan said, I think that AWS is a cloud platform, has always really had a focus on developers. And, we talk a lot about how AWS and Amazon as a whole really embraces this continuous integration and continuous deployment methods inside of our organization. And we talk about services, and observability is a huge part of that. The only way that you're actually able to release hundreds, thousands of times a day like Amazon does, is by having an observability platform, to be able to measure metrics, see changes in the environment, to be able to roll back if you need to, and to be able to quickly mitigate any challenges or anything that goes wrong at any part of the process. And so, when we preach that to our customers, I think it's something that we do that because we live it and breathe it. And so, things such as OpenTelemetry and such as the products that Splunk builds, those are also ways in which we believe our customers can achieve that. >> Yeah. And we can... I mean, as I mentioned before, this partnership goes well beyond OpenTelemetry, right? And so, if you go use like Splunk Enterprise, Enterprise Cloud, Splunk Observability Cloud, and you're running on AWS, you have excellent support and excellent visibility into your Amazon infrastructure, into the services and applications you've deployed on top of that infrastructure. We try and give you, and I think we do succeed in this. We give you the best possible experience, the deepest possible visibility, into what it is you've deployed on AWS, so that you can be even more successful as a business, and so that you can be even more successful on AWS as a platform. >> Yeah. This is a great conversation, Morgan. You mentioned the early days of Web Services. AWS stands for Amazon Web Services built on web services. So interesting throwback there, but made me think about the days of the early days of web services. And if you look at data, what's going on now, the top partners in AWS, you're seeing a lot of people thinking about data differently, they're refactoring, a lot of machine learning, a lot of AI going on at scale. So then, you got cloud native, things like Kubernetes and these new services being stood up and teared down with automation. A whole new operating model's coming. And so when you think about observability, the importance of it, I mean, can you share your perspective on this whole 'nother level? I mean, I always say that whole another level sounds cliche, but it is next level. I mean, this is completely different. What's your reaction? >> Yeah. There there's a ton of factors here, right? So as you point out, companies are totally shifting how they use their cloud infrastructure. And part of this you see during their cloud migrations, a part of it you see after, and they're shifting from their sort of stateful VMs that they may have had in the past to infrastructure that they tear down and put up regularly. And there's a lot more automation. With this, comes as I mentioned before, complexity, right? And also, with this comes more and more businesses becoming even more reliant on their digital infrastructure. And so, not having observability into your applications, into your services, into your infrastructure, to me, is akin to running a business, say running a large warehousing or distribution company, but not having any idea where you're shipping products or where things are, or not having any accounting or CFO, right? Like, business has become so digital. Business is so reliant on technology, and that's unlocked a ton of new things. It's great. But not having visibility into how that technology works or what it is that's deployed or how to fix it is akin to having no visibility to anything else in your business. It's nuts. And so, observability is super, super critical, particularly for customers who are adopting this new wave of cloud technologies on platforms like AWS. >> Danielle, on your side too, you're enabling this new capability so that businesses can do it, the partners do it, we're calling it super cloud. We've been calling it super cloud kind of dynamic where new things are happening with the data. And you guys are evolving with that. Can you share what you're seeing on your side as your partners start to go to the next level? What are you guys doing? How does it all come together? >> Well, we always talk about what has happened with data in the last couple of years, which the cloud has really enabled around, you know, variety and velocity and there's one other "V" that's escaping me right now, but essentially, all of this data is coming in and providing the ability for us to make better decisions, to build better products, to provide better experiences for customers. And so, I just think, the OpenTelemetry project, as well as what Splunk is doing is just another example of how we're taking this massive amount of data and being able to provide better experiences and outcomes for customers. >> And you guys have been working along together for long time, Splunk, and, it's been a great partners, if we're going back with that been covering it on theCUBE and SiliconANGLE. So, we know that, the change is key observability. Can you imagine a company without a CFO, Morgan? That's just boggles your mind, but that's what it's like right now. So... >> It is, yeah. >> And the people who take advantage of that are winning, right? So it's like, that's the key. >> Yeah, I know. I mean, even in my own career, right, I've moved between different companies. And I remember, when I joined Google in particular, which is where I worked at previously, I was very impressed with their internal observability tools. And I'm certain, I haven't worked at Amazon. I'm certainly, I just assume inside of Amazon they're excellent as well, so a lot of the large cloud firms these days. But it was so refreshing going from an organization where if we had some outage or something went wrong, there were like a very small set of people who could actually understand what was going on. And then you would just have to manually dive through logs and correlate requests manually between services. It's very challenging. And so, when things went wrong, they went wrong for a long, long time. And so, the companies that understood this even in the past are already very successful as a result. I think now, the rest of the industry is really in the midst of adopting these observability practices and the tools that are required to implement them, because you're right. Otherwise your development velocity slows down. Now you're getting out competed by your competition. And then, when you have a problem, it blows up for ages. And once again, your competition can take advantage of it. >> And, can you just summarize the observability piece relative to the OpenTelemetry? Where is that going to go? Where do you see that evolving? >> Sure. >> I see open source is growing like crazy, we all know that. >> Of course. >> But OpenTelemetry in particular and open source, 'cause this is a big hot area. >> Yes. So to set the stage for people, OpenTelemetry, unlocks observability in many ways. As I mentioned earlier, OpenTelemetry is how you capture data out of your application. It doesn't process it. It's not a replacement for something like Amazon CloudWatch or any Splunk's products, but it's how we get the data out of your system, which is a remarkably difficult problem. I won't dive into it today, but, those who work in this space are very aware. That's why this project exists and it's so big, that actually extracting information, metrics, logs, distributed traces, profiles, everything else, from your applications and from your infrastructure is very, very difficult. So for OpenTelemetry, where it's going is just continually getting better at extracting more types of data from more sources, and doing that more effectively for people in a more standardized way. That will unlock firms like Splunk, firms, like Amazon and others to better process this data. In terms of where that's going, the sky's the limit, right? Like, everyone's familiar with APM, people are familiar with infrastructure monitoring, but there's a lot more capabilities coming there for security analytics, for network performance monitoring, for getting down all the way to single lines of coding your application, how they impact everything. There's just so much power that's coming to the industry right now. I'm really excited to see where things go in the next few years. >> And Danielle, you're in the middle of all the action as a solution architect, really set the stage for their companies and the ISVs, and this is a big, hot area. What are the patterns you're seeing and what are some of the best practices that you're doing will help companies? >> Right. So I think, summarizing our entire conversation, the big things that we're seeing in the market is essentially more and more companies are looking to move to a continuous deployment and a continuous integration environment. And they're looking to innovate faster and spend less time hot patching or hot fixing their environments and they want to spend more time innovating. And so, that you know, the patterns that we're seeing is... What I see and what I actually experience firsthand at re:Invent when I talk to probably over 40 or 50 ISVs, is customers want to know in their environment, where are their changes? Where are their security vulnerabilities? Where are their data changes, and what are customers really experiencing, whether it's latency, poor experience throughout their products, those types of things? So security, data, and observability are just key to all of that experience and that's what we're definitely seeing as patterns, what we're seeing with our customers and also what value our ISVs are providing in that space. >> That's awesome. And the other thing I would observe is that there's more of an integration story going on around joint projects, whether it's open source. >> Absolutely. >> Because this is where we want to get that services connected. And it's mutual beneficial. I mean, this is really >> Exactly. >> whole 'nother, new kind of interoperable cloud scale. >> Yeah, if I could say one thing else there, I think that, a lot of the customers who are trying to move into the cloud now are, maybe not technology forward companies and they really need that solution. And that's very important. I think COVID has pushed a lot of companies into the cloud maybe very quickly. And, that has been something else we've observed in the market. So, solutions and full solutions between ISVs and ISVs, or ISVs and AWS is just becoming more and more common thing that we see. >> And, you mentioned John, in the open source space as well. Like, we're certainly from Amazon to Splunk. So we're talking a lot about those, but there's a lot of other firms involved in projects like OpenTelemetry. And I think it's very endearing, very heartening to see how well they cooperate in this community and how, when their interests are aligned, how effective they can be. And it's been very exciting to work in the space and very pleasant, honestly, to see everything come together with this huge set of customers and partners. >> Yeah. The pleasant surprise of the pandemic has been that people come into the cloud and they like it and they, "Hey, this works," and they double down on it. Then they realize, there's more there and they refactor. So, you're seeing real examples of that. So, this is a great discussion, great success story. Congratulations Morgan, Danielle. >> Thank you. >> Great partnership between Splunk and AWS. We've been following for a long time. And again, this highlights this whole another level of integrating super cloud kind of experience where people are getting more capabilities and doing more together, so great stuff. >> And this is just one facet of that, right? Like, there's all the other connections of Splunk Enterprise, Splunk security analytics products, and others. It's a deep, deep partnership between these firms. >> Yeah. And the companies that innovate and get that new capability are going to have an advantage. And you're seeing... >> Yes. >> Right? >> Agreed. >> And this is awesome, and great stuff, thank you for coming on and sharing that insight. >> Thank you. >> Congratulations Morgan over there at Splunk, great stuff. And Danielle, thanks for coming on and sharing the AWS perspective. >> Thanks for having me. >> And you guys are going to the next level. You moving up to stack as they say, all good stuff for customers. Thanks. >> Thank you. >> Okay. >> Thank you. >> This is season one, episode two of the AWS Partner Showcase. I'm John Furrier with theCUBE. Thanks for watching. (gentle music)

(gentle music) >> Hello, welcome to theCUBE's presentation of the AWS Showcase season one, episode two with the ISV Startups partners. I'm John Furrier, your host of theCUBE. We're joined by Morgan McLean, director of product management at Splunk, and Danielle Greshock, who is the director of ISVs solution architects at AWS. Welcome to the show. Thanks for coming on. >> Thanks for having us. >> And great. Thanks for having us. >> Great to see both of you, both theCUBE alumni, but the Splunk-AWS relationship has been going very, very well. You guys are doing great business enabling this app revolution. And cloud scale has been going extremely well. So let's get into it. You guys are involved in a lot of action around application revolution, around OpenTelemetry and open source. So let's get into it. What's the latest? >> Danielle, you go ahead. >> Well, I'll just jump in first. Obviously last year, not last year, but in 2020, we launched the AWS Distro for OpenTelemetry. The idea being essentially, we're able to bring in data from partners, from infrastructure running on AWS, from apps running on AWS, to really be able to increase observability across all cloud assets at your entire cloud platform. So, Morgan, if you want to chime in on how Splunk >> Morgan: Certainly. >> has worked out OpenTelemetry. >> Yeah. I mean, OpenTelemetry is super exciting. Obviously, there's a lot of partnership points between Amazon and Splunk, but OpenTelemetry is probably one of them that's the most visible to people who aren't already maybe using these two products together. And so, as Danielle mentioned, Amazon has their own distribution of OpenTelemetry, Splunk has their own, as well, and of course there's the main open source distribution that everybody knows and loves. Just for our viewers, just for clarity's sake, the separate distributions are fundamentally very similar to, almost identical to what's offered in the open source space, but they come preconfigured and they come with support guarantees from each company, meaning that you can actually get paid full support for an open source project, which is really fantastic for customers. And as Danielle mentioned, it's a great demonstration of the alliance between Splunk and Amazon Web Services. For example, the AWS Distro, when you use it, can export data to Amazon CloudWatch, various Amazon backed open source initiatives like Prometheus and others, and to Splunk Observability Cloud and to Splunk Enterprise. So it's a place that we've worked very closely together, and it's something that we're very excited about. >> So, Morgan, I want to get your take on the on the product management side and also how product are built these days. >> One of the big things we're seeing in cloud is that open source has been the big enabler for a lot of refactoring. And you got multiple distributions, but the innovations on top of that, can you talk about how you see the productization of new innovations with open source as you guys go into this market, because this is the new dynamic with cloud. We're seeing examples all over the place. Obviously, Amazon's going next level with what they're doing, and that open source, it's not a one game for all of it. You can have mix and match. Take us through the product angle. >> And in many ways, this is just another wave of the same thing, right? Like, if you think back in time, we all used and still use in many cases, virtual machines, most of those are based on Linux, right? Another large open source project. And so, open source software has been accelerating innovation in the cloud space and in the computing space generally for a very long time, which is fantastic. Our excitement with something like OpenTelemetry comes from both the project's capabilities but also what we can do with it. So for those who aren't already familiar with OpenTelemetry, OpenTelemetry allows you to extract really critical system telemetry, application signals and everything else you need from your own applications, from new services, from your infrastructure, from everything that you're running in a cloud environment. You can then send that data to another location for processing. And so John, you ask like, how does this accelerate innovation? What does it unlock? Well, the insight you can gain from this data means you can become so much more efficient as a development organization. You can make your applications so much more effective because when you send that data to something like Splunk Observability Cloud, to something like Amazon CloudWatch, to various other solutions on the market, they can give you deep, deep insight into your application's performance, to its structure, they can help you reduce outages. And so, it's very, very powerful because it allows organizations to use tools like Splunk, like Amazon, like other things to innovate so much more effectively. >> Danielle, can you comment >> If I could... >> on the AWS side because this is again on the big point. You guys are going next level, and you're starting to see patterns in the ISV world, certainly on the architecture side of partners doing things differently now on top of what they've already done. Could you share how AWS is helping customers accelerate? >> Well, just as Morgan was talking about what OpenTelemetry provides, you can see how from a partnership perspective, this is so valuable, right? What the partner team here at AWS is in the business of doing, is really enabling customer choice, right? And having that ability to plug in and pull data from different sources, post it to different sources, make it available for visibility across all of your resources is very powerful and it's something from the partner community that we really value because we want customers to be able to select best of breed solutions, what works for their business, which businesses are different and they may have different needs, and that also fosters that true innovation. A small company is going to develop and release software a lot differently than a large enterprise. And so, being able to support something like OpenTelemetry just enables that for all different kinds of customers. >> Morgan, add to that because the velocity of releases, certainly operational, stability, is key every predominant security, uptime, these are top concerns. And, you mention data too, >> And you mention challenges. >> You got the data in here. So you got a lot of data moving around, a lot of value. What's your take? >> Yeah. So, I'll speak with some specifics. So a challenge that developers have had for years when you're developing large services, which you can now do with platforms like AWS. So, it's very easy to go develop huge deployments. But a challenge they have is you go and build a mess, right? And like, I've worked earlier in my career in Web Services. And I remember in one of the first orgs I was in, I was one of the five people who really understood our ecommerce stack. Right? And so like, I would get dragged into all these meetings and I'd have to go draw like the 50 services we had, and how they interacted, and the changes that were made in the last week. And without observability tools like Splunk Observability Cloud, like the ones offered by Amazon, like the ones that are backed by the data that comes with OpenTelemetry, organizations basically rely on people like this, to go draw out their deployments so they understand what it is they've built. Well, as you can imagine, this crimps your development velocity, because most of your engineers, most of your tech leads, most of everyone else don't actually understand what it is they've built what it is they're running, because they need that global context. You get something like OpenTelemetry and the solutions that consume the data from it, and suddenly now, all your developers have that context, all of them when they're adding functionality to a service or they're updating their infrastructure, can actually understand how it interacts with the rest of the broader application. This lets you speed up your time to development, this lets you ship more safely, more securely. And finally, when things do go wrong, which will be less frequent, but when they do go wrong, you can fix them super rapidly. >> If I'm a customer, let me ask a question. I'm a customer and I say, "Okay, I love AWS, I love Splunk, I love OpenTelemetry. I got to have open sources, technology innovation is happening." What's the integration? What are some of the standards? Can you take us through how that's working together with you guys as a shared platform? >> Yeah. So let's take the Amazon distribution for OpenTelemetry or even the Splunk one. One of the first things they do is they include all of the receivers, all of the sort of data capture components that you need, out of box for platforms like AWS, right? And so, right away, you get that power and flexibility where you're getting access to all of these data sources, right? And so, that's part of that partnership. And additionally, once the data comes into OpenTelemetry, you can now send that to various different data sources, including, as Danielle mentioned, to multiple at the same time. So you can use whatever tools you want. And so when you talk about like what the partnership is actually providing to you as a customer and still, this is just within the context of OpenTelemetry, obviously there's a much broader partnership between these two companies than just that. But within the context of OpenTelemetry means you can download one of these distributions. It's fully supported. It works with both solutions and everything is just great, right? You don't need to go fiddle with that out of the box. To be clear, OpenTelemetry is a batteries included project, right? This means that even the standard distributions of OpenTelemetry include the components you need. You have to go directly, reference them and ensure that they're packaged in there, but they exist, right. But the nice thing about these distributions is that it's done, it's out of the box, you don't even have to worry about is something missing or do I need to include new exporters or new receivers? It's all there. It's preconfigured. It just works. And if something goes wrong and you have a support contact, you pick up the phone, you talk to someone to get it fixed. >> Danielle, what's the Amazon side 'cause agility and scale is one of the highlights you guys are seeing. How does this tie into that and how are you guys working backwards from the customers to support the partners? >> Well, I think just to add on essentially to what Morgan said, I think that AWS is a cloud platform, has always really had a focus on developers. And, we talk a lot about how AWS and Amazon as a whole really embraces this continuous integration and continuous deployment methods inside of our organization. And we talk about services, and observability is a huge part of that. The only way that you're actually able to release hundreds, thousands of times a day like Amazon does, is by having an observability platform, to be able to measure metrics, see changes in the environment, to be able to roll back if you need to, and to be able to quickly mitigate any challenges or anything that goes wrong at any part of the process. And so, when we preach that to our customers, I think it's something that we do that because we live it and breathe it. And so, things such as OpenTelemetry and such as the products that Splunk builds, those are also ways in which we believe our customers can achieve that. >> Yeah. And we can... I mean, as I mentioned before, this partnership goes well beyond OpenTelemetry, right? And so, if you go use like Splunk Enterprise, Enterprise Cloud, Splunk Observability Cloud, and you're running on AWS, you have excellent support and excellent visibility into your Amazon infrastructure, into the services and applications you've deployed on top of that infrastructure. We try and give you, and I think we do succeed in this. We give you the best possible experience, the deepest possible visibility, into what it is you've deployed on AWS, so that you can be even more successful as a business, and so that you can be even more successful on AWS as a platform. >> Yeah. This is a great conversation, Morgan. You mentioned the early days of Web Services. AWS stands for Amazon Web Services built on web services. So interesting throwback there, but made me think about the days of the early days of web services. And if you look at data, what's going on now, the top partners in AWS, you're seeing a lot of people thinking about data differently, they're refactoring, a lot of machine learning, a lot of AI going on at scale. So then, you got cloud native, things like Kubernetes and these new services being stood up and teared down with automation. A whole new operating model's coming. And so when you think about observability, the importance of it, I mean, can you share your perspective on this whole 'nother level? I mean, I always say that whole another level sounds cliche, but it is next level. I mean, this is completely different. What's your reaction? >> Yeah. There there's a ton of factors here, right? So as you point out, companies are totally shifting how they use their cloud infrastructure. And part of this you see during their cloud migrations, a part of it you see after, and they're shifting from their sort of stateful VMs that they may have had in the past to infrastructure that they tear down and put up regularly. And there's a lot more automation. With this, comes as I mentioned before, complexity, right? And also, with this comes more and more businesses becoming even more reliant on their digital infrastructure. And so, not having observability into your applications, into your services, into your infrastructure, to me, is akin to running a business, say running a large warehousing or distribution company, but not having any idea where you're shipping products or where things are, or not having any accounting or CFO, right? Like, business has become so digital. Business is so reliant on technology, and that's unlocked a ton of new things. It's great. But not having visibility into how that technology works or what it is that's deployed or how to fix it is akin to having no visibility to anything else in your business. It's nuts. And so, observability is super, super critical, particularly for customers who are adopting this new wave of cloud technologies on platforms like AWS. >> Danielle, on your side too, you're enabling this new capability so that businesses can do it, the partners do it, we're calling it super cloud. We've been calling it super cloud kind of dynamic where new things are happening with the data. And you guys are evolving with that. Can you share what you're seeing on your side as your partners start to go to the next level? What are you guys doing? How does it all come together? >> Well, we always talk about what has happened with data in the last couple of years, which the cloud has really enabled around, you know, variety and velocity and there's one other "V" that's escaping me right now, but essentially, all of this data is coming in and providing the ability for us to make better decisions, to build better products, to provide better experiences for customers. And so, I just think, the OpenTelemetry project, as well as what Splunk is doing is just another example of how we're taking this massive amount of data and being able to provide better experiences and outcomes