>>Live from San Francisco. It's the cube covering my groin insight 2019 brought to you by micron. >>We're back at pier 27 in San Francisco. This is the cube, the leader in live tech coverage and we're covering micron insight 2019 I'm Dave Vellante with my cohost David Floyd and this event is kind of interesting. David, it basically intersperses cube interviews with big tent discussions, thought leadership, we've heard from automotive, healthcare and and 5g discussions and no Han is here. He's the vice president and CTO of the emerging business at Erickson. And you were just on a panel. Welcome to the cube. Thanks. Great to be here. You were talking about five G, we're going to talk about five G. so first of all, talking about the emerging business at Ericsson, >>your whole group, you know, so Ericsson, we, you know, 99 a lot of our business today has done what operators emerging business group, we're sort of looking at the intersection of industry, cloud computing, our traditional mobile network operator customers, and how do we, how do we put those together and look for new either products or business models. And really create something new for customers. >>So we tell him when he's talking about five G, everybody gets all excited. Certainly the technology community is excited about it. There's a whole value chain and an ecosystem that's that's pumping right along. The carriers are adopting and the users are just waiting. So what should we know about? >>So I, you know, I think there's a couple of different things. One is from a consumer perspective, you're definitely looking at faster, you know, better. All of the things we've got from the other GS at older things. You know, today, you know, faster downloads of movies. I think what we're, and I'm, I'm in the tech business, not in the prediction business, you know. So I think what we've learned from previous technologies is we almost don't know what the new applications are. We're trying to make the platform as easy as possible for developers to utilize what the network actually has to offer. So I think that's a big part of what we're trying to do. The other part is enhancing what you have today as a consumer is massive, but also industries is a huge pull on 5g. So we talked about industry four. Dot. Zero and really transforming industries and cutting the cables in production lines, allowing monitoring of systems that never happened before. >>A lot of use cases that can be out there. So a, I have a younger son of 22 and I look at my a bill every month. Yeah, I do have him downloading 10 times more data. It doesn't fill me with uh, duty or just the excise to carriers. I mean while we've seen with every, every end. And of course that was the question how much of a down, yeah, how much low is the price going to be on this baffled breeze you go to invest an awful lot. Absolutely. So I mean we're going to see it tens, 10 orders of magnitude cheaper. So even as it is now with 4g, we're seeing a lot of the unlimited plans coming available and so on. I think we're just going to see more of that. And then the question, actually a big question for five G is what will you pay for? >>You know, if we talk about age compute and low latency, if you're a gamer and I can give you X milliseconds of latency versus you know, a two X milliseconds, how much would you pay for that? So I think what we know at the moment is people will pay for that. We don't know exactly how much, and that's where you need the ecosystem and you need to get stuff out there. And actually some of the economic impact is fuzzy. But in thinking past, there's no prologue. But if you think about the other GS as they sort of were adopted, what can we learn from those? And how do you think five G will be different in terms of its adoption and economic impact? Let's say if you look at adoption, I mean just a number of contracts. We have the number of deployments we have globally, just off the charts in terms of where we are with 4g Korea launched and a few months ago, just just before the summer, within two months they had a million 5g subscribers with smart phones in their eyes and two months later they added a second million subscribers. >>I mean for a market to go from zero to that in, in that period of time with smartphones, if we go back to 4g, all of that was with dongles and sort of hotspots on routers, you know, so to jump directly to smartphones, huge adoption, it's going to happen fast. Well what do you, what are the sequence, what's the sequence of events that have to occur for adoption to really take off? >> So obviously you need to build out the networks and the operators are doing that are pretty high speed. You need to have the devices ready and all the devices. Now it's not like you have a 5g only device. It's obviously capable of all the four G things. And then it's better when you have 5g. So the devices are going to come and take and fast. So all your new devices, most of the high end devices have 5g capability already in there. >>Um, and then the networks just getting built out more and more. And then of course the application developers actually understanding how can I take advantage of those new capabilities? And then you'll start to see, okay, wow, you know, I didn't, this wasn't possible before. It's not just a faster download. It's really, there's just new experiences happening >> from a development standpoint. How much access do they have to the technology? Do they have to wait until this is all built out? Obviously not, but, but, but what's the status of sort of the devs? So we're, we're trying to, and we're working with a lot of the ecosystem. We have, we call it the D 15 studio in our Santa Clara office. We're bringing developers in there and really trying to understand, because you know, we talk Telekom as well. So we want to expose things. We want to understand, do you know what variable, if we say quality of service, what does that mean for you? You know, how do you translate that? So, and we're working with, you know, the cloud players where to developers live to some extent to bring in that ecosystem and understand how it all plays together. So >>ahead. Yup. Um, so if really, if you're looking at it longterm, obviously it's going to happen, but the experience is as I go around the States, is that you've got all these different four G three GS edges still in a very, very patchy a level of it. Is this going to be different? Is this going to actually go into different places because there's a big investment that has to be made, a lot of things very close together. Yes, yes. That seems to be a recipe for everything being or right in the cities. But as soon as you go outside the urban areas, it's going to be very patchy. How does that compare, for example, with Elon Musk's idea of a doing stuff from the sky? >>Well, everything comes down to economics. So you know, it's, it's obviously you're going to have denser deployments in the cities, then you are in the countryside and so on. One of the big advantages would 5g is am, and not to get too deep into the technical part, but you can use all the spectrum that's available. And spectrum is super important as we get, you know, when we have lower frequency spectrum, you can cover a hundred miles Wade, one base station as you get to the millimeter wave, which is you get super high bandwidth, then you're add hundreds of meters. Yeah. And so obviously one is more suitable for a rural environment, the other is more suitable for. So for an urban environment, so obviously having those working together in one technology allows you to deploy everything and get the benefits in a much broader area than we had for any of the previous. >>There's choice there in terms of how you deploy or, or leverage the spectrum. So you're saying that the higher performance end of the spectrum, it's gonna require a greater density of other components. And absolutely. When people talk about oil, there's going to be a lot more distributed, you know, pieces of the five G network that has to get built out. So who does that? Who's putting those pieces of the value chain in? So different players, obviously the mobile network operators, the 18 Ts and Verizons of the world are doing a lot of the heavy lifting and know what our support to actually put the, the radios and the towers in place. And then there's an edge compute piece as well, which is different players are putting in that. Um, so, so a lot of that infrastructure has been done. I think one thing that we've been pushing quite a lot, all our install base of radios is um, 5g upgradable via software. >>So that means that a lot of the already installed, uh, radios and infrastructure, you're just softer upgrade, you know, an hour later it's now 5g ready. So I think that's a big piece of basin. Back to your question of how quickly and and can reach all those areas, are there any specific commercial blockers that you see, um, that you're thinking through? I am I, I think the, just understanding some of the more challenging when you look at, if you're deploying edge compute and you have to invest billions and really getting that far out to the edge, I think there's some questions still there. Like I said, how much would you pay for 20 milliseconds versus 15 milliseconds. And that might sound like a lot, but that's a lot of extra infrastructure you would need to put out. So I think that's still being worked true. >>And obviously some of that will happen quicker in a downtown San Francisco than it will in a, you know, middle of Nevada plays well and the others that you've mentioned before, it's unclear what new applications are going to emerge here. And so it's almost like build it and they will come and then we'll figure it out and then we'll figure out how to charge for it. Like you say the gamers, how much will they pay for it? Yeah, so those are some of the uncertainties but they'll shake themselves out. So absolutely. I was a pretty smart about doing. What about micron and the role of memory players and storage players? How will this affect them? Eight say a huge opportunity when you ah, yeah, I mean invest no and Bardy hats. >> Yeah, I think it's a, when you look at the number of devices and, okay, what's the device? >>The devices are smartphone. Well the devices now your car, it's every IOT device and down to your toaster and all the crazy stuff people are talking about too. I mean to every industrial application tool that age, computers. So you're distributing now a lot of different compute memory storage across different parts of the network. So I mean they talked earlier in the panel about phones having terabytes of data. You know, it's in, it's just unimaginable. The amount of data storage. Remember you're going to need in a vehicle, you know, they're looking at terabytes per hour of data and then how much of that should they shift off the vehicle? How much did it keep there? So huge opportunity. >> Well, I'd be willing to pay for, um, some memory in my appliances. They tell me when they're going to break. I just got a new dishwasher and I can program it with my, my remote. I don't want to program. I just want to know that on Thanksgiving morning it was that it works. But in a week before it's going to break, I want to know so I can deal with vending and maintenance. That's a big use case. Can't wait until that happens. The last question, so >>I was going to be, I was following up on that last point you were making. Um, uh, so again, this cost of everything, this, this value that you're going to get out of it. Um, it seems to me that, um, that this is gonna take a long time to push out. Um, and, and before it actually down. And people will actually know whether they can pay for this. And then one thing in particular is there's a lot of resistance in, in the, in the States anyway, to all of these devices being put very, very close, you know, to the, to, to it for example, putting all the devices down, download a row for example, that, that, that seems to be very expensive and, and going to get a lot of reaction from consumers is, is that not the case? >>So I actually, we're not seeing it that much. I mean if you look across the globe, um, China obviously is a slightly unique situation. Massive deployments already happening there. Like I said, Southeast Asia, South Korea being among the, you know, the forefront, big deployments already there. And we're seeing big pull from industries already and the operators here in U S are announcing new cities, you know, every month practically. So they are really full on into this. And to some extent it's, it's really just, there's a capacity need to have the spectrum. They need to make the investments and they're, they're doing it as we speak. >>So I think it depends on me. Why was it a meeting the other day in Boston with a lot of city officials and folks that worked for the mayor's office? They're envisioning Boston, you know, for the next 50 years, smart cities and five G was like, if you did a word cloud 5g was that the number one topic? You know, we talked earlier about sports stadiums. You can see that being, you know, use cases going to be these >>hotspots where it's of very, very high >>of the city in this case in Boston's case are they're going to invest, right? And they're gonna think that's going to be a differentiator for cities. >>You have this amazing infrastructure, you know, five G infrastructure that allows you to take advantage of that, be it just from, they talked about traffic congestion and what the city can do and then what the businesses and the consumers can do in that area that that can end up being a differentiator for innovation companies going there and so on. >>Right. All right. We're going to go before they blow us out. No, thanks very much for coming to the queue very much. All right, great. To have you on. I keep it right there, buddy. We'll be back with our next guest after this short break. You're watching the cube live from micron insight 2019 from San Francisco right back.