for customers. >> And you guys have been working along together for long time, Splunk, and, it's been a great partners, if we're going back with that been covering it on theCUBE and SiliconANGLE. So, we know that, the change is key observability. Can you imagine a company without a CFO, Morgan? That's just boggles your mind, but that's what it's like right now. So... >> It is, yeah. >> And the people who take advantage of that are winning, right? So it's like, that's the key. >> Yeah, I know. I mean, even in my own career, right, I've moved between different companies. And I remember, when I joined Google in particular, which is where I worked at previously, I was very impressed with their internal observability tools. And I'm certain, I haven't worked at Amazon. I'm certainly, I just assume inside of Amazon they're excellent as well, so a lot of the large cloud firms these days. But it was so refreshing going from an organization where if we had some outage or something went wrong, there were like a very small set of people who could actually understand what was going on. And then you would just have to manually dive through logs and correlate requests manually between services. It's very challenging. And so, when things went wrong, they went wrong for a long, long time. And so, the companies that understood this even in the past are already very successful as a result. I think now, the rest of the industry is really in the midst of adopting these observability practices and the tools that are required to implement them, because you're right. Otherwise your development velocity slows down. Now you're getting out competed by your competition. And then, when you have a problem, it blows up for ages. And once again, your competition can take advantage of it. >> And, can you just summarize the observability piece relative to the OpenTelemetry? Where is that going to go? Where do you see that evolving? >> Sure. >> I see open source is growing like crazy, we all know that. >> Of course. >> But OpenTelemetry in particular and open source, 'cause this is a big hot area. >> Yes. So to set the stage for people, OpenTelemetry, unlocks observability in many ways. As I mentioned earlier, OpenTelemetry is how you capture data out of your application. It doesn't process it. It's not a replacement for something like Amazon CloudWatch or any Splunk's products, but it's how we get the data out of your system, which is a remarkably difficult problem. I won't dive into it today, but, those who work in this space are very aware. That's why this project exists and it's so big, that actually extracting information, metrics, logs, distributed traces, profiles, everything else, from your applications and from your infrastructure is very, very difficult. So for OpenTelemetry, where it's going is just continually getting better at extracting more types of data from more sources, and doing that more effectively for people in a more standardized way. That will unlock firms like Splunk, firms, like Amazon and others to better process this data. In terms of where that's going, the sky's the limit, right? Like, everyone's familiar with APM, people are familiar with infrastructure monitoring, but there's a lot more capabilities coming there for security analytics, for network performance monitoring, for getting down all the way to single lines of coding your application, how they impact everything. There's just so much power that's coming to the industry right now. I'm really excited to see where things go in the next few years. >> And Danielle, you're in the middle of all the action as a solution architect, really set the stage for their companies and the ISVs, and this is a big, hot area. What are the patterns you're seeing and what are some of the best practices that you're doing will help companies? >> Right. So I think, summarizing our entire conversation, the big things that we're seeing in the market is essentially more and more companies are looking to move to a continuous deployment and a continuous integration environment. And they're looking to innovate faster and spend less time hot patching or hot fixing their environments and they want to spend more time innovating. And so, that you know, the patterns that we're seeing is... What I see and what I actually experience firsthand at re:Invent when I talk to probably over 40 or 50 ISVs, is customers want to know in their environment, where are their changes? Where are their security vulnerabilities? Where are their data changes, and what are customers really experiencing, whether it's latency, poor experience throughout their products, those types of things? So security, data, and observability are just key to all of that experience and that's what we're definitely seeing as patterns, what we're seeing with our customers and also what value our ISVs are providing in that space. >> That's awesome. And the other thing I would observe is that there's more of an integration story going on around joint projects, whether it's open source. >> Absolutely. >> Because this is where we want to get that services connected. And it's mutual beneficial. I mean, this is really >> Exactly. >> whole 'nother, new kind of interoperable cloud scale. >> Yeah, if I could say one thing else there, I think that, a lot of the customers who are trying to move into the cloud now are, maybe not technology forward companies and they really need that solution. And that's very important. I think COVID has pushed a lot of companies into the cloud maybe very quickly. And, that has been something else we've observed in the market. So, solutions and full solutions between ISVs and ISVs, or ISVs and AWS is just becoming more and more common thing that we see. >> And, you mentioned John, in the open source space as well. Like, we're certainly from Amazon to Splunk. So we're talking a lot about those, but there's a lot of other firms involved in projects like OpenTelemetry. And I think it's very endearing, very heartening to see how well they cooperate in this community and how, when their interests are aligned, how effective they can be. And it's been very exciting to work in the space and very pleasant, honestly, to see everything come together with this huge set of customers and partners. >> Yeah. The pleasant surprise of the pandemic has been that people come into the cloud and they like it and they, "Hey, this works," and they double down on it. Then they realize, there's more there and they refactor. So, you're seeing real examples of that. So, this is a great discussion, great success story. Congratulations Morgan, Danielle. >> Thank you. >> Great partnership between Splunk and AWS. We've been following for a long time. And again, this highlights this whole another level of integrating super cloud kind of experience where people are getting more capabilities and doing more together, so great stuff. >> And this is just one facet of that, right? Like, there's all the other connections of Splunk Enterprise, Splunk security analytics products, and others. It's a deep, deep partnership between these firms. >> Yeah. And the companies that innovate and get that new capability are going to have an advantage. And you're seeing... >> Yes. >> Right? >> Agreed. >> And this is awesome, and great stuff, thank you for coming on and sharing that insight. >> Thank you. >> Congratulations Morgan over there at Splunk, great stuff. And Danielle, thanks for coming on and sharing the AWS perspective. >> Thanks for having me. >> And you guys are going to the next level. You moving up to stack as they say, all good stuff for customers. Thanks. >> Thank you. >> Okay. >> Thank you. >> This is season one, episode two of the AWS Partner Showcase. I'm John Furrier with theCUBE. Thanks for watching. (gentle music)

>>Welcome to the AWS Startup. Showcase new breakthroughs in devops, did analytics and cloud management tools. I'm lisa martin, I've got Jordan share here with the next vice president of corporate marketing Ops ramp, Jordan welcome to the program >>lisa It's great to be here. Great to talk about some of the stuff. Thanks for having me. >>Yeah let's break this down. Tell me, first of all about Ops ramp, how is it facilitating the transformation of I. T. Ops helping companies as your website says control the chaos. >>Sure. So option is an availability platform for the modern enterprise. We consolidate digital I. T. Operations management into one place. So availability as you can imagine um is a consistent challenge for I. T. Operations teams in large enterprises maintaining service assurance, making sure that services are up available, performing uh Ops tramp is the platform that powers all of that and we bring a lot of different features and functions to bear in driving availability. I think about ai ops I think about hybrid infrastructure monitoring, multi cloud monitoring, that's all part of the options offering. Modern enterprise. >>Talk to me about back in 2014 what the founders saw of Ops ramps, what were some of the gaps in the market that they saw that this needs to be addressed and no one's >>doing? It's a great question. So abstract was originally founded as part of an MSP offering. So we were a platform serving managed service providers who wanted to consolidate the infrastructure of their clients onto one multi tenant platform. What they noticed was that these enterprise customers of the MSP s whom we served. Really appreciated that promise of being able to consolidate infrastructure, being able to visualize different alerts, different critical incidents that might arise all on one platform. And so that's when we decided to raise around and take it directly to the enterprise so they could have the same kind of visibility and control that MSP s were delivering back to them, >>Visibility and control is essential, especially if your objective is to help control the chaos. Talk to me about some of the trends that you've seen, especially in the last 18 months, as we've been in such a dynamic market, we've seen the rapid acceleration of digital business transformation. What are some of those key trends especially with respect to a I ops that you think are really poignant. >>Yeah. You know, we like to think over here that the pandemic didn't really change a whole lot, accelerated a whole lot. And so we started to see at least within the past 12 to 18 months this acceleration of moving to the cloud, you know, Gardner forecasted that I thi enterprises, large enterprises are going to be spending upwards of 300 billion um in the move to the public cloud. So that has really facilitated some of the decisions that we have made and the promises that we offer to our customers, number one, Number two, with the move to remote work and the adoption of a lot of different digital tools and uh the creation and implementation of a lot of different digital customer services. Um It has forced these enterprises whom we serve to really rethink how they provide flexibility and control to their larger enterprise. I. T. Teams that might be distributed might be working remote might be in different locations. How can they consolidate infrastructure as it gets more and more complex. So that's where ops tramp has really created the most value. So we think about two things. Number one I want to consolidate my multi cloud environments so services via AWS for example or other cloud providers. How do I bring that within? How do I bring that control within my enterprise within the context of maybe additional private cloud offerings or public cloud infrastructure. Number one. Number two how do I get control over the constant flood of alerts but I'm getting from these different digital services and tools all in one place. Um you know so we are responding to that need by for example uh implementing a really rich robust ai ops functionality within the train platform to both be able to consolidate those alerts that are coming through and really escalate the critical ones um for to allow I. T. Operations seems to be a little bit more proactive and understand how incidents are happening and giving them the ability to remediate those incidents become before they become business critical and can really shut down the internet. >>Speaking of the enterprise. I'm curious if your customer conversations have changed in level in the last 18 months as everything has become chaotic for quite a while. We're still in we've been in a hybrid cloud world for a while. We are in a hybrid workforce situation. Have you noticed an escalation up the stack in terms of the c suite of going we need to make sure that we're leveraging cloud properly financially responsibly and ensuring that we have this ability and all the services that we're delivering. >>You mean are they sweating more And are they coming to us when they're sweating more? Yeah. Yeah for sure. The short answer is yes. So let me give you a great example. Um One of our recent customers they manufacture chips microchips and what they've noticed is that number one demand has grown um due to the increase in digital transformation. Um Number two supply chains have become more constricted for them specifically so they're asking themselves. All right how can we equip our I. T. Operations teams to maintain the availability of different logistics services within our organization So that they can both maintain service availability of these different logistic logistic services um and be able to stay on deadline as much as they possibly can um during a supply chain crisis that we're facing right now. And number two how can we as we move to the cloud and we see a distribution of our workforce still be able to maintain I. T. Operation services regardless. Um That is a need in particular in particular the supply chain um constraint issue. Uh That is a need that has arisen only in the last 18 months and it is a perfect use case for ops ramp or a platform that allows you to consolidate I. T. Operations to one place and give flexibility control across a distributed environment with a number of different new digital services that have been implemented. To solve some of these challenges. >>Talk to me about Ai ops as a facilitator of that availability visibility in this hybrid world that is still somewhat chaotic. >>Yeah great question. So originally it was al gore algorithmic operations is coined by Gardner today it's artificial intelligence in its operations. So the notion there is simple right there's a lot of data coming in on throughout the I. T. Operations organization. How can we look for patterns within that data to help us understand and act more proactively. Um From an operational perspective well there are a lot of promises uh that go along with A. I. Ops that it's going to completely transform these I. T. Organizations that it's going to reduce headcount. Um We don't necessarily find that to be true. What we do find true though is that the original promise behind a IOP still exists right we need to look for patterns in the data and we need to be able to drive insights from those patterns so that is what the Ai ops feature functionality within abstract really does. It looks for patterns within alerts and helps you understand what these patterns ultimately mean. Let me give you a great example so we have different algorithms within the train platform for co occurring events or for downstream events that help us indicate, okay if a number of these events are happening across one geography or one um business service for example we can actually look for those co occurring patterns and we can see that there may be one resource or set of resources that is actually causing a bunch of these incidents for a bunch of these alerts upstream of all the actual alerts themselves. So instead of the ICTy Operations organization having to go in and remediate a bunch of different distributed alerts, they can actually look at that upstream alert and say okay that's the one that really matters, that's where I need to pay most of my attention to. Um and that's where I'm going to deploy a team or open up a ticket or escalate to I. T. S. M. Or a variety of different things because I know that these co occurring alerts are creating a pattern that's driving some insight. Um so that's just part of the overall Ops tramp Ai Ops um promise or uh you know there's there's tons more that goes along with the biopsy but we really want to take some of the load and reduce some of the alerts that these icy operations teams are having to deal with on a daily basis. >>So let's talk about how you do that from a practical perspective, is looking at some of the notes that your team provided and according to I. D. C. This was a report from asia pacific excluding Japan that 75% of global two K enterprises are going to adopt a I Ai Ops by 2023 but a lot of Ai ops projects have been built on and haven't been successful. How does abstract help change flip the script on that? >>So it really comes down to the quality of the data right? If you have a bolt on tool, you have to optimize that tool for the different data lakes or data warehouses or sources of data that exists within your operational organization. I think about multi cloud apps across the multiplied environment. So I have to optimize the data that is coming in from each of those different cloud providers onto a bolt on tool to make sure that the data that's being fed to the tool is accurate and it is a true reflection of what's going on in the operational organization. That's number one. If you look at ops tramp and the differentiation there. Um op tramp is a big data platform at its core. So you bring ops tramp in, you optimize it for your overall infrastructure mix and then the data that gets fed into the ai ops feature functionality is the same across the board. There is no further optimization. So what that means is that the insights that are being driven by the outside perhaps platform are more sophisticated, they're more nuanced, there are more accurate representation and they're probably driving ultimately better insights than sticking a tool on top of five different existing data warehouses or data lakes. >>So if you've got a customer and I'm sure that you do enterprises, as we said, going to be adopting this substantially by 2023 which is just around the corner, how do you help them sort through the infrastructure and the ecosystem that they have so that they're not bolting things on but rather they can actually really build this very intuitively to deliver that availability and the visibility that they need fast. >>Yeah, so a couple of different comments on that ways that we try to help. Number one, I think it's critical for us to understand the challenges of the modern I. T. Infrastructure environment, across different verticals, different industries. So when we walk into any of our clients, we already have a good mix of their challenges. Is it Iot? Are they dealing with a bunch of different devices at the edge, are they, you know, a telecom with uh critical incidents is incidents in the network that they need to remediate. Um Number two, we try to smooth the glide path into understanding the obscene ramp platform and promise early. So what does that mean? It means we offer a free trial of the platform itself at tried out abstract dot com, you can set up up to 1000 resources for free with an unlimited number of users for 14 days and kick the tires particularly in multi cloud monitoring and see what sorts of insights you can determine um, just within those two weeks and in fact we're, we put our cards on the table and we say you can probably see your first insights into your infrastructure within 20 minutes of setting up the abstract free trial um, and if you don't want to bring your resources, your own resources to it will even provide a collection of resources preloaded onto the platform so you can try it out yourself without having to get, you know, a bunch of approvals to load infrastructure in there. So two pieces, number one, it's this proof of concept proof of value where we try to understand the clients pain and number two, if you want to kick the tires on it yourself, we can offer that with this free trial offering. >>So what I'm hearing and that is fast time to value which in these days is absolutely essential. How does that differentiate ops ramp as a technology company and >>from your customer's perspective? Yeah, so I appreciate that. And the meantime to incite is one of the critical aspects of our product roadmap, we really want to drive down that time to value coefficient because it's what these operations teams need as complexity grows really if you take a step back right, everything is getting more complex. So it's not only the pandemic and the rise of multi cloud but it's more digital customer experience is to compete. It's the availability, it's the need of a modern enterprise to be agile. All of those things translate basically into speed and flexibility and agility. So if there's one guiding light of ops tram it's really to equip the operations team with the tools that they need to move flexibly with the business. There is a department in any modern enterprise today if they need access to the public cloud and they have a credit card they're getting on AWS right now and they are spinning up a host of services. We want to be the platform that still gives the central IT operations team some aspect of control over that with the ability with without taking away the ability of that you know siloed operations team somewhere in some geo geographic region. We want to empower them to be able to spend up that AWS service but at the same time we want to just know that exists and be able to control it. >>How can A I A facilitator of better alignment between I. T. Tops and the business as you just gave a great example of the business getting the credit card spending up services that they need for their line of business or their function and then from a cultural perspective I'm just curious how can A. I. R. S. B. A facilitator of those two groups working better together in a constantly complex environment. >>That's a great question. So imagine if I. T. Operations did more than just keep the lights on. Imagine if you knew that your I. T. Operations team could be more proactive and more productive about alerts incidents and insights from infrastructure monitoring. What that means is that you are free to create any kind of digital customer experience that you would want to drive value back to your end user. It means that no longer do you think about it? Operations is this big hodgepodge of technology that you have to spend you know hundreds of millions of dollars a year in network operations teams and centers and technologies just to keep control of right by consolidating everything down to one place one sas based platform like this it frees up the business to be able to innovate. Um You know take advantage of new technologies that come around and really to work flexibly with the needs of the business as it grows. That's the promise of a tramp. We're here to replace you know these old appliances or different management packs of tools that exists that you consistently have to add an optimized and tune to feel to to empower the operations team to act like that. Um The truth is that is that everything is SAT space now, everything is status based and when you get to the core of infrastructure, it needs to be managed to be a SAs and thats ops ramp in a nutshell, >>I like that nutshell, that's excellent. I want to know a little bit about your go to market with a W. S. Talk to me a little bit about the partnership there and where can what's your go to market like? Essentially, >>yeah, so were included in the AWS marketplace, we have an integration with a W. S um as the de facto biggest cloud provider in the world. We have to play nice with them. Um and obviously the insights that we drive on the option platform have to be insights that you need from your AWS experience. You know, it has to be similar to cloudwatch or in a lot of, in a lot of cases um it has to be as rich as the cloudwatch experience in order for you to want to use op tramp within the context of the different other multi cloud providers, so that's how abstract works. Um you know, we understand that there's a lot of AWS certified professionals who work with who work at Ops tramp, who understand what AWS is doing and who consistently introduce new features that play well with the service is the service library that AWS currently offers today. >>Got it as we look ahead to 2022 hopefully a better year than 2020 and 2021. What are some of the things that you're excited about? What are some of the things on the ops ramp road map that you can share with us? >>Yeah, so you know, the other, the other big aspect of uh the new landscape of IT operations is observe ability. We're really excited about observe ability, we think that it is the new landscape of monitoring um you know, the idea of being able to find unknown unknowns that exists within your operational stack is important to us to be able to consolidate that with the power of ai ops so that you now have machine learning on top of your ability to find unknown unknown issues. That's that's going to be super exciting for us. I know the product team is taking a hard look at how to drive hybrid, observe ability within the abstract platform. So how do we give a better operational perspective to on prem public cloud and private cloud infrastructure moving forward and how do we ingest alerts before they're even alerts? I mean that's observe ability in a nutshell, if I'm getting in and I'm checking the option platform every day, then that's a workflow that we can remove by creating a better observe ability posture within the train platform. So now the platform is going to run unsupervised right in the background um and ai apps is going to be able to take action on predictive incidents before they ever occur, that's what we're looking at in the future. You know, everything is getting more complex. We've heard this story a million times before, we want to be the platform that can handle that complexity on a massive scale, >>finding the unknown, unknowns, converting them into knowns I imagine is going to be more and more critical across every industry. Last question for you, given the culture and the dynamics of the market that we're in, are there any industries and all of trump's is seeing is really key targets for this type of technology. >>The nice thing about ops tramp is we are we are really vertical neutral, right? Any industry that has complexity and that's every industry can really take advantage of a platform like this. We have seen recent success particularly in finance manufacturing, health care because they deal with new emerging types of complexity that they are not necessarily cared for. So I think about some of our clients, some of our friends in the finance industry, you know, um as transactions accelerate as new customer experiences arise uh these are things that their operations teams need to be equipped for and that's where up tramp really drives value. What's more is that these uh these industries are also somewhat legacy, so they have a foot in the old way of doing things, they have a foot in the data center, you know, there are many financial institutions that have large data center footprint for security considerations. And so if they are living in the data center and they want to make the move to cloud, then they need something like cops ramp to be able to keep a foot in both sides of the equation, >>right, Keep that availability and that visibility. Jordan, thank you for joining me today and talking to us about ops around the capabilities that Ai ops can deliver to enterprises in any industry. The facilitation of of the I. T. Folks in the business folks and what you guys are doing with AWS, we appreciate your time. >>Absolutely lisa, thank you very much. Thanks for the great questions. If you ever need a job in corporate marketing, you seem like you're a natural fit. I'll >>call you awesome. >>Thank you >>for Jordan share. I'm lisa martin, You're watching the AWS startup showcase.

(upbeat music) >> Welcome to theCUBE and our Q3 AWS Startup Showcase. I'm Lisa Martin. I've got two guests here with me, Erez Berkner is back, the Co-Founder and CEO of Lumigo. Hey, Erez, good to see you. >> Hey, Lisa, great to be here again. >> And Kevin O'Neill, the CTO at Flex is here as well. Kevin, welcome. >> Hi, Lisa, nice to meet you. >> Likewise, we're going to give the audience an overview of Lumigo and Flex. Let's go ahead, Erez, and start with you. Talk to us about Lumigo, and I think you have a slide to pull up to walk us through? >> Yeah, I have a couple, so, great to be here again. And just as an overview, Lumigo is a serverless monitoring and debugging platform. Basically allowing the user, the developer to get an end-to-end view of every transaction in his cloud. It's basically distributed tracing that allows you from one hand to monitor, to see a visual representation of your transaction, but also allows you to drill down and debug the failure to get to the root cause. So essentially, once you have the visualization and if we'll move to the next slide, you can actually click and drill down and see all the relevant debug information like environment variables, duct rays, inputs, outputs, and so on and so forth. And by that, understanding the root cause. And sometimes those root causes of the problems are not just errors, they are latencies, they are hiccups. And for that, we can see on the next slide, where Lumigo allows you to see where do you spend your time? Where are the hiccups in your system? What's running in Paula to what in the same transaction, where you can optimize. And that's the essence of what Lumigo provides in a distributed environment and focusing on serverless. >> Got it, focusing on serverless, we'll dig into that in a second. Kevin, give us an overview of Flex. You're a customer of Lumigo? >> We are indeed. So Flex is a build smoothing platform. We help people pay their rent and other bills, in these times of uncertainty and cashflow, the first of the month for your rent, it's a big bill. Being able to split that up into multiple payments is a lot easier. And when we entered the market, you were looking at a place where people were using things like payday loans, which are just ridiculous, really hurting, hurt people in the longterm. So we want to come in with something that is a little more equitable, little fairer and help people who can well afford their rent. They just can't afford it on the first, right? And so we started with rent, and now we cover all the bills like utilities and things like that. >> What a great use case, and I can't even imagine, Kevin, in the last year and a half, how helpful that's been as the world has been so dynamic. So talk to me a little bit about what you were doing before Lumigo and we'll get into then why you went the serverless route. >> Right, so I came to Flex to help them out with some problems that we're having as our servers were scaling up. Obviously, when the business hit, it was really, it went from zero to 100 miles an hour so quickly. And so I came in to help sort out some of the growing issues. And so when I started looking at that, we were three developers and didn't want to spend time on ops, didn't want to spend time on all of the things that you have to do just to be in business, right? And it's really expensive in the technical space. If you get into something about Kubernetes or things like that, you spend a lot of time building that infrastructure, making sure, and that's really minimal value to your business. It's there for reliability, but it doesn't really focus in on the thing that is important to you. So we wanted to build something that minimized that, we talk about DevOps, we want it ops zero, right? So that's like DevOps is a really nice practice, but having people in that role, it seems like you're still doing ops, right? You still got people who are doing those things, and we want it to kind of eliminate that. So I had some experience with serverless before joining Flex. I thought we'll run up a few things and spike up a few things. When you come out of environments like Kubernetes or your more traditional AC to type infrastructure, you'd lose some things. And one of the big things you'd lose is platforms of visibility. So things like OpenTrace and Datadog, and things like that, that do these jobs of telling you what's going on in your infrastructure, you've got fairly complex infrastructure going on, lots of things happening. And so, we initially started with what was available on the platforms, right? So we started with your CloudWatch logs and New Relics, right? Which got us somewhere. But as soon as we started to get into more complex scenarios where we're talking across multiple hops, so through SQS and then through EventBridge and Dynamo, it was very difficult to be able to retrace a piece of information. And that's when we started looking around for solutions, we looked at big traditional pliers, the Datadogs, the New Relics and people like that. And then the serverless specific players, and we ended up landing on Lumigo, and I couldn't have been happier with the results, from day one, I was getting results. >> That's great, I want to talk about that too, especially as you say, we wanted to be able to focus on our core competencies and not spend time in resources that we didn't have in areas where we could actually outsource. So I want to go back to Erez, talk to me about some of the challenges that Kevin articulated, are those common across the board, across industries that Lumigo sees? >> Yeah, I think the main thing when we met Kevin main were about visibility and about ability to zoom out, see the bigger picture and when something actually fails or about to fail in production, being able to drill down to understand what happened, what is the root cause, and go ahead and fix it instead of going through different CloudWatch logs, and log groups and connecting the dots manually. And that's one of the most common challenges when enterprise, where software engineers are heading toward serverless, toward managed services. So, definitely we'll hear that it was many of our customers. >> So Kevin, talk about the infrastructure that you've set up with serverless and go through some of the main benefits that Flex is getting. >> Right, so look, the day one thing of course, is the number of people we need doing operations as we've grown is next to nothing, right? We are able to create in that, we all want this independence of execution, right? So as you scale, I think there's two ways really to scale a system, right? You can build a monolith and shot it, that works really, really well, right? You can just build something that just holds a ton of data and everything seems connected when you release it all in one place, or you build something that's a little more distributed and relies on asynchronous interactions effectively, like in everywhere but the edges, both of those things scale. The middle ground doesn't scale, right? That middle ground of synchronous systems talking to synchronous systems, at some point, your lightency is your sum of all the things you're talking to, right? So doing anything in a quick way is not possible. So when we started to look at things like, I'm sorry, so the other challenge is things like logging and understanding what's happening in your system. Logging is one of those things that you always don't have the thing logged that you're interested in, right? You put in whatever logging you like, but the thing you need will always be missing, which is why we've always taken a tracing approach, right? Why you want to use something like Lumigo or an OpenTrace, you don't sit there and say, "Hey, log this specifically," you log the information that's moving through the system. At that point, you can then look at what's happening specifically. So again, the biggest challenge for us is that we run 1500 landlords, right? We run 600 queues. There's a lot of information. We use an EventBridge, we use Dynamo, we use RDS, we've got information spread out. We moved stuff, but to third party vendors, we're talking out to say, two guys like Stripe and Co, and we're making calls out of those. And we want to understand when we've made those calls, what's the latency on those calls. And for a given interaction, it might touch 20 or 30 of those components. And so for us, the ability to say, "Hey, I want to know why this file to write down here." We need to actually look through everywhere, explain, and understand how it's complex, right? Where this piece of data that was wrong come from? And so, yeah, which is difficult in a distributed environment where your infrastructure is so much a part of somebody else's systems, you don't have direct access to assistance. You'd only got the side effects of the system. >> Right, so talk to me in that distributed environment, Kevin, how does Lumigo help to improve that? Especially as we're talking about payments and billing and sensitive financial information. >> Right, so in a couple of ways, the nice part about Lumigo is I really don't have to do much in order for it to just do its thing, right? This comes back to that philosophy of zero ops, right? Zero effort. I don't want to be concentrating on how I build my tracing infrastructure, right? I just want it to work. I want it to work out of the box when something happens, I want it to have happened. So Lumigo, when I looked at it, when I was looking at the platforms, the integration's so straightforward, the cost integration being straightforward is kind of useless, if it doesn't actually give you the information you want. And we had a challenge initially, which was, we use a lot of EventBridge, and of course, nothing tries to EventBridge until we got, I mentioned this to Erez and Co, and said, "Hey guys, we really need to try to EventBridge, and a little while later, we were tracing through EventBridge, which was fantastic. And because I would say 70% of our transactions evolve something that goes through EventBridge, the other thing there. We're also from an architectural standpoint, we're also what's known as an event source system. So we derive the state of the information from the things that have occurred rather than a current snapshot of what something looks like, right? So rather than you being Lisa with a particular phone number and particular email address stored in a database as a record, you are, Lisa changed the phone number, Lisa changed her email address. And then we take that sequence of things and create a current view of Lisa. So that also helps us with ordering, right? And at those lower levels, we can do a lot of our security. We can do a lot of our encryption, we can say that this particular piece of information, for example, a social security number is encrypted and never is available as plain text. And you need the keys to be able to unlock that particular piece of information. So we can do a lot of that, a lower level infrastructure, but that does generate a lot of movement of information. >> Right. >> And if you can't trace that movement of information, you're in a hurting place. >> So Erez, we just got a great testimonial from Kevin on how Lumigo's really fundamental to their environment and what they're able to deliver to customers, and also Kevin talked about, it sounds like some of the collaboration that went on to help get that EventBridge. Talk to me, Erez, about the collaborative partnership that you have with Flex. >> Yeah, so I think that it's more of a, I would say a philosophy of customers, the users come first. So this is what we're really trying to about. We always try to make sure there's an open communication with all of our customers and for us customer is a key and user's a key, not even a customer. And this is why we try to accommodate the different requests, specifically on this event, this was actually a while after AWS released the service and due to the partnership that we have with AWS, we were able to get this supported relatively fast and first to market supporting EventBridge, and connecting the dots around it. So that's one of the things that we really, really focused on. >> Kevin, back to you, how do you quantify the ROI of what Lumigo is delivering to Flex? >> That's a really good question. And Erez, and I've talked about this a few times, because the simple fact is if I add up the numbers, it costs me more to trace than it does to execute. But if I look at the slightly bigger picture, I also don't have op stuff, right? And I also have an ability to look at things very quickly. The service cost is nothing compared to what I would need if I was running my own tracing through OpenTrace with my own database, monitor the staff to support those things. But the management of those things, the configuration of those things, the multiple touchpoints I'd need for those things, they're not the simple thing. So, if you look at a raw cost, you go, oh man, that part is actually more than my execution costs at least certainly in the early days, but when I look at the entire cost of what it takes to watch manage and trace a system, it's a really easy song, right? And a lot of these things don't pay off until something goes wrong. Now we're heavy users of EventBridge. EventBridge has had two incidents in USA in the last six months, right? And we were able to say through our traffic, that was going through EventBridge, that the slowdown was occurring in EventBridge. In fact, we were saying that before was alerted in the IDR VUS dashboards, to say, "Hey, EventBridge is having problems," like we watch all their alerts, but we were saying an hour before leading into Titus saying, "Hey, there's something going wrong here." Right? Because we were seeing delays in the system. So things like that give you an opportunity to adjust, right? You can't do it. You're not going to be able to get everything off of EventBridge for that period. But at least I can talk to the business and say, "Hey, we're having an impact here, and this is what's going on. We don't think it's our systems, we think it's actually something external. We can see the tries, we see it going in, we see it coming out, it's a 20 minute delay." >> There's a huge amount of value in that, sorry, Kevin, in that visibility alone, as you said, and even maybe even some cost avoidance is there, if you're seeing something going wrong, you maybe can pivot and adjust as needed. But without that visibility, you don't have that. There's a lot of potential loss. >> Yeah, and it's one of those things that doesn't pay for itself until it pays for itself, right? It's like insurance, you don't need insurance until you need insurance. These sort of things, people look at these things and go, "Ah, what am I getting it from day to day?" And day to day, I'll use Lumigo, right? When I'm developing now, Lumigo is part of my development process, in that, I use it to make sure the information is flowing in the way I expect it to, right? Which wasn't what I expected to be able to do with it, right? It wasn't even a plan or anything I intended to use it for, but day to day now, when I buy something off, one of the checks I go through when I'm debugging or when I'm looking at a problem, especially distributed problem is what went through Lumigo. What happened here, here and here, and why did that happen in response to this? So, these things are, again, it's that insurance thing, you don't need it until you need it, and when you need it, you're so glad you've got it. >> Right, exactly. >> Actually it's already said, I have a question because, yeah, I think that it's clear on that part. And how did this, if it change the developer work in Flex, do you feel different on that part? >> I think it's down to individual developers, how they use the different tools, just like individual developers use different tools. I tend to, and a couple of people that I work closely with tend to use these tools in this way, probably where the more advanced users of serverless in general inside the organization. So we were more aware of these weird little things that occur and justly double-checks you want to do. But I feel like when I don't have something like Lumigo in place, it's very hard for me to understand, did everything happen? I can write my acceptance tests, but I want to make sure that, testing is a really fun art, right? And it's picking my cabinets nice and easy, and you can run all these formulas to do things, it's just not right, and there's just too many, especially in distributed space, too many cases where things look odd, things look strange, you've got weird edge cases. We get new timeouts in Dynamo. We hit the 100,000 limit in fresh hall on Dynamo, right? In production, that was really interesting because it meant we needed to do some additional things. >> Lisa: Kevin, oh, go ahead. >> Go ahead, no, go ahead, Lisa. >> I was just going to ask you, I'd love to get your perspective. It sounds like, you look at other technologies, there's been some clear benefits and differentiators that you saw, which is why you chose Lumigo, but it also sounds like there were some things that surprised you. So in your opinion, what are some of the key differentiators of Lumigo versus its competitors? >> So I guess I've been a partner with Lumigo for like eight months now, right? Which is a long time in the history of Flex, right? 'Cause we're just out of two and a half years old. So, when I did the initial evaluation, I was looking for the things. I'm lazy, so I wanted something that I could just drop in and it would just work, right? And get the information I wanted to ask. I wanted something that was giving me information consistently. So I try to figure these things out and hit them with some load. I wanted it to have coverage of the assistance that we use. We use Dynamo a lot. We use Lambros a lot, and I want it not just cursory coverage, how it's just another one of the 20,000 things that they do, I wanted something that was dedicated to it. That gave me information that was useful for me. And really the specialist serverless providers were the obvious choice there. When you looked at the more general providers, the Datadogs and New Relics, I think if you're in an environment that has a lot of other different types of systems running on, then maybe the specificity that you'd lose is worthwhile, right? There's trade off you can make, but we're in a highly serverless environment, so one of the specificity. When I looked at the vendors, Lumigo was the one that worked best straight out of the box for me, it gave me the information I wanted. It gave me the experience I wanted, and to be frank, they've reached out really quickly and had a chat about what were my specific problems, what I was thinking. And all of those things add up, a proactive vendor, just doing the things you wanted to do, and what became and has become a lasting partnership, and I don't say partnership lightly 'cause we've worked with a number of other vendors, right? For different things. But Lumigo, I have turned to these guys, 'cause these guys know serverless, right? So I've turned to these guys when I've gone, "Look, I am not sure what the best approach here is." You have trusted me about it, this is vendor, right? >> Right, but it sounds like it's very synergistic, collaborative trusted relationship. And to your point, not using the term partner lightly, I think arises, probably couldn't have been a better testimonial for Lumigo, its capabilities, and what you guys are able to do. So I'll give you, Erez the last word, just give the audience a little bit of an overview of the AWS partnership. >> Sure, so AWS has been a very strategic partner for Lumigo, and that means that, I would say the most critical part is a product, is a technology. And we are design partners with the serverless team. And that means that we work with AWS to make sure that before new services are released, they get our feedback on whether we can integrate easily or not, and making sure that on the launch date, we are able to be a launch partner for a lot of their services. And this strong partnership with R&D team is what's allowing Lumigo to support new services out of the box like Kevin mentioned. >> Excellent, gentlemen, thank you so much for joining me today, talking about, not just about Lumigo, but getting this great perspective of it through the CTO lens with Kevin, we appreciate your insights, your time, and what a great testimonial. >> Thank you very much, thank you, Kevin. >> Thanks, Lisa, thanks Erez. >> You're most welcome. For Erez Berkner and Kevin O'Neill, I'm Lisa Martin, you're watching the AWS Startup Showcase for Q3. (gentle music)

>> Narrator: From around the globe, It's theCUBE! Covering Fortinet Security Summit, brought to you by Fortinet. >> And welcome to the cube coverage here at the PGA champion-- Fortinet championship, where we're going to be here for Napa valley coverage of Fortinet's, the championships security summit, going on Fortinet, sponsoring the PGA, but a great guest Merritt Baer, who's the principal in the office of the CISO at Amazon web services. Great to see you. Thanks for coming on. >> Merritt: Thank you for having me. It's good to be here. >> So Fortinet, uh, big brand now, sponsoring the PGA. Pretty impressive that they're getting out there with the golf. It's very enterprise focused, a lot of action. A lot of customers here. >> Merritt: It seems like it, for sure. >> Bold move. Amazon, Amazon web services has become the gold standard in terms of cloud computing, seeing DevOps people refactoring. You've seen the rise of companies like Snowflake building on Amazon. People are moving not only to the cloud, but they're refactoring their business and security is top of mind for everyone. And obviously cybersecurity threats that Fortinet helps cover, you guys are partnering with them, is huge. What is your state of the union for cyber? What's the current situation with the threat landscape? Obviously there's no perimeter in the cloud. More end points are coming on board. The Edge is here. 5G, wavelength with outpost, a lot happening. >> That was a long question, but I'll, I'll try. So I think, you know, as always business in innovation is the driver. And security needs to be woven into that. And so I think increasingly we're seeing security not be a no shop, but be an enabler. And especially in cloud, when we're talking about the way that you do DevOps with security, I know folks don't like the term DevSecOps, but you know, to be able to do agile methodology and be able to do the short sprints that are really agile and, and innovative where you can-- So instead of nine months or whatever, nine week timelines, we're talking about short sprints that allow you to elastically scale up and down and be able to innovate really creatively. And to do that, you need to weave in your security because there's no like, okay, you pass go, you collect $200. Security is not an after the fact. So I think as part of that, of course the perimeter is dead, long live the perimeter, right? It does matter. And we can talk about that a little bit. You know, the term zero trust is really hot right now. We can dig into that if that's of interest. But I think part of this is just the business is kind of growing up. And as you alluded to we're at the start of what I think is an S curve that is just at the beginning. >> You know, I was really looking forward to Reinforced this year. It was got canceled last year, but the first inaugural event was in Boston. I remember covering that. This year it was virtual, but the keynote Steven gave was interesting, security hubs at the center of it. And I want to ask you, because I need you to share your view on how security's changed with the cloud, because there's now new things that are there to take advantage of if you're a business or an enterprise, yeah on premises, there's a standard operating procedure. You have the perimeter, et cetera. That's not there anymore, but with the cloud, there's a new, there's new ways to protect and security hub is one. What are some of the new things that cloud enables for security? >> Well, so just to clarify, like perimeters exist logically just like they do physically. So, you know, a VPC for example, would be a logical perimeter and that is very relevant, or a VPN. Now we're talking about a lot of remote work during COVID, for example. But one of the things that I think folks are really interested with Security Hub is just having that broad visibility and one of the beauties of cloud is that, you get this tactile sense of your estate and you can reason about it. So for example, when you're looking at identity and access management, you can look at something like access analyzer that will under the hood be running on a tool that our, our group came up with that is like reasoning about the permissions, because you're talking about software layers, you're talking about computer layer reasoning about security. And so another example is in inspector. We have a tool that will tell you without sending a single packet over the network, what your network reach ability is. There's just like this ability to do infrastructure as code that then allows you to do security as code. And then that allows for ephemeral and immutable infrastructures so that you could, for example, get back to a known good state. That being said, you know, you kill a, your web server gets popped and you kill it and you spin up a new one. You haven't solved your problem, right? You need to have some kind of awareness of networking and how principals work. But at the same time, there's a lot of beauties about cloud that you inherit from a security perspective to be able to work in those top layers. And that's of course the premise of cloud. >> Yeah, infrastructure as code, you mentioned that, it's awesome. And the program ability of it with, with server-less functions, you're starting to see new ways now to spin up resources. How is that changing the paradigm and creating opportunities for better security? Is it, is it more microservices? Is it, is, are there new things that people can do differently now that they didn't have a year ago or two years ago? Because you're starting to see things like server-less functions are very popular. >> So yes, and yes, I think that it is augmenting the way that we're doing business, but it's especially augmenting the way we do security in terms of automation. So server-less, under the hood, whether it's CloudWatch events or config rules, they are all a Lambda function. So that's the same thing that powers your Alexa at home. These are server-less functions and they're really simple. You can program them, you can find them on GitHub, but they are-- one way to really scale your enterprise is to have a lot of automation in place so that you put those decisions in ahead of time. So your gray area of human decision making is scaled down. So you've got, you know, what you know to be allowable, what you know to be not allowable. And then you increasingly kind of whittled down that center into things that really are novel, truly novel or high stakes or both. But the focus on automation is a little bit of a trope for us. We at Amazon like to talk about mechanisms, good intentions are not enough. If it's not someone's job, it's a hope and hope is not a plan, you know, but creating the actual, you know, computerized version of making it be done iteratively. And I think that is the key to scaling a security chain because as we all know, things can't be manual for long, or you won't be able to grow. >> I love the AWS reference. Mechanisms, one way doors, raising the bar. These are all kind of internal Amazon, but I got to ask you about the Edge. Okay. There's a lot of action going on with 5G and wavelength. Okay, and what's interesting is if the Edge becomes so much more robust, how do you guys see that security from a security posture standpoint? What should people be thinking about? Because certainly it's just a distributed Edge point. What's the security posture, How should we be thinking about Edge? >> You know, Edge is a kind of catch all, right, we're talking about Internet of Things. We're talking about points of contact. And a lot of times I think we focus so much on the confidentiality and integrity, but the availability is hugely important when we're talking about security. So one of the things that excites me is that we have so many points of contact and so many availability points at the Edge that actually, so for example, in DynamoDB, the more times you put a call on it, the more available it is because it's fresher, you've already been refreshing it, there are so many elements of this, and our core compute platform, EC2, all runs on Nitro, which is our, our custom hardware. And it's really fascinating, the availability benefits there. Like the best patching is a patching you don't have to do. And there are so many elements that are just so core to that Greengrass, you know, which is running on FreeRTOS, which has an open source software, for example, is, you know, one element of zero trust in play. And there are so many ways that we can talk about this in different incarnations. And of course that speaks to like the breadth and depth of the industries that use cloud. We're talking about automotive, we're talking about manufacturing and agriculture, and there are so many interesting use cases for the ways that we will use IOT. >> Yeah. It's interesting, you mentioned Nitro. we also got Annapurna acquisition years ago. You got latency at the Edge. You can handle low latency, high volume compute with the data. That's pretty powerful. It's a paradigm shift. That's a new dynamic. It's pretty compelling, these new architectures, most people are scratching their heads going, "okay, how do I do this, like what do I do?" >> No, you're right. So it is a security inheritance that we are extremely calculated about our hardware supply chain. And we build our own custom hardware. We build our own custom Silicon. Like, this is not a question. And you're right in that one of the things, one of the north stars that we have is that the security properties of our engineering infrastructure are built in. So there just is no button for it to be insecure. You know, like that is deliberate. And there are elements of the ways that nature works from it running, you know, with zero downtime, being able to be patched running. There are so many elements of it that are inherently security benefits that folks inherit as a product. >> Right. Well, we're here at the security summit. What are you excited for today? What's the conversations you're having here at the Fortinet security summit. >> Well, it's awesome to just meet folks and connect outside. It's beautiful outside today. I'm going to be giving a talk on securing the cloud journey and kind of that growth and moving to infrastructure as code and security as code. I'm excited about the opportunity to learn a little bit more about how folks are managing their hybrid environments, because of course, you know, I think sometimes folks perceive AWS as being like this city on a hill where we get it all right. We struggle with the same things. We empathize with the same security work. And we work on that, you know, as a principal in the office of the CISO, I spend a lot of my time on how we do security and then a lot of my time talking to customers and that empathy back and forth is really crucial. >> Yeah. And you've got to be on the bleeding edge and have the empathy. I can't help but notice your AWS crypto shirt. Tell me about the crypto, what's going on there. NFT's coming out, is there a S3 bucket at NFT now, I mean. (both laughing) >> Cryptography never goes out of style. >> I know, I'm just, I couldn't help-- We'll go back to the pyramids on that one. Yeah, no, this is not a, an advertisement for cryptocurrency. It is, I'm a fangirl of the AWS crypto team. And as a result of wearing their shirts, occasionally they send me more shirts. And I can't argue with that. >> Well, love, love, love the crypto. I'm big fan of crypto, I think crypto is awesome. Defi is amazing. New applications are going to come out. We think it's going to be pretty compelling, again, let's get today right. (laughing) >> Well, I don't think it's about like, so cryptocurrency is just like one small iteration of what we're really talking about, which is the idea that math resolves, and the idea that you can have value in your resolution that the math should resolve. And I think that is a fundamental principle and end-to-end encryption, I believe is a universal human right. >> Merritt, thank you for coming on the cube. Great, great to have you on. Thanks for sharing that awesome insight. Thanks for coming on. >> Merritt: Thank you. >> Appreciate it. Okay. CUBE coverage here in Napa valley, our remote set for Fortinet's security cybersecurity summit here as part of their PGA golf Pro-Am tournament happening here in Napa valley. I'm John Furrier. Thanks for watching.