>> Live from Las Vegas It's theCUBE! Covering the AWS Accenture Executive Summit. Brought to you by Accenture. >> Welcome back everyone to theCUBE's live coverage of the AWS Executive Summit here at the Venetian. I'm your host, Rebecca Knight. We have two guests for this segment. We have Akhtar Saeed, VP Solution Delivery, Southern Glazers Wine and Spirits, and Michael Noel, Managing Director Applied Intelligence at Accenture. Thank you so much for coming on the show. >> Thank you. >> Thank you for having us. >> I think this is going to be a fun one. We're talking about wine and spirits. >> Absolutely. (laughs) >> Akhtar, tell our viewers a little bit about Southern Glazer. >> Yeah, so Southern Glazer Wine and Spirits is a privately held company. We are in about 44 states, and we are the largest distributor of wine and spirits. >> Okay, in 44 states. What was the business problem you were trying to solve in terms of the partnership that you formed with Accenture? >> Yeah, so we started this initiative before Southern and Glazer merged. >> And that was in? >> It was 2016. So southern was already looking at how to enhance our technology, how to provide better data analytics, and how to create one source of truth. So that's what drove this and we were looking to partner with appropriate system integrator and right technology to be able to help deliver well if the company to be able to do analytics and data analysis. >> So you had two separate companies merging together and I like this idea, one source of truth. What does that mean, what did that mean for you? >> Well what it means to us is that since you have quite a few data marts out there and everybody is looking at the numbers a little differently, we spend a lot of time trying to say, hey is this right or is this right? So we want to bring all the data together saying this is what the data is and this is how we're going to standardize it, that's what we're trying to do. >> Okay, so this one source, now, Michael, in terms of that, is that a common, common issue particularly among companies that are merging would you say? >> No absolutely you have businesses that might be in the same industry but they might have different processes to try to get to the same answer, right, and the answer's never really the same. So having this concept of a clean room that allows you to take your various aspects of a business and combine that from a data point of view, a business metrics point of view and a business process point of view, this one source, helps you consolidate and streamline that so you can see that integrated view across your new business model really. >> So where do you begin? So you bring in Accenture and AWS and where do you start? >> So like you've mentioned, in 2016, Glazer and Southern Wine Spirits came together and merged, it actually accelerated process because we needed what Mike mentioned as a clean room where we could put this data and won't have to merge at data centers on day one and have the reporting, common reporting platform being available for the new SGWS and that's what we started so we said, okay what is the key performance indicators, the key metrics that we need going into day one? and that's what we want to populate the data with to begin with to make sure that information is available when the day one for merger comes through. >> Okay and so what were those indicators? >> There were several indicators, there were several business reports, people needed the supply chain, they needed to understand the data, what the inventory looks like they needed to know how we were doing across the markets. So all those indicators, that's what we put together. >> Okay, okay, and so how do you work with the client in this respect, how do you and AWS sort of help the client look at what the core business challenges are and then say okay, this is how we're going to attack this problem? >> Right, no that's a good question. I think the main thing is understanding, what does the business need? and how is the technology going to support what the business needs, right? that's first and foremost, right, and then getting alignment and understanding that is really what drives a roadmap to say here's what we're going to do, here's the order we're going to do it in and here's the value that we expect to get out of following these steps one by one and I think one thing we learned is you have to be directionally correct, you may not be exact but as long as we're making progress in the right direction, you course correct as you need to, right, based upon as the business learns new things and as the market changes and what not and that's really how we accomplish this. >> And is it a co-creative process or, how closely are you working with Accenture and AWS? >> Oh, very closely with Accenture and AWS, it's very co-creative, I mean we are really working hand-in-hand. I mean, as Mike alluded, you start certain ways a journey and you realize, gee, this may work but I have to change a little bit here and there's several time we had to change team's direction how to get there and how to approach it and to deliver value. >> Well let's talk, let's get into the nitty gritty with the architecture and components. So what did this entail, coming to this clean room, this one source of truth? >> Yeah, AWR architecture is based on AWS' platform or Accenture's AIP, Accenture Insights platform which runs on AWS and we have, what we did right from the beginning we said we're going to have a data link, we're going to have a hadoop environment where we're going to all our data there And then for analytics research we're going to use Redshift, on top of that for reporting we use Tableau, and we have a homegrown tool called Compass for reporting also that we use. So that's how we initially started, initially we were feeding data directly into it, because we needed to stand the system up relatively quickly. The advantage to us, we didn't have to deal with infrastructure, that was all set up at AWS, we just to need to make sure we load our data and make sure we make the reports available. >> Were you going to add something to that? >> Yeah I know that the concept around, because the merger is expediting this clean room which allows you to stand up an analytics as a service model, to start bringing your data, to start building out your reporting analytics quickly right, which should really speak to market to understanding their position, as an integrated company was so important. So building the Accenture Insights platform on the AWS platform, was a huge success in order to allow them to start going down that path.. >> Yeah I want to hear about some of the innovative stuff you're doing around data analytics and really let's bring it back down to earth too and say actually so this is what we could learn and see, in terms of what was selling what was not selling, what were you finding out? >> So at this point we have about 6000 users on the platform approximately. Initially we had some challenges, I'll be very frank upfront, that everything does not go smooth. That's where we then say "Okay what do I do differently?" We started with dense storage, nodes and we soon found it's not meeting our needs. Then we enhanced Tougaloo dense cluster, and they helped us by about by 70%, that it drove the speed, but the queue length was still long, with Redshift we were still not getting the performance we needed. Then we went to second generation of dense computers and clusters and we got some more leverage, but really the breakthrough came when we said "we need to really reevaluate "how we've been doing our workload management." Some of our queries were very short term report queries real quick, others were loading data that took a while. And that's the challenge we had to overcome, with the workload management we were able to create, where we were able to bump queries and send them to different directions and create that capacity. And that's what really had a breakthrough in terms of technology for us, till that time we were struggling, I'll be honest, but once we got that breakthrough, we were able to comfortably deliver what business needed from data perspective and from businesses perspective. Mike would you like to add... >> Yeah, in addition to AWS, using Redshift has really been a really important, I guess decision and solution in place here, because not only are we using it for loading massive amounts of data, but it's also being used for power users, to generate very adhoc and large queries, to be able to support other analytic type needs right? And I think Redshift has allowed us to scale quickly as we needed to based upon certain times of year, certain market conditions or whatever, Redshift has really allowed us to do that. In order to support where the business demands have really grown exponentially since we've been putting this in place. And it all starts with architecting, and we said, and delivering all around the data. And then how do you enable the capabilities, not just data as a foundation but you know real time analytics, and looking at what looking at what could be, you know, forecasting and predicting what's happening in the future, using artificial intelligence, machine learning and that's really where the platform is taking us next. >> I want to talk about that, but I want to ask you quickly about the skills challenge, because introducing a new technology, there's going to be maybe some resistance and maybe simply your workers aren't quite up to speed. So can you talk a little bit about what you experienced, and then also how you overcame it? >> Yeah, I mean we had several challenges, I mean I'll put it in two big buckets, one is just change management. Anytime you're changing technology on this many users, they're comfortable with something they know, a known commodity, here's something new, that's a challenge. And one should not ignore, we need to pay a lot of attention on how to manage change. That's one, second challenge was within the technical group itself, because we were changing technology on them also right, and we had to overcome the skill sets, we were not the company, who were using open source a lot. So we had to overcome that and say how do we train our folks, how do we get knowledge? And in that case Accenture was great partner with us, they helped us tremendously and AWS professional services, they were able to help us and we had a couple of folks from professional services, they had really helped us with our technology to help drive that change. So you have to tackle from both sides, but we're doing pretty well at this point, we have found our own place, where we can drive through this together. >> In terms of what you were talking about earlier, in terms of what is next with predictive analytics and machine learning, can you talk a little bit about the most exciting things that are coming down the pipeline in terms of Southern Glazer? >> I think that's a great question, I think there's multiple way to look at it. From a business point of view right it's, how do they gain further insights by looking at as much different data sets as possible, right, whether it be internal data, external data, how do we combine that to really understand the customers better? And looking at how they approach things from a future point of view, we've been able to predict what's going to happen in the marketplace so I think it's about looking at all the different possible datasets out there and combining that to really understand what they can do from an art of the possible point of view. >> Can you give us some examples of terms of combining data sets so you're looking at, I mean, drinking patterns or what do we have here? >> I mean you have third party data, right, and TD links and those kind of things, you pull that data in and then you have our own data, then we have data from suppliers right, so that where we combine it and say okay what is this telling me, what story is this putting together telling me? I don't think we are there all the way, we have started on the journey, right now we are at what I call the, this one source of truth and we still have some more sub-editors loading to it, but that's the vision that, how do we pull in all that information and create predictive analysis down the road and be able to see what that means and how we'll be driving? >> And so you're really in the infancy of this? >> Yes, I mean it's a journey right, some may say that you're not in infancy, you're in the middle somewhere, somebody said, if they were ahead of us, it's all depending where you want to put this on that chart but we at least have taken first steps and we have one place where the data's