(bright music) >> Welcome to this session of the AWS EC2 15th birthday event. I'm your host, Lisa Martin. I'm joined by Meena Gowdar, the principal product manager for AWS Outposts at AWS. Meena, welcome to the program. >> Thanks Lisa. It's great to be joining here today. >> So you were the first product manager hired to lead the development of the Outpost service. Talk to us about back in the day. The vision of Outpost at that time. >> Yeah, Outpost vision has always been to extend the AWS experience to customers on premises location, and provide a truly consistent hybrid experience, with the same AWS services, APIs and suite of tools available at the region. So we launched Outpost to support customers' workloads that cannot migrate to the region. These are applications that are sensitive to latency, such as manufacturing, workloads, financial trading workloads. Then there are applications that do heavy edge data processing, like image assisted diagnostics and hospitals for example, or smart cities that are fitted with cameras and sensors that gather so much data. And then another use case was regarding data residency that need to remain within certain jurisdictions. Now that AWS cloud is available in 25 regions and we have seven more coming, but that doesn't cover every corner of the world, and customers want us to be closer to their end-users. So Outpost allows them to bring the AWS experience where customer wants us to be. To answer your question about the use case evolution, along the way, in addition to the few that I just mentioned, we've seen a couple of surprises. The first one is application migration. It is an interesting trend from large enterprises that could run applications in the cloud, but must first rearchitect their applications to be cloud ready. These applications need to go through modernization while remaining in close proximity to other dependent systems. So by using Outpost, customers can modernize and containerize using AWS services, while they continued to remain on premises before moving to the region. Here, Outpost acts as a launchpad, serving them to make that leap to the region. We were also surprised by the different types of data residency use cases that customers are thinking about Outposts. For example, iGaming, as sports betting is a growing trend in many countries, they're also heavily regulated requiring providers to run their applications within state boundaries. Outposts allows application providers to standardize on a common AWS infrastructure and deploy the application in as many locations as they want to scale. >> So a lot of evolution and it's short time-frame, and I know that as we're here talking about the EC2 15th birthday, Amazon EC2 Core to AWS, but it's also at the core of Outposts, how does EC2 work on Outposts? >> The simple answer is EC2 works just the same as Outposts does in the region, so giving customers access to the same APIs, tools, and metrics that they are familiar with. With Outposts, customers will access the capacity, just like how they would access them in an availability zone. Customers can extend their VPC from the region and launch EC2 instances using the same APIs, just like how they would do in the region. So they also get to benefit all the tools like auto-scaling, CloudWatch metrics, Flow Logs that they are already familiar with. So the other thing that I also want to share is, at GA, we launched Outposts with the Gen 5 Intel Cascade Lake Processor based instances, that's because they run on AWS Nitro Systems. The Nitro Systems allows us to extend the AWS experience to customers location in a secure manner, and bring all the capabilities to manage and virtualize the underlying compute storage and network capabilities, just the way we do that in the region. So staying true to that Outpost product vision, customers can experience the same sort of EC2 feature sets like EC2 placement groups on demand, capacity, reservations, sharing through resource access managers, IM policies, and security groups so it really is the same EC2. >> I imagine having that same experience, the user experience was a big advantage for customers that were in the last 18 months rapidly transforming and digitizing their businesses. Any customer examples pop up that to you that really speak to, we kept this user experience the same, it really helped customers pivot quickly when the pandemic struck. >> It almost feels like we haven't missed a beat Outpost being a fully managed service that can be rolled into customer's data center, has been a huge differentiator. Especially at a time where customers have to be nimble and ready to respond to their customers or end users. If at all, we've seen the adoption accelerate in the last 12 to 18 months, and that is reflected through our global expansion. We currently support 60 countries worldwide, and we've seen customers deploying Outposts and migrating more applications to run on Outpost worldwide. >> Right. So lots of evolution going on as I mentioned a minute ago. Talk to me about some of the things that you're most excited about. What do you think is coming down the pike in the next 6 to 10 months? >> We're excited about expanding the core EC2 instance offerings, especially bringing our own Graviton Arm processor based instances on Outposts, because of the AWS nitro systems. Most easy to instances that launch in the region will also become available on Outpost. Again, back to the vision to provide a consistent hybrid experience for AWS customers. We're also excited about the 1U and 2U Outpost server form factors, which we will launch later this year. The Outpost service will support both the Intel Ice Lake Processor based instances, and also Graviton Processor based instances. So customers who can't install and, you know, 42U form factor Outposts, can now bring AWS experience in retail stores, back office, and other remote locations that are not traditional data centers. So we're very excited about our next couple of years, and what we are going to be launching for customers. >> Excellent. Meena, Thank you for joining me today for the EC2 15th birthday, talking about the vision of outposts. Again, you were the first product manager hired to lead the development of that. Pretty exciting. What's gone on then the unique use cases that have driven its evolution, and some of the things that are coming down the pike. Very exciting. Thank you for your time. >> Thank you, Lisa, >> For Meena Gowdar, I'm Lisa Martin. Thanks for watching. (bright music)

>>Hold on. Welcome to this special cube conversation. I'm John ferry, host of the queue here in Palo Alto, California. Got a great deep dive conversation with multicloud, who we were featuring on our AWS showcase of cloud startups. Uh, Venkat Krista who's the CEO. And co-founder great to see you again and Candace Hendrix delivery architect at green pages, a partner customer. Great to see you. Thanks for coming on as always cube conversations are fun to get the deep dive. Good to see you. >>Oh, great to have, uh, have this opportunity, John. Thank you so much. Uh, Candace, thank you for joining us. It's been a pleasure work in pages, John, we're looking forward to this conversation today. >>Yeah. One of the things I'm really excited about that came out of our coupon cloud startups showcase was you guys talking about day two operations, which has been kicked around, but you guys drilled into it and put some quantification around the value proposition, but this is every company has a day to problem an opportunity and then usually our problems and most people see, but they're really opportunities to create this value proposition around something that's now going to be an operational, um, standard table-stakes. So let's get into it, take us through, uh, what you guys have with day two offers that, do a deep dive on this. Take, take it away. >>Thanks, John. Uh, John, we'll do a little bit of an involved conversation today. We'll switch between a little bit of a slide and, um, we are actually happy to show a quick demo as well. So our customers can, uh, what they see is what they get kind of demo. Um, so, uh, to give a quick background on context a day, two operations in the cloud are important for customers who are trying to get, uh, self-service provisioning, going standardization going, uh, have a way to help their developers move fast on the innovation. What we are experiencing now is developers are increasingly having a seat at the table and they would like their infrastructure architects and infrastructure solution providers to enable them to do things that they want to do with fewer friction points. What day two platform that we built does is it upskills our it teams so that they can deli work, uh, what the developers need so that the sandbox environments that they want comes to life quickly. >>And on top of that, developers can move fast with the innovation with guard rails that are in place, the guard rails that are it, administrators, it leaders are able to set for developers, include cost guard, rails, governance, guard, rails, security, and compliance guard rails, a, you know, bot based approach to getting out of the way of the developers so they can move fast while the, uh, technology provides them the Alcoa to go innovate without running into the common cloud problems, such as cost overruns or security or compliance challenges today, I'll go show and tell a little bit of all of this, and then we'll bring in partners or partner, canvas as well, so that she can talk about how we help the fortune 200, uh, innovate, uh, faster with our platform. >>Awesome. Well, let's get into it. I, you know, as you know, I, I think that day two operations is really a cloud, uh, lingua. Frank was going to be part of everyone's, uh, operational standard. And it's not just for making sure you've got cost-effectiveness, but innovation strategies that rely on cloud, they need to have new things in place. So take us through the show and tell. >>Great, well, let's switch to the slide deck here. So I'm going to give a quick background and then go from there. Great. So, um, uh, you know, Montclair is an intelligent cloud man and platform company. We help customers of all sizes. Uh, we are an AWS partner that is a cloud management tool, competency partner, super happy to be in a wedding on the AWS platform for AWS customers. Our platform is an autonomous cloud operations platform. What our mission is, we empower ID teams to go deliver to their developers and become cloud powerhouses. Uh, I'm going to go through a quick three sections of the Manticore platform that delivers value to our customers first with our platform without needing additional skillsets or hiring, uh, needing to hire, uh, you know, hard to find talent or having to use third party tools. Our customers can use AWS native solutions to achieve full visibility into their cloud environments. >>They can enable consistent self-service deployments and simplify them. They can also reduce the total cost of cloud operations, all in just a few clicks. Uh, I'm going to show and tell, uh, what customers get quickly moving into the slide where customers can get visibility into the footprint, a comprehensive security posture management and compliance posture management, click away and solve these problems. They can enable their innovation teams with operations ready environments that can provision anything from server-based workloads to serverless workloads, to containerized environments. All of that are available readily in the platform. And of course, uh, all of this can be done with a few clicks and no code. That's our platform. And a nutshell I'm happy to switch to a demo from here on John. How does that sound >>Great. Sounds awesome. Let's get the demo. Thanks for the overview. By the way, we cover that in a great video too, and a high level, um, in our new show startup showcase, people can check that out online, um, check it out, but let's get into the demo. >>Sounds good. So I'm going to switch to my laptop again here to show the browser window and go into the demo environment. Great. So this is Monte cloud.com. Uh, customers can go to app.monica.com. I'm going to move fast in a demo environment show and tell here, uh, customers split login, assuming they have signed up for the platform. It's free to sign up. Uh, the platform activates immediately. This is their full first run experience. Uh, customers can get started in about a couple of clicks. There's a welcome screen here. They can walk through this. What this provides is a way a guard had experience for customers to be able to gain visibility, security, compliance, and set up the cloud operations, uh, environment in just a couple of clicks. So in this case, customers can get continuous resource visibility. They click next from a security point of view, we'll assess about 2,220 plus security best practices and customers can select saying they would like to remediate the issues. >>We'll help do that. That's a bot based approach that does it click next compliance, a similar situation. We do compliance assessments in the platform. Customers can remediate it. Uh, click next. We have provisioning templates, John. We had a really good conversation yesterday about this, a whole set of, uh, well-architected, uh, templates that customers can click and provision anything from, uh, basic core networking, all the way up to high performance computing and minds that all is available in the platform. Again, click next to go select that customers can manage servers, windows, or Linux servers running on any cloud could be hybrid cloud, uh, Azure, AWS GCP. Again, we can manage them in a single interface and last but not the least application management, our ID operators and leaders want to have a position on how their cloud applications are performing. They want to react quickly to it best possible platform. Uh, that's it they've selected all the features. All the, which is free in the platform. Some features are available in the free trial. Customers can click and say they would like to try for 14 days. That's all. So click next platform sets itself up. This is how quick we can get to helping customers understanding what they need to do. I'm going to try and show you if I can go to the next screen here and say, this is my company name. >>So I'm going to enter some details here that, uh, helps, um, capture some basic information about, uh, our customers, uh, departments. Uh, let's say this is a demo account, or I'm going to say, um, HR, um, uh, account, let's say there's a human resources department that I'm trying to connect and manage their cloud environment, but click next >>And that's it. They connect to the AWS account. We now take our customers back to an AWS console where they're familiar interface. They're going to click next on this cloud formation stack here, which automatically starts creating what we need on the customer's account. And click, click a button here. It's going to run in the background, what my platform in this case, my view, the other view does is, uh, it instantly receives notification back from the customer's account. As you can see now, day two has recognized that, Hey, the customer is trying to connect the cloud account. It's a question. Do you want to manage these regions? We can manage 15 plus regions click next. Uh, that is pretty much it. Uh, I'm going to skip this one so that we can get to the dashboard. I'm going to skip this as well, because you can invite your team members. Uh, you can get weekly reports, uh, long story short, that's it about 10 clicks. We are already in, in a cloud environment where customers can begin to manage, operate and start taking control of the cloud footprint. >>Got it. And physical you, you skipped over the collaboration feature that's for what team members do. Kind of see the same dashboard. >>The great question. Uh, our customers can invite additional team members could be an educator who wants to look at the total cost of cloud operations. Uh, they could invite another team member who wants to be enabled only for certain parts of the platform. Very simple. We have SSO integration as well in the platform. So, uh, invite additional users start using day two in less than 10 minutes, no additional, uh, you know, configuration required. >>You know, Amazon's got that slogan always day one. You guys are always day to always go to >>About all about ensuring data was taken care of. >>Awesome. Great stuff. Candace, what's your take on this? How do you fit in here? Talk about what it's like to work with these guys. What's the, what's your perspective on this? A new multicloud day two operations dashboard. >>Hi, thank you, John. Hi, Ben Kat. Thank you very much for the introduction. Um, basically our interaction is collaborative and we're great team partners, and we work well with, with multicloud often and, and have been partners working together for quite some time and solutioning products for our clients. >>Great. Vinca you want to chime in as well and share some color commentary on, um, your partners value? >>Sure. Thanks Justin. So, uh, so green pages, uh, they offer cloud services and a whole suite of solutions to their customers. Some of the customers are ranging from fortune a hundred enterprises, uh, to a wide variety of customers. Perhaps we can actually switch over to a slide deck here, but Candace, if you're up for it, maybe we can walk through a liberal green pages and solutions that you've implemented. We can talk from the customer point of view, which we think would be more beneficial to our audience as well. >>Yes. Thank you. That's very helpful. Um, again, my name is Candice Hendrix and I'm a delivery architect here at green pages technology solutions. And what I'd like to do is share a few examples of collaboration that we have achieved through our partnership with Moni cloud first to give a better history of green pages we've been in business since 1992, we maintain a wide range of customer base, um, approximately 500 different, uh, customers and all different workflows from insurance to government to, um, um, manufacturing and the such. We've also made the CRN tech elite two 50 less for, uh, sense its inception in 2011. And basically what that is, is it's all of the companies and, or the top 250 companies in the U S and Canada, having the highest level of experience top of their game, maintaining the highest levels of training and certifications. We also offer managed services, support, professional services, cloud readiness assessments, and migrations, as well as growing a CSP or cloud service provider today, I would like to highlight a few innovative projects that we've executed with multicloud is our partner for AWS compliance needs as well as, um, AWS Dr. >>So this slide first outlines a business scenario that we dealt with with one of our clients to address cost security compliance standardization across a global AWS environment. And the challenge with this was that we experienced was the complexity of the cloud environment and the size of the environment and how can they stay compliant, optimize costs and scale the outcome with the teamwork of Mani cloud and green pages, we were able to achieve all the facets of the challenge, also enabling and, and creating what we coined it, the compliance bot and what that provided was a platform to easily parameterize some of the, um, options such as configurable schedules, configurable target servers, departments, um, options to choose between automated and manual remediation processes in compliance ability to choose whether that remediation process also, uh, auto reboots versus approval based reboots on, um, infrastructure or resources integrations into a Slack channel for manual remediation approval process, as well as daily noncompliance reporting the compliance bot also can ensure proper patching necessary agents required software versions and resources, um, that they maintain compliance through the use of tagging Lambda functions, AWS fleet manager, AWS config, and AWS CloudWatch. >>Uh, another, um, opportunity we've had to work with, um, Moni cloud in this use case, the scenario that the green pages customer needed to solve was the automation of Dr to address the requirement of an entire AWS regional failure within requirements was a RTO of four hours and an RPO of less than one minute uncertain ESE, two instances. So the challenge that we had was to develop this solution with only the use of AWS native services meeting the required RTO and RPO with no custom tooling integration. So with mighty clouds assistance and teamwork, what we were able to achieve is what we now refer to as the Dr. Bot, we solution the automation to replicate everything from their production, uh, environment in AWS to the Dr. Region in AWS, such as subnets, um, IP cider ranges, LAN IP addresses, security groups, load balancers, and all associated configuration settings. >>So with the pilot light scripting that runs daily through a Lambda function, we can manage those Delta copies into the Dr production or the Dr. Region from production and address any changes that may occur in the production environment to meet the RPO. What we used is cloud door, which is also a native AWS service. And we used AWS backup for the more static instances, we then created an integration to send any health alerts in the event of an AWS outage to their Slack channel. Then upon approval, um, they could kick off through a manual approval process. They could kick off and execute an end to end fail over from production to an AWS region and to their Dr. Region in AWS, both the compliance spot and the Dr. Bot automations can be ported and variabilize for any AWS environment. We welcome the opportunity to discuss this further and assist you in your cloud journey. I hope this explain some of the great innovation that we've been able to work with money cloud on. Thanks, Ben Capra, allowing me to speak and back to you. >>Thank you, Candace. This is fantastic. John Lassie Seesaw, right? The challenge with cloud operations is there's a lot of moving parts and, uh, visibility, compliance, security, uh, you know, all of that. Typically customers have to write custom code or integrate ten-plus tools, suddenly what, you know, customers we're seeing they're spinning up their own cloud operating teams. They're spinning up their own homegrown cloud operations model, which in invariably results in more attacks, symptoms of maintenance tasks, our platform can do all of this abstract, the complexity, and put this kind of automation within the reach of customers who are trying to transform their it departments by clicking away. That's the attack that we built on top. >>Yeah, I think that's a great example. I think Candace highlights some of the things we were talking about last time around intelligent applications, meeting, intelligent infrastructure, and to your point about operations, this comes up huge all the time in every conversation we're in and we're seeing it in the marketplace where there's a new operational model developing in real time. You're seeing people, um, homegrown ops, transforming ops. I mean, there's new roles and responsibilities are emerging and that's just the nature of the beast right now. This is kind of the new normal that it's not your traditional ops model. It's transitioning to a new, new way. This is a great example. Um, you see that the same way? >>Well, that's a, that's a great description, John you're right. That is the model that is evolving that, uh, once, um, that demands more from it teams and on the runway that is shrinking to transform and the cloud surface, it has grown how that's exactly where the becoming to help. And, uh, uh, we did do a little bit of a deep dive into what the platform does today to talk to our audience so that they can get this value. Thank you for that. Uh, you know, uh, depth in diving, happy to chat a little bit more if you'd like about, uh, where customers could go and that they can get started. >>Yeah. Looking forward to it. Vanco. Thanks for coming on, Candace. Thank you very much for sharing. Um, green pages. Congratulations. Love the Dr. Bot. That's phenomenal. I mean, I w I want a cube bottom. You're just doing these interviews is boss, but I'm looking forward to having a follow on conversation vanco. We're going to certainly see you out on the internet on Twitter. Um, maybe get you on our clubhouse, uh, chats, a lot of action out there. A lot of people talking about this, and you're seeing things from observability to new kinds of monitoring, to modern application development techniques that are just evolving in real time. So day two is here. Thanks for sharing. >>Looking forward, John, and, uh, where customers could go to is they could go to montclair.com today. They could get started in just a few place. We have a free version on the platform. They can activate this account in 10 months. They now have the power of the automation that we've built, and they can start taking control of the cloud operations in about 10 minutes. So we encourage persons to go find some free monitor.com and thank you candidates for taking the time, uh, uh, does it's fantastic that we'll be able to go solve some problems together. >>Mazi cloud turning teams into cloud powerhouses. That's their slogan. Check them out. I'm John Farrar with the cube. Thanks for watching.

>> Narrator: From around the globe, it's theCUBE with digital coverage of AWS re:Invent 2020 sponsored by Intel, AWS and our community partners. >> Hello, welcome back to theCUBE's Virtual Coverage of AWS re:Invent 2020 virtual. Normally we're in person. This year because of the pandemic, we're doing it remote. We're Cube Virtual covering AWS re:Invent Virtual. I'm John for your host. We are theCUBE Virtual, two great guests here Linda Tong a general manager, AppDynamics and Dave McCann vice-president of AWS migration, marketplace and control services. Welcome to theCUBE. >> Thanks so much for having us. >> Good to see you again John. >> Linda we were talking to some AppDynamics folks and some of your customers, obviously we've been following the growth of the marketplace for many years. The confluence of the tailwinds of the innovation going on with COVID and post COVID strategies is about helping customers where they are and they're not in the office anymore. They got to get the job done. This is really important on this cloud migration of getting software in the hands of people to write these modern apps. It's a big theme. What's your perspective on this right now, because you guys are partnered with Amazon, share your vision. >> Yeah, absolutely. And you nailed it. It's with COVID-19 our customers like IT organizations are finding this need to accelerate their migration to the cloud. And what's more important is they're finding that more and more of their customers are engaging through digital experiences and with the influx of people leaning on those digital experiences during COVID, performance issues are becoming more and more apparent. And so we're helping our customers as they migrate to the cloud. And specifically to AWS, it's a big partnership for us because we need to understand how our customers and how they manage performance through these transitions can stay flawless so that they can manage those experiences for their end users. >> Yeah, Dave, I've been watching this discovery observation space, observability, service meshes, Kubernetes, cloud native higher level services have really gotten popularity have gone mainstream. So there's more and more demand for I won't call it point products. That's an old term, but in the cloud, these are just higher level services that people are adopting more of. You're seeing huge pickup in the marketplace of companies who are selling through there and engaging but it's not just selling, you're integrating. What's your vision for all of this? >> So, John, you're absolutely right. Our customers as they migrate more and more applications to the cloud and in some regulated industries they still have applications running on premise. They're really actually standing up a new operating model where they not only want observability of what's going on but I feel what we would call service management framework or a set of tools to manage the application portfolio. And companies around the world are putting together new common instance of AWS native services, such as CloudWatch CloudTrail, Service Catalog, AWS Config, Control Tower with best in class vendors like Cisco AppDynamics. And each company is building their own collection of tools into management framework that allows them to optimally modernize and manage their application portfolio. And it's a rising topic around the world. >> Linda, I want to get back to you on AppDynamics you're the leader of the team as general manager, congratulations. You know a little bit about software in the cloud and CloudScale and your career going back to Google now at AppDynamics you've seen a lot of the changes. What specifically value do you see AppDynamics and Amazon bringing to the market today? Because the world's changed. It's still large scale, there's faster speed but you can't just buy things like anymore, I've got to go in send a ticket request, go to procurement, developers want to integrate immediately. They need to integrate when they see a problem they got to integrate technology. This seems to be a trend. What's your, where is AppDynamics bringing the value of AWS to the market? >> Absolutely I think it's threefold. One it's for a lot of these developers, as they start to migrate their applications and modernize them with AWS and all the great services that are available we can partner to help them with that modernization effort while giving them visibility into the performance of those applications to make sure that they don't miss a beat as they deploy those on these new sets of services over AWS. The second thing is, for those customers that are leveraging AWS for that migration, we have a seamless integration between AppDynamics and AWS. So you can buy our service directly through AWS marketplace. So that becomes a really easy procurement. And then on top of that, as, a lot of developers have to manage hybrid employments, so new modern applications has done AWS as well as some of their traditional applications that are talking to each other. They can get that full end to end visibility leveraging AppDynamics so that they can understand what's going on across the entirety of their business as they start to lead these transformations across our organization. >> Dave, just comment on if you can, 'cause I know a little bit about some of the things you put in place, the enterprise I forget development or sales program where at the prices can be more friendly. I think this is kind of a use case where this is proving enterprises can get what they need in the marketplace that not only is it successful but you have traction with this. What's you take on... >> There's a number of motions that we're doing there John, to help large companies around the world who may have, dozens, hundreds and in comes cases with fortune 100 they're thousands of applications. And so you actually have to solve multiple challenges that the company has. On the procurement side, we're obviously working with AppDynamics to publish as a service right in AWS marketplace. And we have over 300,000 customers worldwide only AWS marketplace who are subscribing to software and provisioning out to hundreds and thousands of developers, all of whom are using their own AWS accounts. So on that provisioning and subscription experience we work deeply with the AppDynamics team to meet that a really seamless experience from discovery to provision to meter and billing. On the interoperability front, as Linda mentioned, our customers want these best in class tools like AppDynamics to work well with the other AWS services so that they can really have a very modern DevOps pipeline for those applications that are moving to more of a CICD model. And for people who are still running in a bit more of an Intel, ITSM model, they've still got to manage and monitor applications that haven't quite got there in the full modernization stack. So this is actually happening not just with the customer, the enterprise or with the ISV AppDynamics, this transitions' also working with all the consulting firms. And a lot of the large software resellers around the world, the computer centers of Europe the right spaces, the presidios of North America. The DXEs of Asia Pacific. These consulting partners are also using tools such as AppDynamics so to become a managed service provider. And in some cases on that journey to the cloud no join the customer saying I'm really busy I'm modernizing applications. Hey consulting partner, can you manage some part of my infrastructure, some part of my stack? And tools like AppDynamics and Kubernetes and AWS become really central tool kits to the new emerging managed service providers that are all around the world. >> Yeah, and I talked about this years ago with Andy Jassy and I think we were riffing on this run this new set of category creations of services and companies. Linda this appears to be one of those cases where, there's a category with existing spend and existing customers. So what he just said is interesting. And I want to get your thoughts because these are these points of these new areas where AppDynamics can potentially help enterprises. What are some of the areas that you see AppDynamics helping enterprises in their cloud adoption journey 'cause they want some cloud native we see Hybrid and all the announcements, Outpost, now Edge it's a distributed computer. You need to have software at every piece of the puzzle. So what's your, what areas can you share specifically? >> Absolutely and so, like Dave was just saying it's, as these organizations start to make these major cloud migrations, one, their applications are getting actually significantly more complex than they've ever been. And they're now spanning a much broader ecosystem than they've ever spanned before. So that the kind of coverage that IT organizations and DevOps needs to cover not only is seeing this explosion of data but it's also now spanning areas of control that some of these folks have never had to think about before. And so the value of AppDynamics is our ability to be able to ingest data from your cloud native applications your traditional applications, all different sources of domain data that you want to get including things like security data. So we can start to correlate that in a meaningful way and then tie that back to business insights. And so the way that AppDynamics is actually bringing value to the table is not only helping our customers get visibility across the entire stack, but actually only surfacing the most meaningful insights to help them act on that those performance issues that they might see and more meaningfully manage their businesses. >> Linda I think you guys are onto something really big not just on the wave and just the positioning but one of the trends that we're reporting and we're going to be teasing out all week three weeks here is automation is great but that's just baseline. Everything is a service really speaks to some of the things that you guys have to put in place 'cause the mandate is everything should be a service. Now, I mean, I'm overgeneralizing but that's generally the ivory tower C suite message. Make it as a service cloud scale is beautiful, but then you when you pass it down to the teams, that's like that's not easy boss. It's not easy to do. That's really kind of what you're getting at here. It's not just automation and DevOps. It's the business model. >> Absolutely it's the intelligence it's once you create thousands and thousands of services, how do you manage them effectively and know what matters and what doesn't? >> Dave your final word here on on this point is when you think about that if you believe that to be true, then I'm just going to be downloading services whenever I need them. So it's almost like quasi self service managed services kind of coming together in real time or with my off base there. What's your take on that? >> No, we're actually working together with that dynamic and so all these kinds of things. So as we proliferate services, John and, AWS has got over 175 services and application is made up of many components. So how do you actually correlate an associate all the resources that make up that application? And if you think about dynamics name is the application and dynamics what's going on with the application. So we actually just launched today service catalog application registry, which is a new API surface for the AWS service catalog that allows you to define NGS on all the AWS resources from a cloud formation stack set all the way down into an easy to instance and associate that's an application known. And so the higher level of abstraction is what we talked about is management of the application. And what customers want to do, CIO's want to manage the application all the resources associated through the application whether the application is running well, is it secure? Is it on budget? Whether it's actually running? So application management is kind of where people are going even though their application is made up of dozens of associated services. So this is the next frontier. >> Well you guys are just great to have on world-class partnership two leaders, AppDynamics, story history they continue to do well. And even now with the world going on, Dave congratulations on your success. Final question for both of you is, where's the partnership go from here? I think it's a great success story. What's in the store for the future? >> Linda. >> Yeah to the moon. It's look AWS is an amazing partner. And Dave is a great guy to work with and where we are going is to help our customers build world-class applications and be able to manage them and modernize those effectively. And there's no way we could do that without partners at AWS. So it's a, there's a long-term relationship here. >> Well, congratulations, Linda Tong general manager AppDynamics. Thanks for coming on, and virtually at least we'll see you on the Interwebs during the next couple of weeks here, Virtual re:Invent Dave McCann. Of course, we'll see you again and great to watch you continue to grow. Is there any new title is going to add to your thing marketplace now it's migration, control services come on. >> With innovation culture we keep innovating. >> Great to have you guys on. Thanks for, thanks for sharing, appreciate it. >> John, Linda thank you very much. >> Thanks. >> Thanks for that great insight. Really appreciate it. I'm John from theCUBE you're watching coverage of re:Invent 2020. This is theCUBE virtual. (upbeat music)

>>from around the globe. It's the Cube with digital coverage of AWS reinvent 2020 sponsored by Intel, AWS and our community partners. >>Hey, welcome back already, Jeffrey here with the Cube coming to you from Palo Alto studios today for our ongoing coverage of aws reinvent 2020. It's a digital event like everything else in 2020. We're excited for our next segment, so let's jump into it. We're joined in our next segment by Andrew Rafa. He is the principal and zero trust offering lead at the Light and Touche LLP. Andrew, great to see you. >>Thanks for having me. >>Absolutely. And joining him is Robbie Deval. He is the AWS cyber risk lead for Deloitte and Touche LLP. Robbie, Good to see you as well. >>Hey, Jeff, good to see you as well. >>Absolutely. So let's jump into it. You guys are all about zero trust and I know a little bit about zero trust I've been going to are safe for a number of years and I think one of the people that you like to quote analysts chase Cunningham from Forrester, who's been doing a lot of work around zero trust. But for folks that aren't really familiar with it. Andrew, why don't you give us kind of the 101? About zero trust. What is it? What's it all about? And why is it important? >>Sure thing. So is your trust is, um, it's a conceptual framework that helps organizations deal with kind of the ubiquitous nature of modern enterprise environments. Um, and then its course. Your trust commits to a risk based approach to enforcing the concept of least privileged across five key pillars those being users, workloads, data networks and devices. And the reason we're seeing is your trust really come to the forefront is because modern enterprise environments have shifted dramatically right. There is no longer a defined, clearly defined perimeter where everything on the outside is inherently considered, considered untrusted, and everything on the inside could be considered inherently trusted. There's a couple what I call macro level drivers that are, you know, changing the need for organizations to think about securing their enterprises in a more modern way. Um, the first macro level driver is really the evolving business models. So as organizations are pushing to the cloud, um, maybe expanding into into what they were considered high risk geography is dealing with M and A transactions and and further relying on 3rd and 4th parties to maintain some of their critical business operations. Um, the data and the assets by which the organization, um transact are no longer within the walls of the data center. Right? So, again, the perimeter is very much dissolved. The second, you know, macro level driver is really the shifting and evolving workforce. Um, especially given the pandemic and the need for organizations to support almost an entirely remote workforce nowadays, um, organizations, they're trying to think about how they revamp their traditional VPN technologies in order to provide connectivity to their employees into other third parties that need to get access to, uh, the enterprise. So how do we do so in a secure, scalable and reliable way and then the last kind of macro level driver is really the complexity of the I t landscape. So, you know, in legacy environment organizations on Lee had to support managed devices, and today you're seeing the proliferation of unmanaged devices, whether it be you know, B y o d devices, um, Internet of things, devices or other smart connected devices. So organizations are now, you know, have the need to provide connectivity to some of these other types of devices. But how do you do so in a way that, you know limits the risk of the expanding threat surface that you might be exposing your organization to by supporting from these connected devices? So those are some three kind of macro level drivers that are really, you know, constituting the need to think about security in a different >>way. Right? Well, I love I downloaded. You guys have, ah zero trust point of view document that that I downloaded. And I like the way that you you put real specificity around those five pillars again users, workloads, data networks and devices. And as you said, you have to take this kind of approach that it's kind of on a need to know basis. The less, you know, at kind of the minimum they need to know. But then, to do that across all of those five pillars, how hard is that to put in place? I mean, there's a There's a lot of pieces of this puzzle. Um, and I'm sure you know, we talk all the time about baking security and throughout the entire stack. How hard is it to go into a large enterprise and get them started or get them down the road on this zero trust journey? >>Yeah. So you mentioned the five pillars. And one thing that we do in our framework because we put data at the center of our framework and we do that on purpose because at the end of the day, you know, data is the center of all things. It's important for an organization to understand. You know what data it has, what the criticality of that data is, how that data should be classified and the governance around who and what should access it from a no users workloads, uh, networks and devices perspective. Um, I think one misconception is that if an organization wants to go down the path of zero trust, there's a misconception that they have to rip out and replace everything that they have today. Um, it's likely that most organizations are already doing something that fundamentally aligned to the concept of these privilege as it relates to zero trust. So it's important to kind of step back, you know, set a vision and strategy as faras What it is you're trying to protect, why you're trying to protect it. And what capability do you have in place today and take more of an incremental and iterative approach towards adoption, starting with some of your kind of lower risk use cases or lower risk parts of your environment and then implementing lessons learned along the way along the journey? Um, before enforcing, you know more of those robust controls around your critical assets or your crown jewels, if you >>will. Right? So, Robbie, I want to follow up with you, you know? And you just talked about a lot of the kind of macro trends that are driving this and clearly covert and work from anywhere is a big one. But one of the ones that you didn't mention that's coming right around the pike is five g and I o t. Right, so five g and and I o. T. We're going to see, you know, the scale and the volume and the mass of machine generated data, which is really what five g is all about, grow again exponentially. We've seen enough curves up into the right on the data growth, but we've barely scratched the surface and what's coming on? Five G and I o t. How does that work into your plans? And how should people be thinking about security around this kind of new paradigm? >>Yeah, I think that's a great question, Jeff. And as you said, you know, I UT continues to accelerate, especially with the recent investments and five G that you know pushing, pushing more and more industries and companies to adopt a coyote. Deloitte has been and, you know, helping our customers leverage a combination of these technologies cloud, Iot, TML and AI to solve their problems in the industry. For instance, uh, we've been helping restaurants automate their operations. Uh, we've helped automate some of the food safety audit processes they have, especially given the code situation that's been helping them a lot. We are currently working with companies to connect smart, wearable devices that that send the patient vital information back to the cloud. And once it's in the cloud, it goes through further processing upstream through applications and data. Let's etcetera. The way we've been implementing these solutions is largely leveraging a lot of the native services that AWS provides, like device manager that helps you onboard hundreds of devices and group them into different categories. Uh, we leveraged device Defender. That's a monitoring service for making sure that the devices are adhering to a particular security baseline. We also have implemented AWS green grass on the edge, where the device actually resides. Eso that it acts as a central gateway and a secure gateway so that all the devices are able to connect to this gateway and then ultimately connect to the cloud. One common problem we run into is ah, lot of the legacy i o t devices. They tend to communicate using insecure protocols and in clear text eso we actually had to leverage AWS lambda Function on the edge to convert these legacy protocols. Think of very secure and Q t t protocol that ultimately, you know, sense data encrypted to the cloud eso the key thing to recognize. And then the transformational shift here is, um, Cloud has the ability today to impact security off the device and the edge from the cloud using cloud native services, and that continues to grow. And that's one of the key reasons we're seeing accelerated growth and adoption of Iot devices on did you brought up a point about five G and and that's really interesting. And a recent set of investments that eight of us, for example, has been making. And they launched their AWS Waveland zones that allows you to deploy compute and storage infrastructure at the five G edge. So millions of devices they can connect securely to the computer infrastructure without ever having to leave the five g network Our go over the Internet insecurely talking to the cloud infrastructure. Uh, that allows us to actually enable our customers to process large volumes of data in a short, near real time. And also it increases the security of the architectures. Andi, I think truly, uh, this this five g combination with I o t and cloudy, I m l the are the technologies of the future that are collectively pushing us towards a a future where we're gonna Seymour smart cities that come into play driverless connected cars, etcetera. >>That's great. Now I wanna impact that a little bit more because we are here in aws re invent and I was just looking up. We had Glenn Goran 2015, introducing a W S s I O T Cloud. And it was a funny little demo. They had a little greenhouse, and you could turn on the water and open up the windows. But it's but it's a huge suite of services that you guys have at your disposal. Leveraging aws. I wonder, I guess, Andrew, if you could speak a little bit more suite of tools that you can now bring to bear when you're helping your customers go to the zero trust journey. >>Yeah, sure thing. So, um, obviously there's a significant partnership in place, and, uh, we work together, uh, pretty tremendously in the market, one of the service are one of solution offering that we've built out which we dub Delight Fortress, um is a is a concept that plays very nicely into our zero trust framework. More along the kind of horizontal components of our framework, which is really the fabric that ties it all together. Um s o the two horizontal than our framework around telemetry and analytics. A swell the automation orchestration. If I peel back the automation orchestration capability just a little bit, um, we we built this avoid fortress capability in order for organizations to kind of streamline um, some of the vulnerability management aspect of the enterprise. And so we're able through integration through AWS, Lambda and other functions, um, quickly identify cloud configuration issues and drift eso that, um, organizations cannot only, uh, quickly identify some of those issues that open up risk to the enterprise, but also in real time. Um, take some action to close down those vulnerabilities and ultimately re mediate them. Right? So it's way for, um, to have, um or kind of proactive approach to security rather than a reactive approach. Everyone knows that cloud configuration issues are likely the number one kind of threat factor for Attackers. And so we're able to not only help organizations identify those, but then closed them down in real time. >>Yeah, it's interesting because we hear that all the time. If there's a breach and if if they w s involved often it's a it's a configuration. You know, somebody left the door open basically, and and it really drives something you were talking about. Ravi is the increasing important of automation, um, and and using big data. And you talked about this kind of horizontal tele metrics and analytics because without automation, these systems are just getting too big and and crazy for people Thio manage by themselves. But more importantly, it's kind of a signal to noise issue when you just have so much traffic, right? You really need help surfacing. That signals you said so that your pro actively going after the things that matter and not being just drowned in the things that don't matter. Ravi, you're shaking your head up and down. I think you probably agree with this point. >>Yeah, yeah, Jeff and definitely agree with you. And what you're saying is truly automation is a way off dealing with problems at scale. When when you have hundreds of accounts and that spans across, you know, multiple cloud service providers, it truly becomes a challenge to establish a particular security baseline and continue to adhere to it. And you wanna have some automation capabilities in place to be able to react, you know, and respond to it in real time versus it goes down to a ticketing system and some person is having to do you know, some triaging and then somebody else is bringing in this, you know, solution that they implement. And eventually, by the time you're systems could be compromised. So ah, good way of doing this and is leveraging automation and orchestration is just a capability that enhances your operational efficiency by streamlining summed Emmanuel in repetitive tasks, there's numerous examples off what automation and orchestration could do, but from a security context. Some of the key examples are automated security operations, automated identity provisioning, automated incident response, etcetera. One particular use case that Deloitte identified and built a solution around is the identification and also the automated remediation of Cloud security. Miss Consideration. This is a common occurrence and use case we see across all our customers. So the way in the context of a double as the way we did this is we built a event driven architectures that's leveraging eight of us contribute config service that monitors the baselines of these different services. Azzan. When it detects address from the baseline, it fires often alert. That's picked up by the Cloudwatch event service that's ultimately feeding it upstream into our workflow that leverages event bridge service. From there, the workflow goes into our policy engine, which is a database that has a collection off hundreds of rules that we put together uh, compliance activities. It also matched maps back to, ah, large set of controls frameworks so that this is applicable to any industry and customer, and then, based on the violation that has occurred, are based on the mis configuration and the service. The appropriate lambda function is deployed and that Lambda is actually, uh, performing the corrective actions or the remediation actions while, you know, it might seem like a lot. But all this is happening in near real time because it is leveraging native services. And some of the key benefits that our customers see is truly the ease of implementation because it's all native services on either worse and then it can scale and, uh, cover any additional eight of those accounts as the organization continues to scale on. One key benefit is we also provide a dashboard that provides visibility into one of the top violations that are occurring in your ecosystem. How many times a particular lambda function was set off to go correct that situation. Ultimately, that that kind of view is informing. Thea Outfront processes off developing secure infrastructure as code and then also, you know, correcting the security guard rails that that might have drifted over time. Eso That's how we've been helping our customers and this particular solution that we developed. It's called the Lloyd Fortress, and it provides coverage across all the major cloud service providers. >>Yeah, that's a great summary. And I'm sure you have huge demand for that because he's mis configuration things. We hear about him all the time and I want to give you the last word for we sign off. You know, it's easy to sit on the side of the desk and say, Yeah, we got a big security and everything and you got to be thinking about security from from the time you're in, in development all the way through, obviously deployment and production and all the minutes I wonder if you could share. You know, you're on that side of the glass and you're out there doing this every day. Just a couple of you know, kind of high level thoughts about how people need to make sure they're thinking about security not only in 2020 but but really looking down the like another road. >>Yeah, yeah, sure thing. So, you know, first and foremost, it's important to align. Uh, any transformation initiative, including your trust to business objectives. Right? Don't Don't let this come off as another I t. Security project, right? Make sure that, um, you're aligning to business priorities, whether it be, you know, pushing to the cloud, uh, for scalability and efficiency, whether it's digital transformation initiative, whether it be a new consumer identity, Uh uh, an authorization, um, capability of china built. Make sure that you're aligning to those business objectives and baking in and aligning to those guiding principles of zero trust from the start. Right, Because that will ultimately help drive consensus across the various stakeholder groups within the organization. Uh, and build trust, if you will, in the zero trust journey. Um, one other thing I would say is focus on the fundamentals. Very often, organizations struggle with some. You know what we call general cyber hygiene capabilities. That being, you know, I t asset management and data classifications, data governance. Um, to really fully appreciate the benefits of zero trust. It's important to kind of get some of those table six, right? Right. So you have to understand, you know what assets you have, what the criticality of those assets are? What business processes air driven by those assets. Um, what your data criticality is how it should be classified intact throughout the ecosystem so that you could really enforce, you know, tag based policy, uh, decisions within, within the control stack. Right. And then finally, in order to really push the needle on automation orchestration, make sure that you're using technology that integrate with each other, right? So taken a p I driven approach so that you have the ability to integrate some of these heterogeneous, um, security controls and drive some level of automation and orchestration in order to enhance your your efficiency along the journey. Right. So those were just some kind of lessons learned about some of the things that we would, uh, you know, tell our clients to keep in mind as they go down the adoption journey. >>That's a great That's a great summary s So we're gonna have to leave it there. But Andrew Robbie, thank you very much for sharing your insight and and again, you know, supporting this This move to zero trust because that's really the way it's got to be as we continue to go forward. So thanks again and enjoy the rest of your reinvent. >>Yeah, absolutely. Thanks for your time. >>All right. He's Andrew. He's Robbie. I'm Jeff. You're watching the Cube from AWS reinvent 2020. Thanks for watching. See you next time.

>>Fly from Barcelona, Spain. It's the cube covering Cisco live 2020 route to you by Cisco and its ecosystem partners. >>Hello everyone. Welcome back to the cubes live coverage. Four days here in Barcelona, Spain for Cisco live 2020 kicking off the year. Great event. I'm Jafar way my co Stu Miniman, our next guest, Danny Winokur, general manager of app dynamics, part of Cisco and special keynoter headlining the event, the networking show headlining by the app development story. Any welcome to the cube. Thanks for joining us. Thank you. It's good to be here. So one of the big signals, I think it was a shot across the bow to the industry, but also internally within Cisco has been the multi-year movement around getting API APIs built into the products. You start to see dev ops become network ops. Now with app dynamics, digging down into the infrastructure provide great value, but in a DevOps way. This is, this is the top story in my mind. You've led the keynote, which was very unusual for Cisco. Was it planned that way? Tell us some of the background. >>Well, it was planned that way. And I think part of what we're recognizing is that in the world that we're now living in where applications have moved to become the center of the business, you have business initiatives encoded in applications and that's what actually drives the use of technology in the organization. So it really starts with the application. And Cisco of course recognizes that and that has implications for the way we think about the entire technology stack. And so we see it as an opportunity to actually make the infrastructure and the people that actually buy and work with the infrastructure, the infrastructure engineers and operations teams, network engineers and network operations teams, they become much more relevant by actually looking at how the technologies and the work that they do are actually placed within the context of the application and how that application and the experiences within it are delivering a business result to the larger organization. >>Yeah, and one of the big trends, how she's doing, I were early days in the cloud, watch Amazon rise up. No one kind of saw that common. Most of the insiders did, but API APIs were key, but the word dev ops was started around that time. Infrastructure as code makes a lot of sense. Programmable infrastructure. That's right. You guys picked up on that. We've been covering that for now for a four years around programmable networking and you guys have been just goes, been shifting the products, but during the keynote you mentioned biz dev ops, which I thought was a very fascinating stake in the ground. Could you explain what you meant by that? Because if I think what you're saying is true, this is now another layer of opportunity that takes advantage of all the scale. The agility. Efficiency. >>Yeah, that's right. That's right. So I mean, what's what's going on is companies that now say, okay, my business is now in my app. The app has become the business. They have to now figure out how do they iterate very, very quickly on that application. And in order to iterate very quickly, the business team, the development team and the operations teams need to work together in a closed loop operating model. Because if they don't work together closely, they have two big problems, right? One is the business initiatives which move very quickly, can't get encoded quickly enough in the application and the application falls behind and the business suffers. Number two, they can't produce winning experiences because executives like us sitting in a conference room with an idea for an experience are almost always wrong about what's going to work for the end-users. The way it works in the modern world and what we know from digital native organizations that have pioneered this is that you actually have to form user research and a hypothesis from it and it in your application and get it quickly in front of your users with real time measurement and telemetry and then you use that to inform yourself in real time around what's working and what's not. >>You reform your hypothesis, make that adjustment reimplementing code, get it back out and iterate and iterate and the more shots on goal that you're able to take with the velocity of iteration, the more likely you are to get to the winning experience. So biz dev ops is really around getting those three teams, the business team, the development team, and the operations team working together with velocity in a new operating model that allows you to actually gain the competitive advantage that's necessary in an experience driven application centric world where the infrastructure and development team and the business are now all working together in tandem, in lockstep. >>The antennae had really interesting stuff as we all know that the organizational construct in the silos often slow down that that innovation and growth we watched for years developers, they find their tools, they do their thing, but as you said, it's got to be connected with the business. I want to make sure I understand. We've seen somewhat places where some of the tooling actually is getting people together because they have common data. You give the business people things in their colors and languages as opposed to the developers. They need different things out of it, but it's a, it's a backbone or back plane buildings together. So are those business product owners or business leaders actually coming into and seeing things? Is it at that level, the >>really important point, right? The problem that we've seen in the traditional operating model is not only are the teams siloed, but the technologies and the data that they rely upon keep them siloed. And so as the changes in the market are pushing them to work together for the reasons I said, they need common tooling and common data sets. And so what we're actually doing at Cisco is connecting app dynamics to the tools that are beneath it in the stack. Like what we announced yesterday with the inner site inner site workload optimizer and what we've previously done with ACI for the software defined data center networking fabric so that you can actually have each team, each persona use a tool that they're comfortable with that's specialized for their domain, but the datasets are now connected. So it gives them a single source of truth that allows them, instead of finger-pointing when something goes wrong or they need to optimize, they're able to actually have a shared source of truth and they can say, okay, I understand my domain here, I understand my domain here, but they're telling me the same thing, and that makes it easier for them to collaborate in this closed loop, the operating model. >>Whereas it was harder to do that when they were looking at their separate tools and separate data. One of the things I want to get your thoughts on, Danny, is as coming from the app dynamics side now at Cisco, you've seen a lot of modern used the word modern applications. The modern architecture is evolving. People see the picture, they know what to do. Most enterprises outside of the the pioneers, they're like, okay, I love the idea of biz dev ops, but Hey, I'm just trying to figure out which cloud I'm going to use. Right. Okay. So take me through how you engage with that because you're kind of, you might be ahead of the curve on the thought process, but I'm just trying to crop the cloud and it's impacted me as a notarized. What do you say to that? What's that? What's your answer to that? >>I mean, what we see going on right now is that in almost every single organization that has their business now running in the apps, those apps are hybrid multi-cloud apps, right? They recognize that in order to iterate quickly on the front end of the application, they probably need to use some of the latest cloud based technologies, either in the public cloud or in a private cloud on premise us. But they also have other components of their architecture that are going to be using something more like web technologies or client server technologies or in some organizations still mainframe technologies for backend data access. And so you end up with this sort of diverse array of layered tech stacks across different deployment environments in a multi-cloud world. And they have to work together seamlessly. And so part of what we've done is innovate lenses within app dynamics that actually give you a view through that complexity so that you can focus on what really matters most. >>And that was yesterday's announcement of the experience journey map that we have from app dynamics, right? It compliments what we've done before with business transactions and business IQ and adds a new lens that is focused on the screens that the end users are actually seeing in their browser or on their mobile device. And it automatically uses AI and ML technology to map a screen by screen journey flow through the application that the user's actually seen and experienced seeing and experiencing. And within that screen-based view, it gives you business data like abandonment rate and it correlates it down to the technical performance of what's actually being served to the user on that screen so that you can quickly determine where are the technology issues across this broad hybrid multi-cloud estate. Where are they actually surfacing issues or not on the screens that your users are seeing. >>So you can now prioritize the warnings on the back end based on what your users really need you to address right away. So if I hear you correctly, what you're saying is essentially cause instrumentation. You mentioned that earlier data is critical. So what you're saying is you could have abandonment rates say's an app or whatever and say maybe there's a DDoS attack on, on a switch or a firewall. So I might want to scale that up with policy. So you're seeing, you're coordinating technical remedies or architectural changes based upon what you know, the business logic, is that what you're kind of getting at? That's exactly right. So we know from data that we have from our app attention index, that 50% of users are willing to pay more for a competitor's product if it performs and gives them a better experience. And worst yet 63% of users and the app potential index have told us that if they get a subpar digital experience, they're going to go out and actually not only leave but bad mouth, the experience that they had and spread ill will about your application. >>So what has to happen in that world is you have to actually relate your business performance data to the user experience within the screen, through the experience journey map into the backend application components, which is the business transaction and then down through intersite into the layers of the infrastructure where you can actually get into the chassies, the blades, the fans, the Dems and the network. So essentially it's like auto scale and concept that will, you know, in cloud that's right. Fly to the app level and a feature by feature basis. That's right. And you can do it exactly. You can do it within the context of the key experiences that have been prioritized as the ones that contribute the greatest impact of your business results. And you can work load optimize and scale infrastructure dynamically and automatically. Final, final point on this cause a good thread here. >>So final question is, okay, now prove it to me. How much money did I make? Can you guys tie that to actual dollars? Because then on the client's side, do they have to program then? No. So you can within app dynamics, through our business IQ capabilities, tell us through the interface of their product, what are the pieces of business data that are the key measures of your business success. It could be dollars, it could be cents, it could be skews, it could be a product ID, it could be an abandonment rate or a funnel conversion through your funnel. You tell us what are those metrics that you need and we will actually introspect, pull them out and give you a real time ROI. It is. That's what it is. So, so Denny, the thing I've been trying to chomp at the bid here, I'm agreeing with a lot of what you're saying. >>There was a trend that was all over everywhere that we went in 2019 that I heard and haven't heard you use a certain word. It's observability. Certain people are like one of the biggest trends of 2020 help us understand your viewpoint on observability what you're hearing from customers because much of the language you're talking about of that systems view resonates as what we're talking about. Observability so just not fond of the word or none. Not trying to jump on that bandwagon. It's a buzzword. What I'm talking about is full stack observability. That's exactly what it is. You can go from the business to the end user experience, the application, the compute infrastructure, the network infrastructure and the security domain that wraps at all and you can actually now see with telemetry that we're pulling in from each of those layers whether it's using app dynamics or using some of the instrumentation that Cisco has across those other infrastructure layers and security layers of the stack. >>We pull that all together with AI and ML produce insights and then provide an API that allows integration with systems for automation and action that is not only full stack observability it's full stack observability paired with the ability to implement an AI ops operating model that then supports a biz dev ops way of working for the company. You might want to throw in horizontal observability too because you know with cloud you've got horizontal scalable across deployment. Exactly across your deployment environment and from an application standpoint, everything from kind of traditional model is through microservices. Do things with serverless do are absolutely we have, we have agent technologies that take care of the very latest serverless technologies. We have things for Kubernetes cluster monitoring, we have support for CloudWatch and then going all the way back to the other side. Of course, traditional job applications.net applications back to mainframes IIB. >>We monitor and support all of that. It's the broadest array of visibility of what you're going to cabbage in the company working for you, the all the cool stuff. Cloud native Coobernetti's we've tried, we let, we like to be the cool kids. Magic questions. So I got to ask you, since you've got a good view up and down the stack and across multiple domains and workloads and clouds, what do you think, going into 2020 with this show and beyond, what is the most important story you think that people are talking about and what's the most important story that you think people should be talking about? I think the most important thing that's going on right now is figuring out how to connect across the different technologies and the different layers, right? We're coming from a place where there's naturally been a specialization within each of the domains. >>The whole point now is about multi domain and actually connecting the different layers of the technology stack to produce insights that allow for movement in this lock step higher velocity model. Because what we know from all of the data and all of the experience with customers is that the winners and an experience driven world are those that can actually implement with velocity, not break things and deliver well-designed, beautiful experiences. And in order to do that, you need to be able to connect these different technologies and get the teams that traditionally run them working together in a much more collaborative, what are people missing? What should we be people be focused on. Outside of that, what other areas that either the media or customers, what are the, what are some of the hidden gems out there that people should really pay attention to? Well, I think, I mean I think there's a lot of exciting innovation that is going on in some of the new cloud native technologies in the cloud native architectures. >>The other thing that I think is a little bit of a hidden thing that a lot of people haven't realized is that the cloud is great for some of the really high velocity, fast moving things, but it's not always the most efficient or the least, sorry, the most cost effective way, least least costly way of running everything and so we actually do see some recoil back to these hybrid environments where people are actually now running some cloud technologies on premise us and so I think that's an area to watch as we see some of the public cloud players, obviously out of the traditional players bringing cloud innovation, but running that on premises in a way that connects seamlessly to elastic scalable public cloud resources that work together in tandem. I guess last >>question I had for you, I think it was in your keynote, I heard you talk about customers using app D as being agents of transformation. Just what advice do you give them? You know, where are some of the stumbling blocks that if they don't have a conversation or understand a certain architecture that they're going to run into some issues? >>Yeah. So for us, an agent of transformation is the sort of notion of a change agent in the organization that recognizes the things we've been talking about where the world is going and is seeking to be that disruptive force of change inside the company. And in order to do that, what we have found is they're most successful when they get their hands on hard cold data, right? That's how you convince an organization. You show them the data and you connect the data and the technology to a business result. And so the most effective change agents have been able to go into the depths of the technology. They've been able to correlate data sets up and down the stack and then walk into the board room at the executive level and show in an undeniable evidence based way that these layers of technology are producing this business result and the organization needs to invest to accelerate that. And that's >>jail model too. You just get the data and iterate. Double down on absolutely what you want. It brings it all the way up to the boardroom. Danny, thanks so much for taking the time to share that. Great insights. I'll give you a minute to get a plug in for app dynamics. What do you guys got going on? Which shows you're going to be at the coming year, actually Cisco live in America. Any other event you going to be there? Any investment areas? Give a quick plug for what's going on. >>Yeah, no, I appreciate it. The next big one for us is on February the 20th we're running a global virtual event called app dynamics transform 2020 which is our annual showcase where we bring together all of the latest and greatest innovations that app dynamics has across what we're doing with AI and ML. Everything that we're doing around new experiences, cloud native technologies, the AI ops operating model, our vision for the central nervous system for it, and we're going to showcase all of that demo and talk about our roadmap. So it's a global live virtual event. Come to our website, aptdynamics.com and please tune it. Right. Well, congratulations for your success and thank you. Love to have you come into our studio. Talk about what you're doing with video because that's a hard, hard problem. We talked to Sri about that. Thanks for coming. I really appreciate it. Thank you guys. Yeah, appreciate it. We're here in the cube AptDynamics headlining the keynote at Cisco systems. A networking company turned into a data company, a video company, an instrumentation company. Application can be all now in one. Just the cube bringing you all the data here in Barcelona. I'm John. We'll be back with more live coverage after this short break.