available to us now, we're just going to keep adding to it and now it's a matter of how should we start to use it? >> In terms of lessons that you've learned along the way and you've been very candid in talking about some of the challenges that you've had to overcome but what would you say are some of the biggest takeaways that you have from this process? >> Yeah the biggest takeaway for me would be, as I've already mentioned, change management, don't ignore that, pay attention to that because that's what really drives it, second one that I'll say is probably, have a broader vision but when you execute make sure you look at the smaller things that you can measure, you can deliver against because you would have to take some steps to adjust to that so those are the two things, the third have the right partners with you because you can't go alone on this, you need to make sure you understand who you're going to work with and create a relation with them and saying "hey it's okay to have tough conversations", we have plenty of challenging conversations when we were having issues but it's as a team how you overcome those and deliver value, that's what matters. >> High praise for you Michael (laughs) at Accenture here, but what would you say in terms of being a partner with Southern Glazer and having helped and observed this company, what would you say are some of the biggest learnings from your perspective? >> Oddly enough I think the technology's the easier part of all this, right, I think that's fair to say without a doubt but really I think, really focusing on making the business successful, right, if everything you do is tied around making the business successful, then the rest will just kind of, you know, go along the way right because that's really the guiding principles right and then you saw that with technology right and that's really I think what we've learned most and foremost is, bring the business along, right, educating them and understanding what they really need and focusing on listening, alright, and trying to answer those specific questions, right, I think that's really the biggest factor we've learned over the past journey, yeah. >> And finally so we're here at AWS re:Invent, 60,000 people descending here on Sin City, what most excites you about, why do you come first of all and most excites you about the many announcements and innovations that we're seeing here this week? >> Yeah, so I'll be honest, this is the first time I've come to this conference but it's been really exciting, what excites me about these things is the new innovation, you learn new things, you say "hey, how can I go back "and apply this and do something different "and add more value back?" That's what excites me. >> Now, no I think you're absolutely right, I think, AWS is obviously a massive disruptor across any industry and their commitment to new technology, new innovation and the practicality of how we can start using some of that quickly I think is really exciting, right, because we've been working on this journey for a while and now there's some things that they've announced today, I think that we can go back and apply it pretty quickly, right, to really even further accelerate Southern Glazer's, you know, pivot to being a fully digital company. >> So a fully digital company, this is my last question (laughs) sorry, your advice for a company that is like yours, about to embark on this huge transformation, as you said, don't ignore the change management, the technology can sometimes be the easy part but do you have any other words of wisdom for a company that's in your shoes? >> All the words of wisdom I'll have is just I think I've already mentioned, three things they'll probably need to focus on, just take the first step, right, that's the hardest part, I think Anne even said this morning that some companies just never take the first step, take that first step and you have to, this is where the industry is going and data is going to be very important so you have to take the first step saying how do I get better, handle on the data. >> Excellent, great. Well Michael, Akhtar, thank you so much for coming on theCUBE this has been a real pleasure, thinking about Southern Glazer, next time bring some alchohol. >> Absolutely. (laughs) It's Vegas! >> Thank you, appreciate it. >> Great. I'm Rebecca Knight, we'll have more of theCUBE's live coverage of the AWS executive summit coming up in just a few moments, stay with us. (light music)

>>Okay, welcome back everyone. Cube's coverage here in Boston, Massachusetts, AWS reinforced 22, the security conference. It's ADOS big security conference. Of course, the cubes here, all the reinvent res re Mars reinforce. We cover 'em all now and the summits. I'm John. Very my host, Dave ante have IDC weighing in here with their analysis. We've got some great guests here, Jay Brisbane, research VP at IDC and Philip who research managed for cloud security. Gentlemen, thanks for coming on. Thank you. Appreciate it. Great >>To, to be here. I appreciate the got the full >>Circle, right? Just, security's more interesting >>Than storage. Isn't it? >>Dave, Dave and Jay worked together. This is a, a great segment. I'm psyched that you guys are here. We had Crawford and Matt Eastwood on at HPE discover a while back and really the, the, the data you guys are getting and the insights are fantastic. So congratulations to IDC. You guys doing great work. We appreciate your time. I wanna get your reaction to the event and the keynotes. AWS has got some posture and they're very aggressive on some tones. Some things that they didn't, we didn't hear. What's your reaction to the keynote, share your, your assessment. >>So, you know, I managed two different research services at IDC right now. They are both cloud security and identity and, and digital security. Right. And what was really interesting is the intersection between the two this morning, because every one of those speakers that came on had something to say about identity or least privileged access, or, you know, enable MFA, or make sure that you, you know, control who gets access to what and deny explicitly. Right? And it's always been a challenge a little bit in the identity world because a lot of people don't use MFA. And in RSA, that was another big theme at the RSA conference, right? MFA everywhere. Why don't they use it because it introduces friction and all of a sudden people can't get their jobs done. Right. And the whole point of a network is letting people on to get that data they want to get to. So that was kind of interesting, but, you know, as we have in the industry, this shared responsibility model for cloud computing, we've got shared responsibility for between Philip and I, I have done in the ke past more security of the cloud and Philip is more security in the cloud, >>So yeah. And it's, and now with cloud operation, super cloud, as we call it, you have on premises, private cloud coming back, or hasn't really gone anywhere, all that on premises, cloud operations, public cloud, and now edge exploding with new requirements. Yeah. It's really an ops challenge right now. Not so much dev. So the sick and op side is hot right now. >>Yeah. Well, we've made this move from monolithic to microservices based applications. And so during the keynote this morning, the announcement around the guard duty malware protection component, and that being built into the pricing of current guard duty, I thought was, was really key. And there was also a lot of talk about partnering in security certifications. Yeah. Which is also so very important. So we're seeing this move towards filling in that talent gap, which I think we're all aware of in the security industry. >>So Jake square, the circle for me. So Kirk, Coel talked about Amazon AWS identity, where does AWS leave off and, and companies like Okta or ping identity or crock pickup, how are they working together? Does it just create more confusion and more tools for customers? We, we have, we know the over word overused word of seamless. Yeah. Yeah. It's never seamless. So how should we think about that? >>So, you know, identity has been around for 35 years or something like that started with the mainframes and all that. And if you understand the history of it, you make more sense to the current market. You have to know where people came from and the baggage they're carrying, cuz they're still carrying a lot of that baggage. Now, when it comes to the cloud service providers, they're more an accommodation from the identity standpoint, let's make it easy inside of AWS to let you single sign on to anything in the cloud that they have. Right. Let's also introduce an additional MFA capability to keep people safer whenever we can and, you know, provide people the tools to, to get into those applications somewhat easily, right. While leveraging identities that may live somewhere else. So, you know, there's a whole lot of the world that is still active directory centric, right? There's another portion of companies that were born in the cloud that were able to jump on things like Okta and some of the other providers of these universal identities in the cloud. So, you know, like I said, you, if you understand where people came from in the beginning, you start to, to say, yeah, this makes sense. >>It's, it's interesting. You talk about mainframe. I, I always think about rack F you know, and I say, okay, who did what, when, where, yeah. And you hear about a lot of those themes. What, so what's the best practice for MFA? That's, that's non SMS based. Is it, you gotta wear something around your neck, is it to have sort of a third party authenticator? What are people doing that is that, that, that you guys would recommend? >>Yeah. One quick comment about adoption of MFA. You know, if you ask different suppliers, what percent of your base that does SSO also does MFA one of the biggest suppliers out there Microsoft will tell you it's under 25%. That's pretty shocking. Right? All the messaging that's come out about it. So another big player in the market was called duo. Cisco bought them. Yep. Right. And because they provide networks, a lot of people buy their MFA. They have probably the most prevalent type of MFA it's called push. Right. And push can be, you know, a red X and a green check mark to your phone. It can be a QR code, you know, somewhere, it can be an email push as well. So that is the next easiest thing to adopt after SMS. And as you know, SMS has been denigrated by N and others saying, you know, it's susceptible to man and middle attacks. >>It's built on a telephony protocol called SS seven. Yep. You know, predates anything. There's no certification, either side. The other real dynamic and identity is the whole adoption of PKI infrastructure. As you know, certificates are used for all kinds of things, network sessions, data encryption, well identity increasingly, and a lot of the, you know, consumers and especially the work from anywhere, people these days have access through smart devices. Right. And what you can do there is you can have an agent on that smart device, generate your private key and then push out a public key. And so the private key never leaves your device. That's one of the most secure ways to, so if your >>SIM card gets hacked, you're not gonna be as at vulnerable >>Or as vulnerable. Well, the SIM card is another, you know, challenge associated with the, the older waste. But yeah. Yeah. >>So what do you guys think about the open source connection and, and they, they mentioned it up top don't bolt on security implying shift left, which is embedding it in like sneak companies, like sneak do that, right. Container oriented, a lot of Kubernetes kind of cloud native services. So I wanna get your reaction to that. And then also this reasoning angle, they brought up kind of a higher level AI reasoning decisions. So open source and this notion of AI reasoning >>Automation. Yeah. And, and you see more open source discussion happening, right. So you, you know, you have your building maintaining and vetting of the upstream open source code, which is critical. And so I think AWS talking about that today, they're certainly hitting on a nerve as, you know, open source continues to proliferate around the automated reasoning. I think that makes sense. You know, you want to provide guiderails and you want to provide roadmaps and you wanna have sort of that guidance as to okay. What's the, you know, a correlation analysis of different tools and products. And so I think that's gonna go over really well. >>Yeah. One of the other, you know, key points of what open source is, everybody's in a multi-cloud world, right? Yeah. And so they're worried about vendor lockin, they want an open source code base so that they don't experience that. >>Yeah. And they can move the code around and make sure it works well on each system. Dave and I were just talking about some of the dynamics around data control planes. So yeah. They mentioned encrypt everything, which is great. And I message, by the way, I love that one, but oh. And he mentioned data at rest. I'm like, what about data in flight? Didn't hear that one. So one of the things we're seeing with super cloud, and now multi-cloud kind of, as destinations of that, is that in digital transformation, customers are leaning into owning their data flows. >>Yeah. >>Independent of say the control plane aspects of what could come in. This is huge implications for security, where sharing data is huge. Even Schmidt on Steve said we have billions and billions of things happening that we see things that no one else else sees. So that implies, they're >>Sharing quad trillion, >>Trillion, 15 zeros trillion. Yeah. 15 >>Zeros, 15 zeros. Yeah. >>So that implies, they're sharing that or using that, pushing that into something. So sharing's huge with cyber security. So that implies open data, data flows. What do, how do you guys see this evolving? I know it's kind of emerging, but it's becoming a, a nuanced point that's critical to the architecture. >>Well, I, yeah, I think another way to look at that is the sharing of intelligence and some of the recent directives, you know, from the executive branch, making it easier for private companies to share data and intelligence, which I think strengthens the cyber community overall, >>Depending upon the supplier. Right? Yeah. It's either an aggregate level of intelligence that has been, you know, anonymized or it's specific intelligence for your environment that, you know, everybody's got a threat feed, maybe two or three, right. Yeah. But back to the encryption point, I mean, I was working for an encryption startup for a little while. Right after I left IBM. And the thing is that people are scared of it. Right. They're scared of key management and rotation. And so when you provide, >>Because they might lose the key. >>Exactly. Yeah. It's like shooting yourself in the foot. Right. So that's when you have things like, you know, KMS services from Amazon and stuff, they really help out a lot and help people understand, okay, I'm not alone in this. >>Yeah. Crypto >>Owners, they call that hybrid, the hybrid key, they call the, what they call the, today. They call it the hybrid. >>What was that? The management service. Yeah. The hybrid. So hybrid HSM, correct. >>Yeah. What is that? What is that? I didn't, I didn't get that. I didn't understand what he meant by the hybrid post hybrid, post quantum key agreement. Right. That still notes >>Hybrid, post quantum key exchange, >>You know, AWS never made a product name that didn't have four words in it, >>But he did, but he did reference the, the new N algos. And I think I inferred that they were quantum proof or the claim it be. Yeah. And AWS was testing those. Correct. >>Yeah. >>So that was kind of interesting, but I wanna come back to identity for a second. Okay. So, so this idea of bringing traditional IAM and, and privilege access management together, is that a pipe dream, is that something that is actually gonna happen? What's the timeframe, what's your take on that? >>So, you know, there are aspects of privilege in every sort of identity back when, you know, it was only the back office that used computers for calculations, right? Then you were able to control how many people had access. There were two types of users, admins, and users, right? These days, everybody has some aspect of, >>It's a real spectrum, really >>Granular. You got the, you know, the C suite, the finance people, the DevOps, people, you know, even partners and whatever, they all need some sort of privileged access. And the, the term you hear so much is least privileged access. Right? Shut it down, control it. So, you know, in some of my research, I've been saying that vendors who are in the Pam space privilege access management space will probably be growing their suites, playing a bigger role, building out a stack because they have, you know, the, the expertise and the, and the perspective that says we should control this better. How do we do that? Right. And we've been seeing that recently, >>Is that a combination of old kind of antiquated systems meets for proprietary hyperscale or kind of like build your own? Cause I mean, Amazon, these guys, they Facebook, they all build their own stuff. >>Yes. They >>Do enterprises buy services from general purpose identity management systems. >>So as we were talking about, you know, knowing the past and whatever privileged access management used to be about compliance reporting. Yeah. Right. Just making sure that I knew who accessed what and could prove it. So I didn't fail in art. It wasn't >>A critical infrastructure item. >>No. And now these days, what it's transitioning into is much more risk management. Okay. I know what our risk is. I'm ahead of it. And the other thing in the Pam space was really session monitor. Right. Everybody wanted to watch every keystroke, every screen's scrape, all that kind of stuff. A lot of the new privilege access Mon management doesn't really require that it's nice to have feature. You kind of need it on the list, but is anybody really gonna implement it? That's the question. Right. And then, you know, if, if you do all that session monitor, does anybody ever go back and look at it? There's only so many hours in the day. >>How about passwordless access? You know? Right. I've heard people talk about that. Yeah. I mean, that's as a user, I can't wait, but >>It's somewhere we want to all go. Yeah. Right. We all want identity security to just disappear and be recognized when we log in. So the, the thing with password list is there's always a password somewhere and it's usually part of a registration, you know, action. I'm gonna register my device with a username password. And then beyond that, I can use my biometrics. Right. I wanna register my device and get a private key that I can put in my enclave. And I'll use that in the future. Maybe it's gotta touch ID. Maybe it doesn't. Right. So even though there's been a lot of progress made, it's not quote unquote, truly passwordless, there's a group industry standards group called Fido. Right. Which is fast identity online. And what they realized was these whole registration passwords. That's really a single point of failure. Cuz if I can't recover my device, I'm in trouble. Yeah. So they just did a, a new extension to sort of what they were doing, which provides you with much more of a, like an iCloud vault, right. That you can register that device in and other devices associated with that same iPad that you can >>Get you to it. If you >>Have to. Exactly. I had >>Another have all over the place here, but I, I want to ask about ransomware. It may not be your wheelhouse. Yeah. But back in the day, Jay, remember you used to cover tape. All the, all the backup guys now are talking about ransomware. AWS mentioned it today and they showed a bunch of best practices and things you can do air gaps. Wasn't one, one of 'em. Right. I was really surprised cuz that's all, every anybody ever talks about is air gaps. And a lot of times that air gaps that air gap could be a guess to the cloud. I guess I'm not sure. What are you guys seeing on ransomware >>Apps? You know, we've done a lot of great research around ransomware as a service and ransomware and, and you know, we just had some data come out recently that I think in terms of spending and, and spend and in as a result of the Ukraine, Russia war, that ransomware assessments rate number one. And so it's something that we encourage, you know, when we talk to vendors and in our services, in our publications that we write about taking advantage of those free strategic ransomware assessments, vulnerability assessments, right. As well, and then security and training ranked very highly as well. So we wanna make sure that all of these areas are being funded well to try and stay ahead of the curve. >>Yeah. I was surprised that not the air gaps on the list, that's all everybody >>Talks about. Well, you know, the, the old model for air gaping in the, the land days, the Noel days, you took your tapes home and put 'em in the sock drawer. >>Well, it's a form of air gap security and no one's gonna go there >>Clean. And then the internet came around >>Guys. Final question. I want to ask you guys, we kind zoom out. Great, great commentary by the way. Appreciate it. As the, we've seen this in many markets, a collection of tools emerge and then there's it's tool sprawl. Oh yeah. Right? Yeah. So cyber we're seeing trend now where Mon goes up on stage of all the E probably other vendors doing the same thing where they're organizing a platform on top of AWS to be this super platform. If you super cloud ability by building more platform thing. So we're saying there's a platform war going on, cuz customers don't want the complexity. Yeah. I got a tool, but it's actually making it more complex if I buy the other tool. So the tool sprawl becomes a problem. How do you guys see this? Do you guys see this platform emerging? I mean, tools won't go away, but they have to be >>Easier. Yeah. We do see a, a consolidation of functionality and services. And we've been seeing that, I think through a 20, 20 flat security survey that we released, that that was definitely a trend. And you know, that certainly happened for many companies over the last six to 24 months, I would say. And then platformization absolutely is something we talk 'em right. About all the time. So >>More M and a couple of years ago, I called the, the Amazon tool set in rector set. Yeah. Because it really required assembly. Yeah. And you see the emphasis on training here too, right? Yeah. You definitely need to go to AWS university to be competent. It >>Wasn't Lego blocks yet. No, it was a rector set. Very good distinction rules, you know, and, and you lose a few. It's >>True. Still too many tools. Right. You see, we need more consolidation. That's getting interesting because a lot of these companies have runway and you look, you look at sale point, its stock prices held up cuz of the Toma Bravo acquisition, but all the rest of the cyber stocks have been crushed. Yeah. You know, especially the high flyers, like a Senti, a one or a crowd strike, but yeah, just still M and a opportunity >>Itself. So platform wars. Okay. Final thoughts. What do you thinks happening next? What's what's your outlook for the, the next year or so? >>So in the, in the identity space, I'll talk about Phillip can cover cloud force. You know, it really is more consolidation and more adoption of things that are beyond simple SSO, right. It was, you know, just getting on the systems and now we really need to control what you're able to get to and who you are and do it as transparently as we possibly can because otherwise, you know, people are gonna lose productivity, right. They're not gonna be able to get to what they want. And that's what causes the C-suite to say, wait a minute, you know, DevOps, they want to update the product every day. Right. Make it better. Can they do that? Or did security get in the way people every once in a while I'll call security, the department of no, right? Yeah. Well, >>Yeah. They did it on stage. Yeah. They wanna be the department of yes, >>Exactly. And the department that creates additional value. If you look at what's going on with B to C or C IAM, consumer identity, that is all about opening up new direct channels and treating people like, you know, they're old friends, right. Not like you don't know 'em you have to challenge >>'em we always say you wanna be in the boat together. It sinks or not. Yeah. Right. Exactly. >>Phillip, >>Okay. What's your take? What's your outlook for the year? >>Yeah. I think, you know, something that we've been seeing as consolidation and integration, and so, you know, companies looking at from built time to run time investing in shift left infrastructure is code. And then also in the runtime detection makes perfect sense to have both the agent and agentless so that you're covering any of the gaps that might exist. >>Awesome. Jerry, Phillip, thanks for coming on the queue with IDC and sharing >>Your oh our pleasure perspective. >>Commentary, have any insights and outlook. Appreciate it. You bet. Thank you. Okay. We've got the great direction here from IDC analyst here on the queue. I'm John for a Dave, we're back more after this shirt break.