>>Locke from Las Vegas. It's the cube covering AWS reinvent 2019 brought to you by Amazon web services and along with its ecosystem partners. >>Well, welcome back to the cube live here in Las Vegas for AWS reinvent 2019 it's the cubes seventh year, eighth year of reinvent. We've been there almost from the beginning. I'm John ferry with Dave Volante extracting the signal from the noise. The two great guests here chew senior leaders, VMware, auntie that were Sanjay Poonan, COO of VMware cube alumni, Mike Clayville, vice president of worldwide commercial sales and business development for AWS guys. You're the senior leaders out on the field making things happen. I got to say the AWS VMware relationship, which we covered a couple of years ago when Gelsinger and Jassy were doing the little love Fest, they're in San Francisco. A lot of people were skeptical. This show here, we're hearing things like, that's my Superbowl moment. Things are working great. Cloud is scaling, so congratulations and welcome to the cube. Good to see you. Thank you. Yeah. All right, so let's get to the relationship. >>Talk about you guys' relationship and how it's morphed into such a success. We're hearing great feedback. The numbers on the research at day's been digging into shows. Customer spend is up. Is that the wave of cloud? Is that the integration? Sanjay, what's going on? Give us, gives you up to, Oh, I think we're delighted. You know Mike obviously and I have been friends for years. He's had some connections with VMware in his past that certainly helped in setting up this partnerships. So we're grateful to Mike and Andy and the team for that and it's, you know, two and a half to three years now since we announced it. Tremendous amount of customer interest. Listen, you know we said at the beginning of this, when you take sort of the King of the public cloud and the King, the private cloud together and don't force customers to say these have to be separate doors, you're going to do them both together. >>Customers liked that message and what we've been really doing over the course of the last 1218 months is perfecting use cases for this platform. I think to us, the key word is migrations. Cloud migrations. When people are moving their workloads off an app off VMware vSphere or cloud foundation, we want this to be the best place for it to land. We are McCloud in AWS for migration opportunity and anything short of that refactoring app would we, you know, not something that would be a good use of people's time and money because they should be then modernizing with all the wonderful services that Amazon's built, one they've migrated. So we've really perfected our message in the course of the last six, 12 months to two M's, migrate and modernize, migrate and modernize. So we could migrate you into this Avenue and then modernize with a set of container and other services. So that messes working. We put on stage at VMworld and there are many of them here, two big Amazon customers, VMware cloud, Amazon, Freddie Mac and IHS market. And they were telling our tens of thousands customers at those shows and similarly many of them here, that that's the best option to be able to do things. >>Yeah, it's great. It's great by the way, because it's a frictionless migration, right? So you've got a platform that same code base working on pram, same cloud based and cloud creating a seamless integration between the two platforms. We're finding customers very in enthralled by that. I say they say they love that because it's less disruptive for them. Yeah. But at the same time they say, but eventually I want to change my operating model to really drive profits to my bottom line. So could you talk a little bit about what that journey looks like? And I'm really interested in longer term Sanjay, how you play in that. I look Mike, sorry. So the first thing I'd say that one of the real reasons I love it is because they've got a big investment today and that investment is in skills. That investment is in operational processes. That investment is in licensing and all of that comes along with them on their journey. Whether it's a migration journey or a migration to modernize journey, it's working. So when you're talking about the bottom line, like you are, this is a great play for that bottom line. >>Yeah, I know. And I'd say, listen, from our perspective, we want to take a Freddie Mac. When they spoke at VMworld, they have I think 800 applications, 50 of whom are SAS and the other 750 are custom built, deep Lee virtualized and they're going to move all of them over the course of the next 12 months. I fell off my chair when I, when I heard how fast they planned to do it. IHS market has very a variety of very spread accounts and Amazon. Now we're going to help them move a lot of their workloads there. Once they're there, we want them to then use the tools that Amazon's bill. I'll give you two examples, maybe some of their backup tools into S3 CloudWatch some of their analytical monitoring types of tools. So there's going to be, and then of course AI database services and the best place once you've moved it there is to make sure that that migrated stack is stable. >>You have the best of the VMware tools, V center, V motion, all you know and the best of the Amazon tools. So when people start to see this, I think the myth of Sarah's saying refactor and replatform that application, which is in essence like taking a home. Okay. And having to destroy the home and completely rebuild it. Right? And that's just a meal, a waste of money and time when you could migrate it and then modernize it. So we just need to get that story well understood. Get our, you know, I, I mean Amazon probably has a few million customers. We have a half a million customers. If all of those customers can hear the story and beginning their journey with us, I think we will tip this in a way. Starting >>to tip, to get the, back to the point of your question as well. Look, our two companies have been engineering these solutions together deeply. So this just isn't a paper arbiters. Yeah. This is an engineering partnership that started years ago and what that means is as customers migrate to a beam ware on AWS, now they have access to over 175 AWS services, can it, right. Significant native access to a broad range of services that they can continue to innovate, identify new business models and it all seamlessly integrates back into a single platform. >>Yeah. One of the things I always said when I talked to Andy and Amazon folks is that the competitive advantage of the businesses scale and also the new announcements that come in. So one of the things we heard yesterday from a customer, uh, one of your joint customers was, you know, I asked him about outpost, which you guys now are going to ship in 2020, which was announced you already got native outpost, general availability. He goes, look it, we'd love VMware. We could probably look at VMware and kind of poke at things, maybe do things differently. But frankly I don't want to have to rearchitect my stack because I want the data science stuff from studio a Sage maker studio because the demand for the business results is coming in from the new capabilities. So this seems to be the trend where the migration is just lift and shifts, keep the operational flow going, foundation and the business value over the top is whatever you guys can bring in from an NSX and then the apps. Is this something that you're hearing more of? Because this points to all of us, the discussion around the platform is irrelevant because the business value is coming in from the data. Yeah. What, how do you guys react to that? Is that something that you're hearing? >>Well, the first thing I would say is the, you know, the pundents will tell you that by 2020 90% of customers will be in a hybrid model. So you know, the migration is, you talk about is in play and, and arguably 2020 will be the year of the most migrations in history if those pendants are correct. Right. And so that gets a lot of customers in the mode of being able to leverage a BMC and then be able to take advantage of all the, you know, the extensive amount of data services we have available. But if you ask me, where do you know, what are the, what are the big reasons driving the migration? It's traditional economics, right? It's, I'm, I don't need to be a capital expense heavy organization anymore. Why do I have to build data centers? Why do I have to extend data centers? Why am I building, why am I buying air conditioning that's not differentiating my business? Right? All of those things are creating drivers for this migration. Now as you begin the migration, that's when you begin to see, wow, imagine the simplicity of the same code base, same operational processes. I don't have to retrain a bunch of people just moving it right onto the cloud and now let me really dig in to the new services available from AWS. Look for those new business. >>I suppose having that focus of differentiation and VMware and saying, let's keep it and expand it to the edge and do things like that. And yeah, absolutely. I mean, listen, I think they had Cerner yesterday on stage and I think it was interesting to hear the CEO, they're talking about three verbs, migrated, modernize, and innovate. I mean that's the thing thing. So I think when you, when you start to see that becoming a very active dialogue, not just from CEOs but from CEOs and boards that are saying, listen, you know, part of the reason we want to move to the cloud is an increase our bruiser agility. It's not just a cost reduction. Yeah. I mean I don't need to have 80 data centers have, I could have half a zero a one or two so that I get, but beyond cost, if we can kind of get agility going faster. >>And for many of these folks, I think when I sit down in their customer advisory councils, when I, when we are advising them, they're all trying to serve their customers better, get data to become sort of the oil of their ability to make decisions better and AI and analytics sort of help in that area. And then of course, getting more efficient in lowering costs and risks. And I think when you're doing it, the scale that both of us have experienced doing, we understand data centers really well. We've software defined them for 20 years. These guys understand cloud probably better than anybody else. When we bring that sort of scale together and as Mike pointed out, a deeply engineered solution, we have a, we have a significant R and D investment in this and we're doing that jointly with them. When I often sit down in our joint QPRs, I joke about it with Mike and Andy and others, I sometimes forget, is that a VMware person speaking or an Amazon person because there's finishing each other's sentences. So there's a lot of that joint trust they've built and we just now have to keep showing that this is a solution that's innovating every three months because you're running on monthly and quarterly cycles and get large customers. I mean to us now, it's less so about the noise of getting everybody on stage. It's much more of a showing customer attraction. >>So I wonder if we could talk about one of the other big problems in the industry. Mikey talked about deep engineering and you guys are, you know, you're never done right, but you've solved that problem or solving that problem of making it easy for customers, VM-ware customers to run in the cloud. There's another big problem it could be concerned about customers is security and there seems to be somewhat of a dissonance. And I wonder if you could share with us maybe some of the thinking around this. So Steven Schmidt for instance, who is Amazon CSO says, Hey, the state of security in the cloud is, is great. And it is, it's, you know, you don't have a lot of technical debt coming in to the game. Pat Gelsinger is saying, Hey, you know, security, the state of security in my world is broken. So what's the conversation with you guys in terms of addressing that big concern on the minds of CEOs? And >>yeah, I'll start and they might feel free to add them. Thomas, I mean we've talked to Steve, we're like Steve, he's a very, he's a, he's an innovator and a thought leader in security. We're coming at it from a place that's complimentary to some of the point of views of, of Amazon. Um, and I shared this at our last VM world discussion. When we look at the, the, the control points of security where traditional security spent network, endpoint, identity, cloud and analytics, those are five, four control points where a lot of security is spent inside the $50 billion security market. We picked two that we're going to do really well. The network and endpoint NSX has been doing really well there. Now granted a bunch of that is on prem. It's replacing or complimenting Cisco, Palo Alto, checkpoint fire, a flash for a railroad bed, F five NetScaler spent. >>And now that business 13,000 customers in has become a 40, 50% of its security use cases. The network we just acquired, carbon black aide runs on the Amazon platform. It runs, uh, a next gen endpoint security. That's, you know, an evolution from the old world of Symantec, McAfee, you know, and there were only two vendors doing this at scale carbon black and CrowdStrike, we built, we built, we bought the better one. So when you put those together and collect a significant amount of telemetry from that, we think we could do something highly differentiated and security. So VMware, his goal and to the extent that Amazon or others are doing things in security that compliment our view of it, we'll build on it, right? Whether it's identity and access tools, whether it's load balancers, whether it's security, event management capabilities. >>Well we're in, we're integrating those two into the security in the cloud, which makes it seamless security, which is critical. >>Goal would be, listen, when we go and when we talked about this is what we're doing, security, we go to Mike and Andy and Steve and said, listen, this is our ambitions and security. We don't view Amazon as a competitor. And that's why he's very much complimented. They'll will be on the fringes. They have a load balancer. We now have a cloud. But that's okay. But that's the bigger part. If they were going off for endpoint security, as we be competitive there, if they were going up in network secure, but they're not. So I think when we share our intents, which we do very openly, we have open kimono sessions. He, this is where we are, this is where we're going. That's what we, and we go deep in that >>trust luck, but this is a historic partnership. This is not a partnership that I've seen anywhere in the industry in my 35 years. This is something that's at the next level and I think you'll look back, history will look back at this partnership and and recognize that its impact on cloud is going to be substantial. >>You hope you guys deserve a lot of credit and again, the critics were critical of the announcement. We were obviously favor, we saw the vision, but I think what surprised me most is that the spend numbers reflect is you guys clarified your cloud play with this move. The customers saluted it 100% they were on board and the numbers are showing it, but as Andy and you guys go to the next level, I got to get your thoughts on this trend of transformation. We have two means. We started in the cube this week. One was if you take the T out of cloud native, it's cloud naive. And the other one is what I said in my post about being reborn in the cloud. So you've got born in the cloud, startups and growth and enterprises were becoming reborn, okay? In the cloud, which means they're transforming. >>So as that trillions of dollars that are coming into the migration, you look at the numbers, there's only 20% of it spend in cloud. Roughly give or take. You're talking about trillions of dollars of new money. You guys are the commercial guys. Hey look, it's still day one for the cloud. It's still day one. I agree. You have a lot of people who might not make the migration, might die of starvation. Okay? As they move to the new model, you guys are out there have to take and you're going to go get that cash. What are you guys seeing? Cause this is a big trillions and trillions of dollars are on the table. You started Mike off. Well look. So, >>you know, uh, Sanjay talked about you see these customers and how enthusiastic they are about the opportunity here, right? And, and Freddie Mac's a great example of 100 million lines of code, and I've got to get out of three data centers in 24 months. Bam, they're out in 10, 10 months, 10 months, right? Um, 100 million lines of code over hundreds of, of applications done in 10 months. Now imagine the rest that the company can do now that they got that behind him, right? And that's what we're seeing is this partnership enables our customers to get a bunch done very economically, much faster, and now they can get onto the other things that they need to do. >>Yeah. And I'd build on that. Listen, you know, we track about a trillion dollars of it spend. And if you add up all of the cloud spend today, it's probably a, I mean, Amazon and Salesforce are probably the biggest in infrastructure and apps. It's probably 150 billion in total cloud spend, maybe 200 billion. So that's 15 to 20% of the total it spend, which is massive, but it's still as, as my points, that's early innings is that 20% it's probably going to become 50% at some point soon, right? If you look at the pace at which the cloud companies are growing, so the key question is, is going to go as 150 billion, the 1 trillion total number is going to grow, but probably a little bit faster and GDP most every 5% max, who's going to go grab that 150 Boone as it goes from 150 billion to 500 billion and the on premise spend slows down. >>Right? Um, I think that, you know, I think Amazon is very well positioned and from our perspective at VMware, we have a, you know, 10 $11 billion business. We're trying to tilt this increasingly more cloud. We announced our earnings call, 13% of it now is hybrid cloud and SAS, that 13% should become 2025 50. They are a pure cloud company. 100% of their businesses is cloud. We're in that transition. But why are we in that transition? Because we see that 150 billion of it spend likely becoming 500 billion. And if we don't get it somebody else's well hybrids, are we a tailwind for you guys? Because outpost is actually a statement that says hybrid at the edge. Now the data centers an edge, you've got edge. What is an edge? So cloud operations is now the standard and we, I mean, we actually coined the term hybrid six years ago and everyone could five, six years ago and everyone really laughed at us and now I think it's being validated. So it's, it's very gratifying now that Amazon has a similar vision to hybrid as us. Uh, we believe both the VMware cloud on Amazon outpost and BMR cloud running on outpost, we're very committed to that joint vision. >>Yeah. You're talking about the spending data and you know, VMware yet another revenue hit. I was pretty consistent in that and that standpoint. But if you look at the spending data, virtually every sort of traditional company with very few exceptions is you're seeing a share shift to the cloud. VMware is an exception. It didn't use to be that way a couple of years ago, but you're embracing the cloud really changed and became, you may cloud a tailwind right now to headwind. >>I think this partnership helped in that area and you put it right, right. Everything in life is either an opportunity or a threat. I think, and I've talked about it in your show before, cloud and containers were a significant threat. When I joined Amazon, sorry, when I was partners with Amazon, I joined VMware six years ago. I asked Pat and I said, listen, I think the threats to VMR, Amazon and Docker in 2013 now Docker is a whole different story. Kubernetes took their head out. Uh, but to our credit we joined credit, we partnered here and I think from our perspective, see, we at VMware aren't able to do a complete pivot like Adobe did to say burn the boats on, on premise and completely shift everything. SAS. Why? Because customers still want NSX on prem. Customers still want our HCI product on prem. People are still buying vSphere on prem. >>So we've got this more delicate balance of starting to shift and on-prem business. The aircraft carrier, you know at the time, 5,000,000,005, six years ago now, 11 billion to something that's a blend of on prem and cloud. While the cloud part grows a lot faster, that 13% of revenue we announced our earnings call is growing 40% yeah. So we can keep that growing foster and foster while the on-prem business is not decaying, it's still growing but not growing at the same pace, plus changing its end, make that transition a few years from now to being a lot more of a cloud company. >>The other thing you're seeing in the spending data, I wonder if you could comment is, you know, digital initiatives really started in earnest, let's say 2016 and people were doing a lot of experimentation. They were throwing everything for the new stuff against the wall. And what we're seeing now is they're narrowing the new and they were keeping the legacy stuff around because they were sort of running in parallel to hedge their bets. What we're seeing now is less experimentation in the new, and they're starting to unplug some of the older stuff. What they're not unplugging is cloud and they're hanging on to VMware and we're seeing, you know, spending levels revert to pre 2018 levels. I wonder what you guys are seeing at the macro. >>Well, the first thing I would say is I see experimentation continuing to accelerate, right? All of the new functionality that we bring out every day. Everybody's excuse, you're the sandbox for us. It's very invigorating because we love people to experiment and, uh, and we, you know, a lot of those experiments turned into amazing new startups as an example. And, or a bunch of those experiments turned into major new project projects in our, in our big, uh, enterprises. So we're continuing to see a real push towards experimentation and driving agility into the business. I don't know. Yeah, >>no, I, well, Mike, I'd agree. I mean, listen, we in some senses, uh, we have a very good strong, you know, on-premise business and when we see a really innovative company that's in the order of 33 35%, that's already 35 three 35 billion growing in the forties 30 to 40% I mean that's incredible. When we see companies like Salesforce and Adobe that are giant SAS companies approaching, you know, 10 1115 20 billion growing 2020 5% I think that infrastructure is a service and SAS business for us are trailblazers of where this cloud is headed now, these, the biggest companies in infrastructure and in SAS and we follow that. Now we have to then navigate to say, listen, the growth rates and the spending is going to be reflected by cloud spend that's heavily spending on there. And the way in which the on premise world is what spending, we have a bunch of hardware companies, we work very closely. >>We're watching how that spending is, is playing OD, whether it's Cisco, whether it's HP, whether it's Lenovo, Dell and others. And then of course we've got VM. We're sitting right in between and I think what we're trying to manage as you got a whole world of on-prem driven primarily by hardware companies. You've got a bunch of these cloud new companies, Amazon, Salesforce, Adobe, and we have a right in the middle saying, okay, listen, we want to be dragged by both while many of our customers still want some on prem. It's a delicate balance, but there's no, um, I mean we are very clear within VMware. We want to be led by a cloud first policy wherever we can. I'll give you an example. Workspace one, manage these devices. We want a company five years ago named AirWatch, why did we buy them versus somebody else? >>It was cloud. It was cloud-first that business now and use a computing has stilted itself to be primarily cloud-based, very subscription-based. It was on premise VDI at the time Mike was at the company six, seven years ago. It's become now completely cloud based on the back of a workspace one, you know, kind of thing. So that's how we're thinking about it. The new acquisitions we've done, whether it's carbon black, whether it's Velo club, it's CloudHealth. They're all cloud-based. Well, you guys made a good bet on cloud operations. That's the real shift. The cloud operation model is right in your wheelhouse. You guys have operators, VMware, you guys have cloud operations everywhere now edge with outpost. Congratulations. I want to say, Sanjay, it's been a great journey with you. You've been with the cube all 10 years. All seven years. We've been actually the 10 year anniversary. >>We've been documenting the history. Wow. The historic moments like you guys together writing AWS, really appreciate it. and of course that was good to see more action coming. Cloud 2.0 next gen. Cloud competition controversies. I mean what? You can't ask for a better movie here. John. Dave, I'm going to, we're going to bring mugs next time. Okay. We're going to have mugs.. I'm John for Dave a lot. They saw Jay Poon and Mike Clayville, the leaders, senior leaders of AWS and VMware out with their customers here on the queue. This is our AWS Intel set in the middle of the floor here at reinvent 2019 our seventh year. Thanks for watching more coverage day two of the queue. We'll be right back.

(upbeat music) >> Hi, everybody, we're back. This is Dave Vellante with theCUBE. We're here talking storage at Amazon in Boston. Asa Kalavade's here, she's the general manager for Hybrid and Data Transfer services. >> Let me give you a perspective of how these services come together. We have DataSync, Storage Gateway, and Transfer. As a set of Hybrid and Data Transfer services. The problem that we're trying to address for customers is how to connect their on premises infrastructure to the cloud. And we have customers at different stages of their journey to the cloud. Some are just starting out to use the cloud, some are migrating, and others have migrated, but they still need access to the cloud from on-prem. So the broad charter for these services is to enable customers to use AWS Storage from on-premises. So for example, DataStorage Gateway today is used by customers to get unlimited access to cloud storage from on-premises. And they can do that with low latency, so they can run their on-prem workloads, but still leverage storage in the cloud. In addition to that, we have DataSync, which we launched at re:Invent last year, in 2018. And DataSync essentially is designed to help customers move a lot of their on-premises storage to the cloud, and back and forth for workloads that involve replication, migration, or ongoing data transfers. So together, Gateway and DataSync help solve the access and transfer problem for customers. >> Let's double down on the benefits. You started the segment just sort of describing the problem that you're solving, connecting on-prem to cloud, sort of helping create these hybrid environments. So that's really the other benefit for customers, really simplifying that sort of hybrid approach, giving them high performance confidence that it actually worked. >> Maybe talk a little bit more about that. >> So with DataSync, we see two broad use cases. There is a class of customers that have adopted DataSync for migration. So we have customers like Autodesk who've migrated hundreds of terabytes from their on-premises storage to AWS. And that has allowed them to shut down their data center, or retire their existing storage, because they're on their journey to the cloud. The other class of use cases is customers that have ongoing data that they need to move to the cloud for a workload. So it could be data from video cameras, or gene sequencers that they need to move to a data pipeline in the cloud, and they can do further processing there. And in some cases, bring the results back. So that's the second continuous data transfer use case, that DataSync allows customers to address. >> You're also talking today, about Storage Gateway high availability version of Storage Gateway. What's behind that? >> Storage Gateway today is used by customers to get access to data in the cloud, from on-premises. So if we continue this migration story that I mentioned with DataSync, now you have a customer that has moved a large amount of data to the cloud. They can now access that same data from on-premises for latency reasons, or if they need to distribute data across organizations and so on. So that's where the Gateway comes into play. Today we have 10's of thousands of customers that are using Gateway to do their back-ups, do archiving, or in some cases, use it as a target to replace their on-premises storage, with cloud backed storage. So a lot of these customers are running business critical applications today. But then some of our customers have told us they want to do additional workloads that are uninterruptible. So they can not tolerate downtime. So with that requirement in mind, we are launching this new capability around high availability. And we're quite excited, because that's solving, yet allowing us to do even more workloads on the Gateway. This announcement will allow customers to have a highly available Gateway, in a VMware environment. With that, their workloads can continue running, even if one of the Gateways goes down, if they have a hardware failure, a networking event, or software error such as the file shares becoming unavailable. The Gateway automatically restarts, so the workloads remain uninterrupted. >> So talk a little bit more about how it works, just in terms of anything customers have to do, any prerequisites they have. How does it all fit? >> Customers can essentially use this in their VMware H.A. environment today. So they would deploy their Gateway much like they do today. They can download the Gateway from the AWS console. If they have an existing Gateway, the software gets updated so they can take advantage of the high availability feature as well. The Gateway integrates into the VMware H.A. environment. It builds up a number of health checks, so we keep monitoring for the application up-time, network up-time, and so on. And if there is an event, the health check gets communicated back to VMware, and the Gateway gets restarted within, in most typical cases, under 60 seconds. >> So customers that are VMware customers, can take advantage of this, and to them, it's very non disruptive it sounds like. That's one of the benefits. But maybe talk about some of the other benefits. >> We saw a large number of our on-premises customers, especially in the enterprise environments, use VMware today. And they're using VMware HA for a number of their other applications. So we wanted to plug into that environment so the Gateway is as well highly available. So all their applications just work in that same framework. And then along with high availability, we're also introducing two additional capabilities. One is real time reports and visibility into the Gateway's resource consumption. So customers can now see embedded cloud watch graphs on how is their storage being consumed, what's their cache utilization, what's the network utilization. And then the administrators can use that to, in fairly real time, adapt the resources that they've allocated to the Gateway. So with that, as their workloads change, they can continue to adapt their Gateway resources, so they're getting the maximum performance out of the Gateway. >> So if they see a performance problem, and it's a high priority, they can put more resources on it-- >> They can attach more storage to it, or move it to a higher resourced VM, and they can continue to get the performance they need. Previously they could still do that, but they had to have manual checks. Now this is all automated, we can get this in a single pane of control. And they can use the AWS console today, like they do for their in cloud workloads. They can use that to look at performance of their on-premises Gateway's as well. So it's one pane of control. They can get CloudWatch health reports on their infrastructure on-prem. >> And if course it's cloud, so I can assume this is a service, I pay for it when I used it, I don't have to install any infrastructure, right? >> So the Gateways, again, consumption based, much like all AWS services. You download the Gateway, it doesn't cost you anything. And we charge one cent per gigabyte of data transfer through the Gateway, and it's capped at $125 a month. And you just pay for whatever storage is consumed by the Gateway. >> When you talk to senior exec's like Andy Jassy, always says "We focus on the customers." And sometimes people roll their eyes, but it's true. This is a hybrid world. Years ago, you didn't really hear much talk about hybrid. You talked to your customers and say, "Hey, we want to connect our on-prem to the public cloud." You're bringing services to do that. Asa, thanks so much for coming to theCUBE. Appreciate it. >> Thank you, thanks for your time. >> You're welcome. And thank you for watching everybody. This is Dave Vellante with theCUBE. We'll be back right after this short break. (upbeat music)

>> from Burlingame, California It's the Cube covering Suma logic Illuminate 2019. Brought to You by Sumer Logic >> Hey, welcome back, everybody. Jefe Rick here with the cue, We're at the higher Regency San Francisco airport. Here. It's Suma logic. Illuminate 2019. It's our second year here, the third year of the show. I think it's about 1000 people that Kino was packed. A lot of great energy, a lot of good community as we see a lot of these smaller show, especially when they're getting started. It's all about community is a lot of sharing of information. It's a really cool time in the life of these companies. Worksite have our next guest slightly irreverent cool culture will dig into it a little bit with Justin bike. Oh, he is the co founder of Expelled Justin Creek to see >> likewise. Thanks for Thanks for having me. >> Absolutely. So give us the give us a rundown expel what you guys all about. >> So in a nutshell, were a 24 73 65 transparent, manage security provider. What that really means is on a 24 hours a day, seven days a week basis. We're looking for you know, signs. They're bad guys inside your environment. If they're there, we're gonna tell you they're they're gonna tell you what they're up to and help you get >> rid of them. Now, the transparent word comes up time and time again, Looking at some of your guys materials that transparent in terms of we can see inside the black box and how you're operating is that transparent. Like we're just going to tell you and show you what transparency is Obviously a really important piece of your messaging. >> Yeah, kind of all of the above. We try to take it to heart and try to really mean it. I think the easiest way to think about it is we want our customers to feel like we're just another part of their team. Right. And the easiest way for us to do that is to let them be a part of what we do on a day in and day out basis. That means if they want a ride shotgun with us when we're working an incident, they can They can watch everything that we do. Watch the investigation unfold in real time if they want to get in there and work with us. They certainly have the ability to do that. And then, you know, we take transparency pretty far. We put our real actual prices on our website, which is not something you see a lot of security companies do. So we just try to be as up front as we can be in the way that we approach dealing with our customers and working with him over time. >> Right? So we we cover our say, we've been covering our safe forever. It's it's 40,000 people at Mosconi. Few is more vendors than you can count, all talking about security. So, you know, you're in the year in the business and then remain in his keynote, put up a security section, had a whole bunch of companies. How did people sort this? I always think of the poor CEO on the other side is being told, you know, you got a big security in every place. You've gotta have a B A B Y o d was using their own iPhones and now we got I t With all these connected devices, the threat surfaces expanding geometrically. How should people think about security? How do you guys play in this kind of morass of complexity. >> You know, it's an interesting question how people deal with it. I think that's why you're starting to see a lot of these really strong in a lot of cases, sort of regional and local see. So groups start to form right because they want to get together and actually talk about a. I'm dealing with this challenge. What do you do and how are you handling this problem? And the only way to do that is to learn from appears, right. Everybody's in this fight together. As for how we fit in, one of the things that we try to do is help customers who have made a lot of investments in a lot of different security technology make sense of it. All right, so you've got 56789 10 20 pieces of security technology. They're deployed there, all blinking red lights of like, Hey, this might be a threat. This might be an intruder inside your infrastructure, and you've got a handful of people that work Monday through Friday, 8 to 5 ish. Somebody's gotta look at that all day long, and that's what we're there for. So our job is to make space for our customers, to do the things they actually love about security instead of just sitting there trying to keep up with a constant, you know, basically overflow of alert. >> Right? And you guys are socking the service. Is that Is that a hard sell? Is that easy sell to people? Understand? They need kind of the augmentation. How does that how does that go over with the customer? It has >> been, I think it's over the years it's become, I think, an easier thing for people to wrap their head around. Because at the end of the day, everybody is infrastructure to grow and write. Their footprint of what they need to protect is growing. They can't. Still, nobody can hire enough people that they need. That's a pervasive problem. It's a top five c. So problem has been for you will never go for a long time. So you've got all this security technology. You get the whole network instrument and then suddenly the business moves to the cloud. You have two instrument that too, and you have to do it using the team that you've gotten. That's not enough people And so what choice do you really have? You need somebody to come in and help provide that 24 7 coverage. There's certain things that your security at the institute, that on Lee be done from inside the business. Right things. They remove your program forward, let your team focus on that and all the stuff around monitoring technology to look for signs. They're bad guys in the environment. Let a provider like expel, help you out, >> right? So let me get your take on kind of the explosion of data. But both the quantity of the date as well as the sources of the data, as well as the structure of the date or the lack of structure in a lot of this data, it's growing exponentially right in people. And we all have our time kind of wrapping our heads around exponential growth, one of the kind of the fundamental problems that we have from your point of view, as you see this and you see your customer struggling with it and interests. Other kind of dichotomy is, Is it? Is it is it Is it asset? Of course, there's a lot of good stuff in there hopefully, But it's also liability because it's expensive. It's expensive. The hold. It's expensive to move. It's expensive to store. How do you help people deal with Keep it secure in this explosion of data environment that we are. >> You know, if there were a silver bullet, answer that question, we'd probably be the only security company in existence. >> They would be on a boat >> in >> the Caribbean or >> something like that, you know, being able to apply the technology that we're, you know, that we can bring to bear, which helps our analysts take all of these different disparate data sources. So we can take your I d. S. We can take your e t r. We can take your cloud control platform, your cloud control plane like an aws cloudwatch cloudtrail all that sort of stuff, bring it in one place, makes sense of it, put it together in a way that contextualized is it against what we know about your business. That's ah, whole lot of the battle right there is just being able to help somebody sort of understand what's going on. What does it mean to my business? What do I do about it? What do I do next on? If you can free up that chunk of time, you let the customer focus on those sort of more tactful things that they need to do inside their business, which is, you know, what's the next big evolution of security inside? You know our company, >> right? The word assume a logic fit in for you guys were here, obviously at the sumo logic event. And you know, the scale of the complexity of this stuff is getting beyond the ability of a human keep track of quite frankly. So there's got to be some automation. There's got to be tools. Even though you guys were transparent, there's just there's just some things I can't look into. How are using similar logic? How's it helping you do your business? You >> know, our partnership with Suma Logic came about actually from our 1st 2 customers who are actually symbolize your customers. And so they're sending all of their infrastructure data. They're sending all their security data and assume a logic, and they came to us and they said all that it is there. If you want to monitor our infrastructure, start there right on our ability because it lives in the cloud. There's no sort of management for the customer to do our villages plug right into that and immediately, like within an hour, to start getting security value out of what the customer has inside Suma Logic is, it's pretty substantial to be able to just start immediately telling him, giving him visibility into what's going on. So that's kind of how the relationship came about and how we worked with him today is we find that again. A lot of our customers have just a ton of data, security or otherwise that they need to store. They need to do it in a place that's going to scale with, um, so your traditional on Crim. You know, it's like a more old school Sim. We just gotta keep buying drives and buying drives and buying more and more places to store things. It's a tough life, right? So Cloud hosted platform, like Suma Logic lets you continue to scale, lets you quickly and easily search that they didn't do it in a reasonably cost effective way. It's a great way for us to work with customers. You don't have any visibility today. We know the folks over assume a logic really well, it's super easy to get up and running and get it up really quickly. It's easy for us to plug into. We can get you visibility in your environment really, really fast. If you don't have any today, >> so is that enabled you to bring a different scale of data to bear on your analytics is too. We know there's bad guys in there. You know how fast you can find him and shut him down to take action? >> I think so. Because of the way the technology with Suma logic scales that lets customers send more data, then they may have otherwise ordinarily sent toe like a more traditional Sam or something like that on what that does is that gives us more data to look at when we have more today to look at. We have more visibility and what's going on the customer environment. We can start delivering more value to them. Tell you hey, did you know this is going on over here something you weren't previously looking at because it scales reasonably well. That's something that we can start doing for >> her just because you have a good kind of macro point of view on multiple customers and the market. I just love to get your take on now. We used to hear all the time that, you know, the time between the breach and the knowledge of a breach was like 260 days. Whatever. And we keep hearing whatever show you out. It's coming down. It's coming down, coming down, but at the same time, pretty much every day. You know, you hear about a new breech and it's it's it's, I think everybody is going to be breached, it seems like, and it's really more of a function of How fast can you find out? You know, how quickly can you can you cut down on the damage and take the action? And I wonder if you could share your thoughts of kind of, You know, I still think some people think there's a moat strategy that you can just keep people out, and it's just it's just not, >> you know, somebody who is an attacker that's determined enough there. Well, fuck. You know, they've got enough funding. We're gonna get in and think about it like your house, right? Like, but all the doors. Put all the locks on his many doors. You want as many bars on as many windows as you want. If somebody wants it badly enough and they have enough time, they have enough planning. They have enough money, they're getting in your house, right? And so what you want to do? You want to know when they get in there so that you can react pretty quickly and so sure that like you dwell time of how long before, you know, from the time the intruder got in the environment till the time they were actually discovered. You obviously don't want that to be hundreds and hundreds of days, So it is important to figure out when they're they're what have they accessed when they're in there? So you understand what risk your date is that? Where are they In your environment? And that's the kind of thing you want to make sure that you have instrumentation to be able to see quick, because you can't. There is no silver bullet. You can't just keep the attackers out. You can't say I've prevent all these prevention mechanisms in. Nobody's gonna get in, so I don't need to worry about trying to find them once they're inside. It's just not the case. It's not really. >> And have you guys built a technological answer to social manipulation for penetration? I mean, my favorite examples are the, you know, somebody calling. You know I can't get into the company softball game. Can you please click on this or another one? I heard a Vegas. A Vegas casino was breached via that. The bomb it, er in the fish tank in the lobby. That was that was a connected thermometer so the fish wouldn't die. I mean, are we are you thinking about, you know, kind of social engineering is still a really effective way to get into these places and tools to break those kind of that access. >> Yes. Oh, social engineering. Absolutely. If you look across our customer base, the incidents and our customers deal with the number one by a long shot vector for how these companies are actually getting compromised in the first place. It's fishing, right? It's ominous. Intuit e mail. And I'm gonna convince you to click on this link, or I'm gonna convince you to open this file or I'm gonna convince you to give me a password or something like that, because at the end of the day, some of these things are pretty good and it's hard to spot a fake. It's just really difficult spot a fake if it's well tailored. A lot of the security companies and I'll give credit to a lot of the infrastructure. Providers like Google have done a really good job at trying to flash warning signs. You've never received an E mail like this from this person before. You've never received an e mail from this person with an attachment. You've never received an e mail from this person with, you know, from this domain or anything like that. They're starting to get more and more sophisticated around some of those mechanisms. But at the end of the day, social engineering fishing, that is the number one vector. It's a really hard problems. All then the security industry hasn't solved yet. >> Yeah, All right, well, let's get his job security for you. Well, Justin, thanks for taking a few minutes and really enjoyed the conversation. Thanks for having me. Alright. He's Justin. I'm Jeff. You're watching the Cube. Were Touma logic illuminate in San Francisco Hyatt Regency? Thanks for watching

>> from our studios in the heart of Silicon Valley, Palo Alto, California It is a cute conversation. >> Welcome to this cube competition here at the Palo Alto Cube Studios. I'm John for a host of the Cube. Were here a special guests to keep alumni investor An entrepreneur who do Sudhakar, would you Good to see you again, John. Always a pleasure. You've been on as an entrepreneur, founder. As an investor, you're always out. Scour in the Valley was a great conversation. I want to get your thoughts as kind of a guest analyst on this segment around the state of the Union for Enterprise Tech. As you know, we covering the price tag. We got all the top enterprise B to B events. The world has changed and get reinvent coming up. We got VM World before that. The two big shows, too to cap out this year got sprung a variety of other events as well. So a lot of action cloud now is pretty much a done deal. Everyone's validating it. Micro cells gaining share a lot of growth areas around cloud that's been enable I want to get your thoughts first. Question is what are the top growth sectors in the enterprise that you're seeing >> papers. Thank you for having me. It's always a pleasure talking to you over the years. You and me have done this so many times. I'm learning a lot from you. So thank you. You are so yeah, I think Let's dig into the cloud side and in general market. So I think that there are 34 areas that I see a lot that's happening a lot. Cloud is still growing, a lot 100% are more growth and cloud and dog breeders. And what is the second? I see, a lot of I T services are close services. This includes service management. The areas that service now isn't They're >> still my ops was Maybe >> they opt in that category. E I said With management, the gutter is coming with the new canticle a service management. So they're replacing idea some with a different. So that's growing 800% as a category tourist. RP according to again, the industry analysts have seen that it's going at 65 to 70% so these three areas are going a lot in the last one that I see a lot of user experience. Can you build? It's like it's a 20,000,000,000 market cap, something. So if you let it out, it's a cloud service Management services RP user experience cos these are the four areas I see a lot dating all the oxygen rest. Everybody is like the bread crumbs. >> Okay, and why do you think the growth in our P A. So how's the hype? Is it really what? What is going on in our pee, In your opinion, >> on the rumors I'm hearing or there is some companies are already 1,000,000,000 revenue run great wise. That's a lot in our piece. So it's not really a hype that really so that if you look and below that, what's happening is I'd be a Companies are automating automation. The key for here is if I can improve the user experience and also automate things. RPS started doing screen scraping right in their leaders, looking at any reservations supply chain any workflow automation. So every company is so complex. Now somebody has to automate the workflow. How can you do this with less number of people, less number, resources, and improve the productivity >> coming? R P A. Is you know, robotic process automation is what it stands for, but ultimately it's software automation. I mean, it's software meets cloud meets automation. It seems to be the big thing. That's also where a I can play a part. Your take on the A I market right now. Obviously, Cloud and A I are probably the two biggest I think category people tend to talk about cloud and a eyes kind of a big kind of territories. RPG could fall under a little bit of bulls, but what you take on a guy, >> Yeah, so I think if you look at our pier, I actually call the traditional appears to be historical legacy. Wonders and R P companies are doing a good job to transform themselves to the next level, right? But our pianist Rocky I score. It's no longer the screen skipping tradition, making the workflow understanding. So there are new technology called conversational Rp. There's actually a separate market. Guys been critical conversation within a Can I talk to in a dialogue manner like what you experienced Instagram are what using what's up our dialogue flow? How can I make it? A conversational RPS is a new secretary is evolving it, but our becomes have done a good job. They leave all their going out. A >> lot has been has great success. We've been covering them like a blanket on a single cube. Um, I got it. I got to get your take on how this all comes into the next generation modern era because, um, you know, we're both been around the block. We've seen the waves of innovation. The modern error of clouds certainly cloud one Dato Amazon. Now Microsoft has your phone. Google anywhere else really goes. Dev Ops, The devil's movement cloud native amazing, create a lot of value continues to do well, but now there's a big culture on cloud 2.0, what is your definition of cloud two point? Oh, how do you see Cloud 2.0, evolving. But >> I like the name close to party. I think it's your third. It is going to continue as a trained. So look, throw two point with eyes. I don't know what it will be, but I can tell you what it should be and what it can have. Some other things that should do in the cloud is cloud is still very much gun to human beings. Lot of develops people. Lot of human being The next addition to a daughter should have things done programmatically I don't need tens of thousands off Assad ease and develops people. So back to your air, upside and everything. Some of those things should become close to become proactive. I don't want to wait until Amazon. Easter too is done. If I'm paying him is on this money. Amazon should be notifying me when my service is going to be done. The subsidy eaters They operated Chlo Trail Cloudwatch Exeter. But they need to take it to a notch level. But Amazon Azure. >> So making the experience of deploying, running and building APS scalable. Actually, that's scales with Clavet. Programmable kind of brings in the RPI a mean making a boat through automation edge of the network is also interesting. Comes up a lot like Okay, how do you deal with networking? Amazons Done computing storage and meet amazing. Well, cloud and networking has been built in, I guess to me, the trend of networking kicks in big because now it's like, OK, if you have no perimeter, you have a service area with I o t. >> There's nothing that >> cloud to point. It has to address riel time programming ability. Things like kubernetes continues to rise. You're gonna need to have service has taken up and down automatically know humans. So this >> is about people keep on fur cloak. What should be done before the human in the to rate still done. It develops. People are still using terror from lot of scripting. Lot of manual. Can you automata? That's one angle The second angle I see in cloud 2.0 is if you step back and say What, exactly? The intrinsic properties of Claude Majors. It's the work floor. It's automation, but it's also able to do it. Pro, actually. So what I don't have to raise if I'm playing club renders this much money. Tell me what outrageous are happening. Don't wait until outage happens. Can you predict voted? Yes, they have the capability to women. It should be Probably steal it. No, not 100%. So I want to know what age prediction. I wonder what service are going down. Are notified the user's that will become a a common denominator and solutions will be start providing, even though you see small startups doing this. Eventually they become features all these companies, and they'll get absorbed by the I called his aircraft carriers. You have Masson agile DCP. They're going to absorb all this, a ups to the point that provide that as the functionality. >> Yeah, let's get the consolidation in second. I want to get your thoughts on the cloud to point because we really getting at is that there's a lot of white space opportunity coming in. So I gotta ask you to start up. Question as you look at your investor, prolific investor in start ups. Also, you're an entrepreneur yourself. What >> is? >> They have opportunities out there because we'll get into the big the big whales Amazon, who were building and winning at scale. So embarrassed entry or higher every day, even though it's open sources, They're Amazons, betting on open source. Big time. We had John Thompson talk about that. That was excessive. Something Nutella. And so what? What if I was a printer out there? Would what do I do? I mean, is there Is there any real territory that I could create a base camp on and make money? >> That's plenty. So there's plenty of white faces to create. Look, first of all your look at what's catering, look at what's happening. IBM is auto business in service management, CSL itself to Broadcom. BMC is sold twice to private companies. Even the CEO got has left our war It is. Then you have to be soldiers of the Micro Focus. The only company that's left is so it's not so in that area, you can create plenty of good opportunities. That's a big weight. >> Sensors now just had a bad quarter. So actually, clarity will >> eventually they're gonna enough companies to go in that space. That play that's based can support 23 opportunities so I can see a publicly traded company in service. No space in next five years. My production is they'll be under company will go a p o in the service management space. Same things would happen. Rp, Rp vendors won't get acquired A little cleared enough work for automation. They become the next day because of the good. I can see a next publicly traded company. What happened in the 80 operations? Patriotism Probably. Computer company Pedro is doing really well. Watch it later. Don't. They're going to go public next. So that area also, you see plenty of open record companies in a UPS. >> So this is again back to the growth areas. Cloud hard to compete on Public Cloud. Yes, the big guys are out there. There's a cloud enablers, the people who don't have the clouds. So h p tried to do a cloud hp They had to come out, they'll try to cloud couldn't