>>Hi, everyone. Welcome to the cube and unstoppable domain, special showcase women of web three or well, three I'm super excited for this season. We have three great guests, Sandy Carter, the SVP and channel chief of unstoppable domains. Noel Bailey managing director for the entertainment, AKA disco leper. That's her handle NFT handle. We'll talk more about that. And Kristen Mirabella, Bella director of business development, Gemini all in the web three world here for women of web three. Welcome to the show. So what a great announcement, Sandy? What is the wow three women of web three. And why did you announce it on stumbled domains? Web three. >>Awesome. Well, thanks John. So today we are so excited to announce unstoppable women of web three. And one of the things that we noticed ourselves plus 60 plus companies is that we need more diversity in the web three space. So our mission is to make web three more accessible for everyone to help women with that first step and be very action oriented. So we're going to launch education, networking and events as we move forward. And we're real excited to start today, March 8th, we've got a 24 hour Twitter space. We have a YouTube live. We're going to be auction and off some NFTs to donate to girls in tech, a not-for-profit who is also going to launch a mentoring platform for women in web three. We'll also be announcing a hundred inspirational women's and Webster, and I can take up the entire time talking about all we have in store to make web three accessible to everyone. >>That's awesome. We're going to unpack that lot of things to talk about there. I'm really looking forward to it, neural, your, you got a great story here. What are the lazy lions and, and the queen so to speak and what are you guys doing? And tell us about your handle. >>That's a lot of questions there. John, why don't we start with that? So, I mean, I started my NFT journey about six months ago only, and I got really lucky in entering into the space for the lazy lions to start with and the Kings and existing Queens that were kind of in that space to begin were incredibly welcoming. I literally like, I love being the person in the room that asked the dumb question, because if I, if I can ask it, then, you know, there's, there's a hundred other people there that aren't asking that question. And so when I stepped into the, you know, the pride space with Twitter and discord, getting to know the lazy lions before I even got into my first project, they were incredibly welcoming. Like any question that I asked they had an answer for. And so, you know, why we're kind of wondering with unstoppable and supporting that? >>Well, one, once we, once through that space, I got introduced to queen Sandy as well. You know, she's part of the pride and, and one of the lazy lions and again, yeah, it's that whole symbiotic relationship where you've got, you know, Kings and Queens, men and women kind of in the pride, but it's not just about men and women either. It's the diversity aspect where it's people from all different cultures, backgrounds all around the world. And so, you know, getting in and learning and growing together in this brand new space that we're all part of creating. And then Unstoppables a huge part of that with the gateway to allowing people to kind of get into it, to begin. So it just all makes sense. We're going to expense. >>Okay, we're going to unpack that in a minute, but Kristen w what's going on with Gemini and web three, what's going on in the ecosystem there? How are you supporting the women of web three initiative? >>Really excited. Gemini is an exchange and custodian. We offer access to cryptocurrencies. We are your access points. We're the access point for women who are trying to embrace their own financial freedom and build their own story, be economically empowered and interacting with web three in a way that's going to be increasingly necessary. As, as this continues to build, Gemini is really excited to be able to provide a platform for education for anyone and especially women who are looking to build their knowledge base around what's happening in cryptocurrency. How can they interact with it? How can they make really good financial decisions as they look to interact with networks, you know, within defy, what tokens do they want to be able to, you know, purchase, move off of a centralized platform like Geminis. We are very regulated. We're very secure as an access point to be able to interact with cryptocurrencies and use crypto to interact with this ecosystem that's growing. You can, you know, as a woman decide on a really good idea on how you want to embrace that financial freedom of interacting with the protocol that might unlock your potential to be more financially independent, make really good decisions about the future of what your, your family might need economically, you know, in Gemini as an access point for that, as far as crypto and other digital assets go is where we were really proud that we can power that network. >>So we have to chip and I got the lazy lions. You have the unstoppable, all three of you guys are in the middle of all the action and it's super game-changing. It's also a cultural shift. You seeing a lot of young, the young generation, as well as senior experienced people coming in, certainly technologists are coming in, business leaders are coming in and it just feels like a whole nother cultural shift. So we have to ask you, what are you guys most excited for in this roadmap for women of web three what's on your mind? What do you guys see? What's the vision? >>Well, I'll start first. You know, one of the things that I'm really excited about is getting women to experience web three, not just book learning, but really get in there and interact and play with it. So for example, John, there is a game called de-central land. They sell land. And what they're going to help us do is to build a virtual women of web three headquarters inside of the game. And as women go there, they're going to experience, you know, logging in, they're going to experience crypto, like Kristin does talked about they'll experience. NFT is like disco, just talked about. And so it won't just be book smart. They'll be able to get in there and do and see and play, which I think is the best way to learn about web three. >>For me, I'd say, I mean, honestly, I'm most excited about getting it started. There's been so much work kind of going into this to begin with. And, and this space is, is also new and constantly growing and kind of evolving, changing as we go because we're pioneers kind of in this space, really. Like we all have web three. And so getting it started and it continues to grow and evolve from there, which is, you know, a lot to do with kind of community driven initiatives what's happening in the market and the space at the time as well. So super get it started, build it. And it keeps growing from there. >>Christine, what's your vision to what, how do you see this evolving what's what do you hope for and what are some of the things you're excited about? >>I couldn't agree more. What I think is really exciting is that again, if you're looking to learn about this, you know, Sandy you're so right, you're not gonna learn about really how to unlock the potential of this ecosystem by reading about it. You have to get in there, find crypto, come to Geminis platform, open an account, understand what it means to buy cryptocurrency, buy Bitcoin, understand what you're comfortable with. Use resources like our crypto pedia, to understand the differences between tokens, the differences between layers. Why would you buy this token and transfer it off of the platform where you're looking to interact with three, maybe you're looking at these web three applications and you want to understand what generating income through one of these looks like you really got to start with the basics, but start here, purchase something, move it off. You know, test it, use little, little amounts. >>You don't have to buy a full Bitcoin. I think that that's a common misconception with people who are really starting to get interested in the space, especially as they start to learn about cryptocurrency, buy a tiny piece, you know, you don't need to sell the farm, move it off the platform, learn a little bit about how you can interact, build a community around yourself. There are a lot of women who are learning how to do this and through NFTs and through other interests that you might naturally have, you can really embrace the technology and understand what it can do for you. >>You know, you, you mentioned that in the early days of Bitcoin, even a theory of giving it away was a big part of that kind of early days of community. And Earl, you mentioned the word pride as part of the lazy lions community is a big part of this. Sandy, you know, this you've seen communities develop over the years, this new kind of community dynamic is a network effect, but it's also people centric. It's also about reputation. So it's about being open and collaborative. I mean, it sounds like a bunch of cliches jammed together, but this is kind of the world we're in for web three. Can you guys share your thoughts on that and get a reaction to that? >>Yeah. And I just wanted to jump on kind of what Kristin was mentioning there as well. You know, like, and Sandy, like get in there, get started, like have a little taste, have a little of this watch learn and then kind of tying into your community aspect there, ask the questions, get into, and you know, the two, the couple of main spaces, there are discord and Twitter, which, and again, I signed up my Twitter account in 2014 and I pretty much didn't touch it, like from 2015 kind of onwards, like now learning and getting in and growing with this space, that's kind of where the mediums are to start with with that. So yeah. Get in and get started and, and ask the questions on the way >>Sandy, you see Twitter and discord as the primary. >>Yeah. Yeah. There's so many this guy, right. Because you know, I'm on, I'm now on telegram. I'm on disbarred, I'm on Twitter, I'm on signal. I just got invited to signal groups. So this is one of the areas that we need to work on for web three. I think all of us would agree is just that interface. Part of the reason that we're launching this is because it is hard today, right? Web three is hard. And so there's multiple communications channels, you know, and that's why we love, you know, partners like Jim and I, who are making it easier and lazy lions who are setting up these communities. You know, when you buy in it of T you're really not, I guess you are buying the NFT for value, but you're also buying into the community disco. And I have been meeting actually every Saturday night for a while now with the rest of the Queens, planning out women of web three, Kristin and Jim and I, and I have been meeting together it's about the people and the networking and the tribe that you're part of as well. You really nailed it on the community piece. >>You know, ever since we started talking about it unstoppable, I got to say, I've been wanting to get the cube and FTS going because it is a community dynamic, but it's also this got practical usage of is there's data behind it. There's actually real use cases. Can you guys share your thoughts on how you see the use cases being applied specifically to the world, but also to, to women of web three to Wasn't go first. >>Yeah. We're also polite. We're all quite polite. And do you want to go first? You're one of our partners, we'll let you start us off. >>Sorry. I didn't want to and want to jump in there and they want to get started a real applications of, of what this looks like. I think goes back to an idea I had at the top of the call as there's clarity, as that continues to emerge as web three continues to build. And we understand what this really means. I think many would say that there's, you know, lack of clarity around what web three means. Maybe there are some platforms that are slightly more centralized than others. If we think of what web three in general represents, you know, it's this idea of decentralization empowering you through ownership of your data, empowering you through the ability to do things in a decentralized way, but you're not able to do on web two. And I think the real application of transition of where we are today into what this becomes is, you know, I think we keep nailing it on the head. >>You really have to get out there and practice. You have to understand what this transition means for you and what does it mean for what you're trying to achieve? So if my personal stance is, is really solid in where, you know, your financial future is rooted. And if we're talking about cryptocurrency in your ability to interact with these networks, like we've been saying, you have to practice, you have to understand and learn what you're getting yourself into. But I also think there's this element of being okay with making mistakes, but you are talking about your financial future. You're talking about something that's there really high stakes around making mistakes means starting with really good partners. You can start with platforms like Gemini. You can start with platforms like unstoppable domains and know that the foundation has been laid for you to be able to test these grounds. >>I think that what this becomes and what is really important here is knowing that there are going to be a few centralized points that are your access to this web of three, to this broader ecosystem. But being able to trust that these platforms have security in mind. So the security first mindset that empowers you to then go be in charge of data, privacy, being able to take charge of really what your interaction with the rest of this world means. And being, being able to trust that the foundational layer that you're entering that world through is one that can be trusted. I think that as we look at the real world application of this finding that right starting point is really important. >>Yeah. And I w I would just add John to, to what Kristen just said. There are also B2B use cases here. So we want to make sure that, you know, there's a lot of consumer work, but there's also B to B as well. So, you know, imagine you're in decentral land or you're in sandbox a game. If you're a retailer or in a consumer business, you can place your products or your portfolio inside of that game, there is now decentralized finance that's out there. How does that play a role in your company and the way that you're financing for your company? Not just for yourself, like Kristin mentioned, but also for your company. And then dowels, of course, fractional ownership of different things. We're seeing, you know, funding change. SPACs turning into dowels, all of this. If you look at our 24 hour Twitter space, I'm S I can't wait. I think I'm going to actually do a 24 hour bins for myself because >>That's a college come on. We gotta do. >>Right. I know this guy will be with me. Right. And just that last time I did, that was new. Yeah. >>Well, super exciting. I mean, wow, wow. Three could be a doubt. I mean, the vision here is really amazing. I am so impressed. I think this is a great thing because it could go anywhere. What do you guys see at Dow in the future merging communities and merging tribes together? How do you guys have you guys talked about that? What's the, what's the thought process there? >>We actually did talk about doing a Dow. We decided to kick off first and get everybody up to speed on what it was before we jumped into a doubt, which I think is pretty advanced and sophisticated. And so, you know, part of what we also see is if you look at part of the membership, you'll see women of blockchain, women of data BFF. I mean, all these women's groups coming together to unite as long with, along with a lot of major companies, web to companies, Google Deloitte I'll chair, with the who's, who of web three, you've got Gemini, you've got, you know, consensus, you've got blockchain.com. So, you know, I love this because we are coming together for a movement, not for individual companies, but to have an impact on the industry to really educate women. And John, I forgot one of the really cool things we're also announcing today is our first 100 inspirational women of web three. In fact, disco helped me come up with the name of that, because we do want to highlight as examples, all of these great women that are in the space so that we each can reach back and pull others forward. >>Okay, now we've got to get into the, the disco leopard, let's put the lower third up there so we can see it. And the name that's tell us about the story here. And what does it mean to you? Take us through the thought process, the experience and how you envision this unfolding. Cause it's an NFT. You have one it's >>Yeah, totally. I guess. I mean, starting with, so the disco leopard kind of piece to it as well, like in this new space, in the, in the web space, first of all, you get to like, come up with your own identity. So I got to pick this go leopard, like if he doesn't want to be a disco leopard. And so even just coming up with the journey of like, what is your identity with that? And then, you know, you go through that path of being doxed, meaning being revealed, people kind of know who you are or not, or keeping it, you know, kind of a name on the side, that's all. Okay. Like it's all part of that whole decentralized space, which is super exciting. So just so you know, like the disco leper feeds, you know, optimist glass, half full, you know, pessimist, glass, half empty. And then the third piece to that was disco leopard equals. Awesome. And that's where I saw it. And I'm like, that's me a hundred percent. I'm >>Trying to get your lower third, had your name next to it, >>But that's okay. I'm all right with that. I don't mind. So, you know, getting, getting into that to start with, and then, you know, when we were talking about partners and coming into this safe space as well, and yeah, absolutely kind of technology based partners infrastructure to make sure that we're, we're safe and we've got a smooth gateway kind of coming in, but I'm also gonna put communities into partnerships as well, because there are so many NFT projects, you know, defy gaming projects, et cetera, finding your people, finding the community that resonates with you and it's different for everyone. And that's a beautiful thing, but you get to kind of find like-minded people and join them. >>You know, I've been thinking this for about a long, long time, and I thought I was just weird, but now that it's happening, you guys are in the middle of it. The, your identity is so important now, and you could have a community and tribe to belong to, but yet traverse other tribes and move around. This is kind of the whole prospect of unstoppable, right? So Sandy, this is like a great future. You can be protected in a trusted tribe or community, and then still move around to others and engage. It's almost like a packet moving around a network. It's really about people too, on the internet. This is a total complete game changer. It wasn't really, it's not really possible prior to this. >>Yeah. I mean, if you look at all the members, you can move from a metaverse, you can move into gaming, you can go into defy, we've got NFT communities. And, and I love, you know, like you said, traversing, those communities, like we're going to do an auction and we've had donated NFTs. So disco and lazy lions, the queen of lazy lions are donating a lazy lion. Crypto chicks are gonna donate something. If you don't know what these are, these are all NFT communities that have their own identities as well. We have Deadheads NILAH and the long neck ladies, which is started by a 13 year old girl, who's going to talk on one of our Twitter spaces about how she had 13 earned millions of dollars and became times first artist in residence. So there's just, I mean, there's so much potential here and just look at all these amazing women on the screen. You know, I think web three, the face of web three is female. >>That's awesome. Any final thoughts for you guys and, and the session here, it's amazing. First of all, I'm so excited to, to have this conversation and be included and be included into the group here. Thank you for having me closing thoughts on women of web three, how people can get involved, what you guys aspire to be, what are some of the goals can take us through that? >>I guess for me looking at, you kind of asked the question of, you know, what we're most excited about with what's coming up with the international women's day. And, and, you know, what's beyond that. I'm really excited about what unstoppable are doing in introducing the gateway from web two to web three, because that whole 24, the, the events that we have coming on today is, you know, information, education, openness, how to use it, but what's coming beyond there. And it is that transition from web to, and how to, how do we even, like, I'm about to learn that as well. And as I said, I've been in that, in this NMT journey for six months learning thus far, but what does it look like to get into a web three experience and the web page and that design and look and feel so that next step of learning and getting into it. And again, anyone that's kind of being involved in this conversation now you'll be the first people stepping into that space as web three really comes to life. And it is the new web. Very exciting, >>Great. >>I couldn't agree more neural. What I think excites us the most is the level of interest and the level of engagement that we're seeing an unprecedented levels. These and what's coming next is that you're going to see more and more women and more, more people as part of these communities, as we've talked about wanting to learn, wanting to engage and wanting to be part of this and numbers that we really haven't even seen still yet. We've just scratched the surface. And what I want to ask everyone to do is not to wait not to wait until you feel like you're behind. Take action. Now go to our crypto pedia page, open an account at Gemini, start to interact with cryptocurrencies, understand what it means to take, you know, a crypto or digital asset off of a platform and interact with some of these networks, understand what it means to own, and then empty look at unstoppable domains and understand how you can start to dip your toe in. We really want to empower everyone with the knowledge of what you can do here, and we couldn't be more excited about the future >>Also Sandy final word. >>Yes. So I'm excited about a new world where diversity helps shape the next movement. You know, we've seen web one and web two shaped by, you know, homogeneous groups. And what I'm looking forward to is the future, because we know that innovation is driven by diversity of thought. And so for me, I'm really excited about today international women's day, where we're launching all these educational sessions, you know, Kristen mentioned don't wait, get involved, disco, you know, talked a lot about the potential of going from web two to web three. We hope to see tons of women learning from the web to world. And then I just have to say, I mean, if we could get this across in the virtual world, we're then going to also host an in real life I R L event at south by Southwest. So I'm real excited to be back in person to John so that I can actually give my, my fellow colleagues hugs as well. >>I can't wait to be in person. Thank you so much for coming on this. A great program today is international women's day, but every day is women of web three day. Thanks for sharing great insight. I'm looking forward to more conversations and seeing what happens and participating in any way that I can. And thanks for having me and including me in the conversation. Thank you. Thank you. Okay. This is the cubes conversations here in the showcase women of web three. I'm John for your host. Thanks for watching.