do It s a P technically is out there with a cloud. They're trying to be multi cloud. So you have a series of people who made it an oracle still on the fence. They still technically got a cloud, but it's really more Oracle and Oracle. So they're kind of stuck in the middle between the cloud and able nervous. The Cloud player. If you're not a cloud player large enterprise, what is the strategy? Because you got HP, IBM, Cisco and Dell. >> So I don't know. You didn't include its sales force in that If I'm Salesforce, I want sales force to get in. They have a sales cloud marketing cloud commerce code. Mark is not doing anything in the area of fighting clothes. They cannot go from 100,000,000,000 toe, half a trillion trillion market cap. Told I D. They have to embrace that and that's 100% growth area. You know, people get into this game at some point. It'll be is already hard and 50,000,000,000 market cap. Then that leaves. What is this going to do? Cisco has been buying more security software assets, but they don't wanna be a public company, their hybrid club. But they have to figure out How can they become an arms dealer in escape and by ruining different properties off close services? And that's gonna happen. And I've been really good job by acquiring Red Heart. So I think some place really figuring out this what is happening. But they have to get in the gaming club they have to do. Other service management have begun and are here. They have to get experience. None of these guys have experienced in this day and age that you killed and who are joining the workforce. They care for Airbnb naked for we work. They care for uber. They care for Netflix. It is not betting unders. So if I'm on the border, Francisco, I'm not talking about experience That's a problem to me. Hey, tree boredom is not talking about that. That's what if I'm I know Mark is on the board. Paramount reason. But Mark is investing in all the slack. Cos then why is it we are doing it either hit special? Get a separate board member. They should get somebody else. >> Why? He wouldn't tell. You have to move. Maybe. I don't know. We don't talk about injuries about that. But I want to get back to this experience thing because experience has become the new expectation. Yes, that's been kind of a design principle kind of ethos. Okay, so let's take that. The next little younger generation, they're consuming Airbnb. They're using the serious like their news and little chunks be built a video service for that. So things are changing. What is? I tease virgin as the consumption is a product issue. So how does I t cater to these new experience? What are some of those experiences? I >> think all of them. But I think I d for Social Kedrick, every property, every product should figure out how to offer to the young dreamers how they were contributed offer to the businesses on the B two baby to see. So the eye has to think every product or not. Should I start thinking about how my user should consume this and how should out for new experiences and how they want to see this in a new way, right? It's not in the same the same computer networking. How can a deluded proactively How can a dealer to a point where people can consume it and make other medications so darn edition making? That's where the air comes in. Don't wait for me toe. Ask the question. Suggest it's like Gmail auto complete. Every future should be thinking through problem. Still, what can I do to improve the experience that changes the product? Management's on? And that's what I'm looking at, companies who are thinking like that connection and see Adam Connection security. But that has to happen in the product. >> I was mentioning the people who didn't have clouds HP, IBM, Cisco and Dell you through sales force in there, I kind of would think sales were six, which is technically a cloud. They were cloud before cloud was even cloud. They built basically oracle for the cloud that became sales force. But you mentioned service now. Sales force. You got adobe, You got work day. These are application clouds. So they're not public clouds per se they get Amazon Web service is, you know, at Adobe runs on AWS, right? A lot of other people do. Microsoft has their own cloud, but they also have applications as well. Office 3 65 So what if some of these niche cloud these application clouds have to do differently? Because if you think about sales force, you mentioned a good point. Why isn't sales were doing more? People generally don't like Salesforce. You think that it's more of a lock inspect lesson with a wow. They've done really innovative things. I mean, I don't People don't really tend to talk about sales force in the same breath as innovation. They talk about Well, we run sales for us. We hate it or we use it and they never really break into these other markets. What's your take on them? >> I think Mark has done a good job to order. Yes, acquiring very cos it has to start from the top and at the market. His management team should say, I want to get in a new space. He got in tow. Commerce. Claudia got into marketing. He has to know, decide to get into idea or not. Once he comes out, he's really taken because today, science. What is below the market cap? Com Part of it'll be all right. If I am sales force, I need to go back down. Should I go after service? No. Industry should go after entire 80 services industry. Yes or no, But they have to make a suggestion. Something with Toby Toby is not gonna be any slower. They will get into. I decide. They're already doing the eyesight and experience. They're king of experience. Their king off what they're doing. Marketing site. They will expand. Writing. >> What does something We'll just launched a platform. Yes, that's right. The former executive from IBM. That's an interesting direction. They all have these platforms. Okay, so I got together to the Microsoft Amazon, Um, Google, the big clouds and then everybody else. A lot of discussion around consolidation. A lot of people say that the recession's coming next year. I doubt that. No, nos. The consolidation continues to happen. You can almost predict that. But where do you see the consolidation of you got some growth areas as you laid out cloud I t service is our p a experience based off where looks like where's the consolidation happening? If growth is happening, they're words to tell. >> It was happening. Really Like I see a lot in cyber security. I'm in Costa Rica, live in public. You have the scaler, the whole bunch of companies. So the next level of cos you always saw Sisko Bart, do your security followed has been buying aggressively companies. So secret is already going to a lot of consolidation. You're not seeing other people taking it, but in the I T services industry, you'll start seeing that you're already seeing that in the community space. That game is pretty much over right. Even the ember barred companies, even Net are barred companies and the currency. So I think console is always going to happen. People are picking up the right time. It's happening across the board. It's a great time to be an entrepreneur creator value. They come this public. So it's like I think it's cannot anymore very time. Look to your point where the decision happens or not. Nobody can predict. But if a chance now, it's best time to raise money. Build a company. >> Well, we do. I think the analysis, at least from my perspective, is looking at all the events we go to is the same theme comes up over and over. And Andy Jassy this heat of a tigress always talks about Old Garden new Guard. I think there's two sides of the streets developing old way in a new way, and I think the modern architect of the modern era of computer industry is coming, and it looks a lot different than it. Waas. So I think the consolidate is happening on those companies that didn't make the right bets, either technically or business model wise, for they took on too much technical debt and could not convert over to the cloud world or these really robust software environment. So I think consolidations from just just the passing of holder >> seems pretty set up for a member of the first men. First Main Computing was called mainframe Era, then, with clients Herrera and Kim, the club sodas 6 2009 13 years old, the new Errol called. Whatever the name, it will be something with a n mission in India that things would be so automated. That's what we have new area of computing, So that's I would like to see. So that's a new trick, this vendetta near turn. So even though we go through this >> chance all software software sales data 11. Yeah, it's interesting. And I think the opportunity, for starters is to build a new brands. His new branch would come out. Let's take an example of a company that but after our old incumbent space dying market share not not very attractive from a VC standpoint. From market space standpoint, Zoom Zoom went after Web conferencing, and they took on WebEx and portability. And they did it with a very simple formula. Be fast, be cloud native and go after that big market and just beat them on speed and simple >> experience. They give your greatest experience just on the Web, conferencing it and better than sky better than their backs better than anybody else in that market. Paid them with reward. Thanks, Vic. He had a good >> guy and he's very focused. He used clouds. Scale took the value proposition of WebEx. Get rid of all the other stuff brought its simple to video conference. And Dr Mantra is one >> happening. The A applying to air for 87 management. A ops A customer surveys. >> So this is what our Spurs could do. They can target big markets debt and go directly at either a specific differentiation. Whether it's experience or just a better mouse trap in this case could win, >> right? And one more thing we didn't talk about is where their underpants go after is the area number. Many of these abs are still enterprise abs. Nobody really focused on moving this enterprise after the club. Hollis Clubbers are still struggling with the thing. How can I move my workload number 10%. We're closing the club 90% still on track. So somebody needs to figure out how to migrate these clouds to the cloud really seamlessly. The Alps are gonna be born in the cloud club near the apse. So how do you address truckload in here? So there's enough opportunity to go after enterprise applications clouded your application. Yeah, >> I mean, I do buy the argument that they will still be on premises activity, but to your point will be stealing massive migration to the cloud either sunsetting absent being born the cloud or moving them over on Prem All in >> all the desert I keep telling the entree and follow the money. When there is a thing you look for it Is there a big market? Are people catering there? If people are dying and the old guard is there to your point and is that the new are you? God will happen. And if you can bet on the new guard in your experience, market will reward you. >> Where is the money? Follow the money. Worse. What do we follow? Show me where it is. Tell me where it is >> That all of the clothes, What is the big I mean, if you're not >> making money in the club for the cloud, you are a fool right now. If there any company on making out making in the club as a CEO, a board member, you need to think through it. Second automation whether you go r p a IittIe automation here to make money on, said his management. Whether it's from customer service to support the operation, you got to take the car. Start off it if you are Jesse ever today and you're not making birds that cementing. I see it mostly is that still don't want to take it back. They want to build empires. The message to see what's right, Nice. Either you do it or get out. Get the job to somebody that >> I hold a lot of sea cells and prayer. Preparing for reinforce Amazon's new security cloud security conference and overwhelmingly response from the sea. So's chief security officer is we are building stacks internally. When I asked him about multi cloud, you know what they said? Multi cloud is B s. I said, Why? Because Well, we have a secondary cloud, but I don't want to fork my development team. I want to keep my people focused on one cloud. It's Amazon. Go Amazon. It's azure. We stay with Azure. I don't wanna have three development teams. So this a trend to keep the stack building internally. That means they're investing in building their own text. Axe your thoughts on that >> look, I mean, that's again. There's no one size fits all. There will be some CEOs who want to have three different silos. Some people have a hard, gentle stack like I've seen companies. Right now. They write, the court wants it, compiles, and it's got an altar cloth. That's a new irritability you're not. We locate a stack for each of them. You're right. The court order to users and NATO service is but using the same court base. That's the whole The new startups are building it. If somebody's writing it like this, that's all we have. Thing is the CEO. So there's that. The news he always have to think through. How can you do? One court works on our clothes? >> Great. You do. Thank you for coming on again. Always great to get your commentary. I learned a lot from you as well. Appreciate it. I gotta ask the final question as you go around the VC circles. You don't need to mention any names you can if you want, but I want to get a taste of the market size of rounds, Seed Round A and B. What are hot rounds? What sizes of Siri's am seeing? Maur? No. 10,000,000? 15,000,000? Siri's >> A. >> Um >> Siri's bees are always harder to get than Siri's. A seeds. I always kind of easier. What's your take on the hot rounds that are hot right now. And what's the sizes of the >> very good question? So I'm in the series the most easy one, right? Your concept. But the seed sizes went up from 200 K to know mostly drones are 1,000,000 2 1,000,000 Most city says no oneto $10,000,000. So if you're a citizen calmly, you're not getting 10 to 15. Something's wrong because that become the norm because there's more easy money. It also helps entrepreneurs. You don't have to look for money. See, this beast are becoming $2025 $5,000,000 pounds, Siri sees. If you don't raise a $50,000,000 then that means you're in good company. So the minimum amount of dries 50,000,000 and CDC Then after that, you're really looking for expansions. $100,000,000 except >> you have private equity or secondary mortgage >> keys, market valuations, all the rent. So I tell entrepreneurs when there is an opportunity, if you have something, you can command the price. So if you're doing a serious be a $20,000,000 you should be commanding $100,000,000.150,000,000 dollars, 2,000,000 evaluations right if you're not other guys are getting that you're giving too much of your company, so you need to think through all of that. >> So serious bees at 100,000,000 >> good companies are much higher than that. That'll be 1 52 100 And again, this is a buyer's market. The underpinnings market. So he says, more money in the cash. Good players they're putting. Whether you have 1,000,000 revenue of 5,000,000 revenue, 10,000,000 series is the most hardest, but its commanding good premium >> good time to be in our prayers were with bubble. Always burst when it's a bite, mark it on the >> big money. Always start a company >> when the market busts. That's always my philosophy. Voodoo. Thanks for coming. I appreciate your insight. Always as usual. Great stuff way Do Sudhakar here on the Q investor friend of the Cube Entrepreneur, I'm John for your Thanks >> for watching. Thank you.

>> live from New York. It's the Q covering AWS Global Summit 2019 brought to you by Amazon Web service is >> Welcome back. I'm stupid like co host Cory Quinn. And we're here at the end of a summit in New York City, where I'm really happy to welcome to the program first time guests, but somebody that has a nap, it's on my phone. So, Andy thing, who's the CEO of Door Dash, gave a great presentation this morning. Thanks so much for joining us. >> Absolutely happy to be here, guys. >> All right, so, you know, before we dig into the kind of your Amazon stack, bring us back. You talked about 2013. You know, your mission of the company will help empower local businesses. I think most people know, you know, door dash delivery from my local businesses. Whether that is a small place or, you know, chipotle o r like there. And I love little anecdote that you said the founders actually did the first few 100 deliveries, but it gives a little bit of the breath of the scope of the business now. >> Absolutely. I mean, when we started in 2013 you know, we started out of Ah dorm on Stanford campus and, like you said, we're doing the first couple 100 deliveries ourselves. But, you know, fast forwarding to today you were obviously at a much, much different level of scale. And I think one thing that I mentioned about it, Mikey No, a cz just We've been trying to keep up pays and more than doubling as a business every year. And it's a really fascinating industry that were in in the on demand delivery space in particular, I mean, Dara, the CEO of uber himself, said in May, which is a month and 1/2 ago. He said that you know, the food delivery industry may become bigger than a ride hailing industry someday. >> So just just one quick question on kind of food delivery. Because when I think back when I was in college, I worked at a food truck. It was really well known on campus, and there are people that 20 years later they're like stew. I remember you serving me these sandwiches, and I loved it in the community and we gather and we talk today on campus. Nobody goes to that place anymore, you know, maybe I know my delivery person more than I know the person that's making it. So I'm just curious about the relationship between local businesses and the people. How that dynamic changing the gig? Economy? I mean, yeah, you guys were right in the thick of it. No, it's a >> great question. I think. You know, for merchants, a lot of the things that we talk to them about it is you're actually getting access to customers who wouldn't even walk by your store in the first place. And I think that's something that they find to be very captivating. And it shows in the store sales data when they start partnering with the door dash. But we've also tried to building our products to really get customers to interact with the physical neighborhoods. Aaron the most concrete example of that as we launch a product called In Store in Star Pickup Chronic, where you can order online, skip the line and pick up the order yourself in the store, and I think a way we can build the AB experience around that, you know, you're gonna actually start building kind of a geospatial. Browse experience for customers with the door dash app, which means that they can get a little bit more familiarity with what's around them, as opposed to just kind of looking at it on their phones themselves. All right, >> so the logistics of this, you know, are not trivial. You talked about 325% order growth. You know, your database is billions of rose. You know, just the massive scale massive transaction. Therefore, you know, as a you know, your nap on. You know the scale you're at technology is pretty critical to your environment. So burgers inside that a little? >> Yeah. I mean, we're fortunate enough, and you and I are talking before the show. I mean, we're kind of born on the cloud way started off, actually on Roku. Uh, back in 2013 we adopted eight of us back in 2015. And there's just so many different service is that Amazon Web services has been able to provide us and they've added more overtime. I think the one that I talked about, uh was one that actually came out only in early 2018 which is the Aurora Post product. Um, we've been able to sail our databases scale up our analytics infrastructure. We've also used AWS for things like, you know, really time data streaming. They have the cloudwatch product where it gives us a lot of insight into the kind of our servers are behaving. And so the eight of us ecosystem in of itself is kind of evolving, and we feel like we've grown with them and they're growing with us. So it's been a great synergy over the past couple of years >> as you take a look at where you started and where you've wound up. Can you use that to extrapolate a little bit further? As far as what shortcomings you seeing today? That, ideally, would be better met by a cloud provider or at this point is it's such a simpatico relationship is you just alluded to where you just see effectively your continued to grow in the same simple directions just out of, I guess, happenstance. Yeah, it is a >> good question. I think there are some shortcomings. For example, eight of us just recently launched and chaos, which is their in house coffin solution. We're looking for something that's kind of a lot more vetted, right? So we're considering Do we adopt eight of us version or do we try to do it in house, or do we go with 1/3 party vendor? That's >> confidence. Hard to say no to these days. >> Yeah, exactly. And I think, you know, we want to make sure that we are building our infrastructure in a way that way, feel confident in can scale. I mean, with Aurora Post Chris, it's done wonders for us, but we've also kind of been the Pi. One of the pioneers were eight of us for scaling that product, and I think we got kind of lucky in some ways they're in terms of how it's been ableto pan out. But we want to make sure the stakes are a lot higher for us now. And so you know, when we have issues, millions of people face issues, so we want to make sure that we're being more thoughtful about it. Eight of us certainly has matured a lot over the past couple of years, but we're keeping our options open and we want to do what's best for our customers. Eight of us more often than not has a solution, but sometimes we have the you consider other solutions and consider the back that AWS may or may not. So some of the future problems. >> Oh yeah, it's, I think, that it's easy to overlook. Sometimes with something like a food delivery service. It's easy to make jokes about it about what you're too lazy to cook something. And sure, when I was younger, absolutely then I had a child. And when she wasn't going to sleep when she was a baby, I only had one hand. How do I How do I feed myself? There's an accessibility story. People aren't able to easily leave the house, so it's not just people aren't able to get their wings at the right time. This starts becoming impacting for people. It's an important need. >> Yeah, and I think it's been awesome to see just how quickly it's been adopted. And I think another thing about food delivery that you know people don't necessarily remember about today is it was Premier Li, just the very dense urban area phenomenon, like obviously in Manhattan, where we are today who delivers existed forever. But the suburbs is where the vast, vast majority of the growth of the industry has been and you know It's just awesome to see how this case has flourished with all different kinds of people. >> I have to imagine there's a lot of analytics that are going on for some of these. You said. In the rural areas, the suburban areas you've got, it's not as dense. And how do you make sure you optimize for people that are doing so little? So what are some of the challenges you're facing their in house technology helping? >> Exactly? Yeah. I mean, with our kind of a business, it's really important for us again to the lowest level of detail, right? Just cause we're going through 100 25% year on year in 2019 maybe we're growing faster in certain parts of the United States and growing slower and others, and that's definitely the case. And so, uh, one of the awesome things that we've been able to leverage from our cloud infrastructure is just the ability to support riel, time data access and our business operators across Canada. In the United States, they're constantly trying to figure out how are we performing relative to the market in our particular locality, meaning not just, you know, the state of New York. But Manhattan, in which district in Manhattan. Um, all that matters with a business like ours. Where is this? A hyper local economy? And so I think the real time infrastructure, particularly with things like with Aurora the faster up because we're able to actually get a lot of Reed. It's too these red because because it's not affecting our right volume. So that's been really powerful. And it's allowed our business operators to just really run in Sprint. >> So, Andy, I have to imagine just data is one of the most important things of your business. How do you look at that as an asset is their, You know, new things. That new service is that you could be putting out there both for the merchants as well for the customers. Absolutely. I think one of >> the biggest ones we try to do is you know, we never give merchant direct access to the customer data because we want to protect the customer's information, but we do give them inside. That's how they can increase their sales and target customers. I haven't used them before, So one of the biggest programs we launched over the past few years is what we call Try me free so merchants can actually target customers who've never place an order from their store before and offer them a free delivery for their order from that store. So that's a great way for merchants acquire new customers. And it's simple concept for them to understand. And over time we definitely want to be able to personalize the ability to target the sort of promotions on. So we have a lot of data to do that on. We also have data in terms of what customers like what they don't like in terms of their order behavior in terms of how they're raiding the food, the restaurant. So that kind of dynamic is something that is pretty interesting Data set for us to have. You know, you look at a other local companies out there like Yelp, Google Maps. They don't actually have verified transaction information, whereas we d'oh. So I think it's really powerful. Merchants actually have that make decisions. >> It's a terrific customer experience. It almost seems to some extent to be aligned with the Amazons Professor customer obsession leadership principle to some extent, and the reason I bring that up is you mentioned you started on Hiroko and then in 2015 migrated off to AWS. Was it a difficult decision for you to decide first to eventually go all in on a single provider? And secondly, to pick AWS as that provider It wasn't >> a hard decision for us to go to. Ah, no cloud provider. That was, you know, ready to like showtime. It's a hero is more of a student project kind of scale at that time. I don't know what they're doing today. Um, but I think a doubt us at the time was still very, very dominant and that we're considering Azure and G C P. I think was kind of becoming a thing back then made of us. It was always the most mature, and they've done a great job of keeping their lead in this space. Uh, Google, an azure have cropped up. Obviously, Oracle clouds coming up Thio and were considered I mean, we consider the capabilities of something like Google Cloud their machine. Learning soft service is a really powerful. They actually have really sophisticated, probably more so than a W s kubernetes service is actually more sophisticated. I guess it's built in house at Google. That makes sense. But, you know, we've considered landscape out there, but AWS has served a lot of our knees up to this point. Um, and I think it's gonna be a very dynamic industry with the cloud space. And there's so much at stake for all these different companies. It's fascinating to just be a part of it and kind of leverage. It >> s o nd I'm guessing, you know, when you look at some of your peers out there and you know, when a company files in s one and every goes, Oh, my God, Look at their cloud, Bill. You know, how do you look at that balance? You send your keynote this morning. You know, you like less than a handful of engineers working on the data infrastructure. So you know that line Item of cloud you know, I'm guessing is nontrivial from your standpoint. So how do you look at that? Internally is how do you make sure you keep control and keep flexibility and your options Yet focus on your core business and you know not, you know, that the infrastructure piece >> of it that was such a great question, because it's something that way we think about that trade off a lot. Obviously. In the early days, what really mattered ultimately is Do we have product market bid? Do we have? Do we have something that people will care about? Right. So optimizing around costs obviously was not prudent earlier on. Now we're in a such a large scale, and obviously the bills very big, uh, that, you know, optimizing the cost is very real thing, um, and part of what keeps, you know, satisfied with staying on one provider is kind of a piece of set up. And what you already have figured there? Um and we don optimization is over the years wear folks on financing now who basically looking at Hey, where are areas were being extremely inefficient. Where are areas that we could do? Bookspan, this is not just on AWS with is on all our vendors. Obviously eight of us is one of our biggest. I'm not the biggest line item there. Um, and we just kind of take it from there, and there's always trade offs you have to make. But I know there's companies out there that are trying to sell the value proposition of being ableto optimize your cloud span, and that is definitely something that there's a lot of. I'm sure there's a lot of places to cut costs in that we don't know about. And so, yeah, I think that's something that way we're being mindful of. >> Yeah, it's a challenge to you See across the board is that there's a lot of things you can do programmatically with a blind assessment of the bill. But without business inside, it becomes increasingly challenging. And you spoke to it yourself. Where you're not going to succeed or fail is a business because the bill winds up getting too high. Unless you're doing something egregious, it's a question of growth. It's about ramping, and you're not gonna be able to cost optimize your way to your next milestone unless something is very strange with your business. So focusing on it in due course is almost always the right answer. >> Yeah, I mean, when I think about increasing revenue or deep recent costs nine times out of 10 we're trying to provide more value, right, so increasing revenues, usually they go to option for us, but they're sometimes where it's obvious. Hey, there's a low hanging fruit and cutting costs, and if it's relatively straightforward to do, then let's do it. I think with all the cloud infrastructure that we've been able to build on top of, we've been able to focus a lot of our energy and efforts on innovating, building new things, cementing our industry position. And, yeah, I think it's been awesome. On top >> of what? Want to give you the final word? Any addressing insights in your business? You know, it's like I like food and I like eating out and, you know, it feels like, you know, we've kind of flatten the world in lot is like, You know, I think it was like, uh, like, 556 years ago. The first time I went white and I got addressed to Pok. Everybody in California knows, okay, but I live on the East Coast now. I've got, like, three places within half an hour of me that I could get it. So you know those kind of things. What insight to you seeing you know what's changing in the marketplace? What? What's exciting you these >> days? Yeah, I mean, for us, we've definitely seen phenomenon where different food trans kind of percolate across different areas. I'm going to start in one region and then spread out across the entire United States or even Canada. I would say I don't way try to have as much emergence election on a platform. It's possible so that no matter what the new hot hottest trend is that more likely than not, we're gonna have what you want on the platform. And I think what's really exciting to us over the next couple years is you know, last year we actually started way started satisfying grocery delivery. So, uh, in fact, we power a lot of grocery deliveries for Walmart today, which is exciting, and a lot of other grocers lined up as well. We're gonna see how far we can take our logistics capabilities from that standpoint, But really, we want to want to have as many options as possible for our customers. >> Anything. Thanks so much for joining us. Congressional Congratulations on the progress with your death for Cory Quinn. I'm stupid and we'll be back here with more coverage from eight of US summit in New York City. 2019. Thanks is always watching. Cute