>>from around the globe. It's the Cube presenting enterprise. Digital resilience on hybrid and multi cloud Brought to You by Iota Ho. Hello, everyone, and welcome to our continuing Siri's covering data automation brought to you by Io Tahoe. Today we're gonna look at how to ensure enterprise resilience for hybrid and multi cloud. Let's welcome in age. Eva Hora, who is the CEO of Iota A J. Always good to see you again. Thanks for coming on. >>Great to be back. David Pleasure. >>And he's joined by Fozzy Coons, who is a global principal architect for financial services. The vertical of financial services. That red hat. He's got deep experiences in that sector. Welcome, Fozzie. Good to see you. >>Thank you very much. Happy to be here. >>Fancy. Let's start with you. Look, there are a lot of views on cloud and what it is. I wonder if you could explain to us how you think about what is a hybrid cloud and and how it works. >>Sure, yes. So the hybrid cloud is a 90 architecture that incorporates some degree off workload, possibility, orchestration and management across multiple clouds. Those clouds could be private cloud or public cloud or even your own data centers. And how does it all work? It's all about secure interconnectivity and on demand. Allocation of resources across clouds and separate clouds can become hydrate when they're similarly >>interconnected. And >>it is that interconnectivity that allows the workloads workers to be moved and how management can be unified in off the street. You can work and how well you have. These interconnections has a direct impact on how well your hybrid cloud will work. >>Okay, so we'll fancy staying with you for a minute. So in the early days of Cloud that turned private Cloud was thrown a lot around a lot, but often just meant virtualization of an on PREM system and a network connection to the public cloud. Let's bring it forward. What, in your view, does a modern hybrid cloud architecture look like? >>Sure. So for modern public clouds, we see that, um, teams organizations need to focus on the portability off applications across clouds. That's very important, right? And when organizations build applications, they need to build and deploy these applications as small collections off independently, loosely coupled services, and then have those things run on the same operating system which means, in other words, running it on Lenox everywhere and building cloud native applications and being able to manage and orchestrate thes applications with platforms like KUBERNETES or read it open shit, for example. >>Okay, so that Z, that's definitely different from building a monolithic application that's fossilized and and doesn't move. So what are the challenges for customers, you know, to get to that modern cloud? Aziz, you've just described it. Is it skill sets? Is that the ability to leverage things like containers? What's your view there? >>So, I mean, from what we've seen around around the industry, especially around financial services, where I spent most of my time, we see that the first thing that we see is management right now because you have all these clouds and all these applications, you have a massive array off connections off interconnections. You also have massive array off integrations, possibility and resource allocations as well, and then orchestrating all those different moving pieces. Things like storage networks and things like those are really difficult to manage, right? That's one. What s O Management is the first challenge. The second one is workload, placement, placement. Where do you place this? How do you place this cloud? Native applications. Do you or do you keep on site on Prem? And what do you put in the cloud? That is the the the other challenge. The major one. The third one is security. Security now becomes the key challenge and concern for most customers. And we could talk about how hundreds? Yeah, >>we're definitely gonna dig into that. Let's bring a J into the conversation. A J. You know, you and I have talked about this in the past. One of the big problems that virtually every companies face is data fragmentation. Um, talk a little bit about how I owe Tahoe unifies data across both traditional systems legacy systems. And it connects to these modern I t environments. >>Yeah, sure, Dave. I mean, fancy just nailed it. There used to be about data of the volume of data on the different types of data. But as applications become or connected and interconnected at the location of that data really matters how we serve that data up to those those app. So working with red hat in our partnership with Red Hat being able Thio, inject our data Discovery machine learning into these multiple different locations. Would it be in AWS on IBM Cloud or A D. C p R. On Prem being able thio Automate that discovery? I'm pulling that. That single view of where is all my data then allows the CEO to manage cast that can do things like one. I keep the data where it is on premise or in my Oracle Cloud or in my IBM cloud on Connect. The application that needs to feed off that data on the way in which you do that is machine learning. That learns over time is it recognizes different types of data, applies policies to declassify that data. Andi and brings it all together with automation. >>Right? And that's one of the big themes and we've talked about this on earlier episodes. Is really simplification really abstracting a lot of that heavy lifting away so we can focus on things A. J A. Z. You just mentioned e nifaz e. One of the big challenges that, of course, we all talk about his governance across thes disparity data sets. I'm curious as your thoughts. How does Red Hat really think about helping customers adhere to corporate edicts and compliance regulations, which, of course, are are particularly acute within financial services. >>Oh, yeah, Yes. So for banks and the payment providers, like you've just mentioned their insurers and many other financial services firms, Um, you know, they have to adhere Thio standards such as a PC. I. D. S s in Europe. You've got the G g d p g d p r, which requires strange and tracking, reporting documentation. And you know, for them to to remain in compliance and the way we recommend our customers to address these challenges is by having an automation strategy. Right. And that type of strategy can help you to improve the security on compliance off the organization and reduce the risk after the business. Right. And we help organizations build security and compliance from the start without consulting services residencies. We also offer courses that help customers to understand how to address some of these challenges. And that's also we help organizations build security into their applications without open sources. Mueller, where, um, middle offerings and even using a platform like open shift because it allows you to run legacy applications and also continue rights applications in a unified platform right And also that provides you with, you know, with the automation and the truly that you need to continuously monitor, manage and automate the systems for security and compliance >>purposes. Hey, >>Jay, anything. Any color you could add to this conversation? >>Yeah, I'm pleased. Badly brought up Open shift. I mean, we're using open shift to be able. Thio, take that security application of controls to to the data level. It's all about context. So, understanding what data is there being able to assess it to say who should have access to it. Which application permission should be applied to it. Um, that za great combination of Red Hat tonight. Tahoe. >>But what about multi Cloud? Doesn't that complicate the situation even even further? Maybe you could talk about some of the best practices to apply automation across not only hybrid cloud, but multi >>cloud a swell. Yeah, sure. >>Yeah. So the right automation solution, you know, can be the difference between, you know, cultivating an automated enterprise or automation caress. And some of the recommendations we give our clients is to look for an automation platform that can offer the first thing is complete support. So that means have an automation solution that provides that provides, um, you know, promotes I t availability and reliability with your platform so that you can provide, you know, enterprise great support, including security and testing, integration and clear roadmaps. The second thing is vendor interoperability interoperability in that you are going to be integrating multiple clouds. So you're going to need a solution that can connect to multiple clouds. Simples lee, right? And with that comes the challenge off maintain ability. So you you you're going to need to look into a automation Ah, solution that that is easy to learn or has an easy learning curve. And then the fourth idea that we tell our customers is scalability in the in the hybrid cloud space scale is >>is >>a big, big deal here, and you need a to deploy an automation solution that can span across the whole enterprise in a constituent, consistent manner, right? And then also, that allows you finally to, uh, integrate the multiple data centers that you have, >>So A J I mean, this is a complicated situation, for if a customer has toe, make sure things work on AWS or azure or Google. Uh, they're gonna spend all their time doing that, huh? What can you add really? To simplify that that multi cloud and hybrid cloud equation? >>Yeah. I could give a few customer examples here Warming a manufacturer that we've worked with to drive that simplification Onda riel bonuses for them is has been a reduction cost. We worked with them late last year to bring the cost bend down by $10 million in 2021 so they could hit that reduced budget. Andre, What we brought to that was the ability thio deploy using open shift templates into their different environments. Where there is on premise on bond or in as you mentioned, a W s. They had G cps well, for their marketing team on a cross, those different platforms being out Thio use a template, use pre built scripts to get up and running in catalog and discover that data within minutes. It takes away the legacy of having teams of people having Thio to jump on workshop cause and I know we're all on a lot of teens. The zoom cause, um, in these current times, they just sent me is in in of hours in the day Thio manually perform all of this. So yeah, working with red hat applying machine learning into those templates those little recipes that we can put that automation toe work, regardless of which location the data is in allows us thio pull that unified view together. Right? >>Thank you, Fozzie. I wanna come back to you. So the early days of cloud, you're in the big apple, you know, financial services. Really well. Cloud was like an evil word within financial services, and obviously that's changed. It's evolved. We talked about the pandemic, has even accelerated that, Um And when you really, you know, dug into it when you talk to customers about their experiences with security in the cloud it was it was not that it wasn't good. It was great, whatever. But it was different. And there's always this issue of skill, lack of skills and multiple tools suck up teams, they're really overburdened. But in the cloud requires new thinking. You've got the shared responsibility model you've got obviously have specific corporate requirements and compliance. So this is even more complicated when you introduce multiple clouds. So what are the differences that you can share from your experience is running on a sort of either on Prem or on a mono cloud, um, or, you know, and versus across clouds. What? What? What do you suggest there? >>Yeah, you know, because of these complexities that you have explained here, Miss Configurations and the inadequate change control the top security threats. So human error is what we want to avoid because is, you know, as your clouds grow with complexity and you put humans in the mix, then the rate off eras is going to increase, and that is going to exposure to security threat. So this is where automation comes in because automation will streamline and increase the consistency off your infrastructure management. Also application development and even security operations to improve in your protection, compliance and change control. So you want to consistently configure resources according to a pre approved um, you know, pre approved policies and you want to proactively maintain a to them in a repeatable fashion over the whole life cycle. And then you also want to rapid the identified system that require patches and and reconfiguration and automate that process off patching and reconfiguring so that you don't have humans doing this type of thing, right? And you want to be able to easily apply patches and change assistant settings. According Thio, Pre defined, based on like explained before, you know, with the pre approved policies and also you want is off auditing and troubleshooting, right? And from a rate of perspective, we provide tools that enable you to do this. We have, for example, a tool called danceable that enables you to automate data center operations and security and also deployment of applications and also obvious shit yourself, you know, automates most of these things and obstruct the human beings from putting their fingers on, causing, uh, potentially introducing errors right now in looking into the new world off multiple clouds and so forth. The difference is that we're seeing here between running a single cloud or on prem is three main areas which is control security and compliance. Right control here it means if your on premise or you have one cloud, um, you know, in most cases you have control over your data and your applications, especially if you're on Prem. However, if you're in the public cloud, there is a difference there. The ownership, it is still yours. But your resources are running on somebody else's or the public clouds. You know, e w s and so forth infrastructure. So people that are going to do this need to really especially banks and governments need to be aware off the regulatory constraints off running, uh, those applications in the public cloud. And we also help customers regionalize some of these choices and also on security. You will see that if you're running on premises or in a single cloud, you have more control, especially if you're on Prem. You can control this sensitive information that you have, however, in the cloud. That's a different situation, especially from personal information of employees and things like that. You need to be really careful off that. And also again, we help you rationalize some of those choices. And then the last one is compliant. Aziz. Well, you see that if you're running on Prem or a single cloud, um, regulations come into play again, right? And if you're running a problem, you have control over that. You can document everything you have access to everything that you need. But if you're gonna go to the public cloud again, you need to think about that. We have automation, and we have standards that can help you, uh, you know, address some of these challenges for security and compliance. >>So that's really strong insights, Potsie. I mean, first of all, answerable has a lot of market momentum. Red hats in a really good job with that acquisition, your point about repeatability is critical because you can't scale otherwise. And then that idea you're you're putting forth about control, security compliance It's so true is I called it the shared responsibility model. And there was a lot of misunderstanding in the early days of cloud. I mean, yeah, maybe a W s is gonna physically secure the, you know, s three, but in the bucket. But we saw so many Miss configurations early on. And so it's key to have partners that really understand this stuff and can share the experiences of other clients. So this all sounds great. A j. You're sharp, you know, financial background. What about the economics? >>You >>know, our survey data shows that security it's at the top of the spending priority list, but budgets are stretched thin. E especially when you think about the work from home pivot and and all the areas that they had toe the holes that they had to fill their, whether it was laptops, you know, new security models, etcetera. So how do organizations pay for this? What's the business case look like in terms of maybe reducing infrastructure costs so I could, you know, pay it forward or there's a There's a risk reduction angle. What can you share >>their? Yeah. I mean, the perspective I'd like to give here is, um, not being multi cloud is multi copies of an application or data. When I think about 20 years, a lot of the work in financial services I was looking at with managing copies of data that we're feeding different pipelines, different applications. Now what we're saying I talk a lot of the work that we're doing is reducing the number of copies of that data so that if I've got a product lifecycle management set of data, if I'm a manufacturer, I'm just gonna keep that in one location. But across my different clouds, I'm gonna have best of breed applications developed in house third parties in collaboration with my supply chain connecting securely to that. That single version of the truth. What I'm not going to do is to copy that data. So ah, lot of what we're seeing now is that interconnectivity using applications built on kubernetes. Um, that decoupled from the data source that allows us to reduce those copies of data within that you're gaining from the security capability and resilience because you're not leaving yourself open to those multiple copies of data on with that. Couldn't come. Cost, cost of storage on duh cost of compute. So what we're seeing is using multi cloud to leverage the best of what each cloud platform has to offer That goes all the way to Snowflake and Hiroko on Cloud manage databases, too. >>Well, and the people cost to a swell when you think about yes, the copy creep. But then you know when something goes wrong, a human has to come in and figured out um, you brought up snowflake, get this vision of the data cloud, which is, you know, data data. I think this we're gonna be rethinking a j, uh, data architectures in the coming decade where data stays where it belongs. It's distributed, and you're providing access. Like you said, you're separating the data from the applications applications as we talked about with Fozzie. Much more portable. So it Z really the last 10 years will be different than the next 10 years. A. >>J Definitely. I think the people cast election is used. Gone are the days where you needed thio have a dozen people governing managing black policies to data. Ah, lot of that repetitive work. Those tests can be in power automated. We've seen examples in insurance were reduced teams of 15 people working in the the back office China apply security controls compliance down to just a couple of people who are looking at the exceptions that don't fit. And that's really important because maybe two years ago the emphasis was on regulatory compliance of data with policies such as GDP are in CCP a last year, very much the economic effect of reduce headcounts on on enterprises of running lean looking to reduce that cost. This year, we can see that already some of the more proactive cos they're looking at initiatives such as net zero emissions how they use data toe under understand how cape how they can become more have a better social impact. Um, and using data to drive that, and that's across all of their operations and supply chain. So those regulatory compliance issues that may have been external we see similar patterns emerging for internal initiatives that benefiting the environment, social impact and and, of course, course, >>great perspectives. Yeah, Jeff Hammer, Bucker once famously said, The best minds of my generation are trying to get people to click on ads and a J. Those examples that you just gave of, you know, social good and moving. Uh, things forward are really critical. And I think that's where Data is gonna have the biggest societal impact. Okay, guys, great conversation. Thanks so much for coming on the program. Really appreciate your time. Keep it right there from, or insight and conversation around, creating a resilient digital business model. You're watching the >>Cube digital resilience, automated compliance, privacy and security for your multi cloud. Congratulations. You're on the journey. You have successfully transformed your organization by moving to a cloud based platform to ensure business continuity in these challenging times. But as you scale your digital activities, there is an inevitable influx of users that outpaces traditional methods of cybersecurity, exposing your data toe underlying threats on making your company susceptible toe ever greater risk to become digitally resilient. Have you applied controls your data continuously throughout the data Lifecycle? What are you doing to keep your customer on supply data private and secure? I owe Tahoe's automated, sensitive data. Discovery is pre programmed with over 300 existing policies that meet government mandated risk and compliance standards. Thes automate the process of applying policies and controls to your data. Our algorithm driven recommendation engine alerts you to risk exposure at the data level and suggests the appropriate next steps to remain compliant on ensure sensitive data is secure. Unsure about where your organization stands In terms of digital resilience, Sign up for a minimal cost commitment. Free data Health check. Let us run our sensitive data discovery on key unmapped data silos and sources to give you a clear understanding of what's in your environment. Book time within Iot. Tahoe Engineer Now >>Okay, let's now get into the next segment where we'll explore data automation. But from the angle of digital resilience within and as a service consumption model, we're now joined by Yusuf Khan, who heads data services for Iot, Tahoe and Shirish County up in. Who's the vice president and head of U. S. Sales at happiest Minds? Gents, welcome to the program. Great to have you in the Cube. >>Thank you, David. >>Trust you guys talk about happiest minds. This notion of born digital, foreign agile. I like that. But talk about your mission at the company. >>Sure. >>A former in 2011 Happiest Mind is a born digital born a child company. The reason is that we are focused on customers. Our customer centric approach on delivering digitals and seamless solutions have helped us be in the race. Along with the Tier one providers, Our mission, happiest people, happiest customers is focused to enable customer happiness through people happiness. We have Bean ranked among the top 25 i t services company in the great places to work serving hour glass to ratings off 41 against the rating off. Five is among the job in the Indian nineties services company that >>shows the >>mission on the culture. What we have built on the values right sharing, mindful, integrity, learning and social on social responsibilities are the core values off our company on. That's where the entire culture of the company has been built. >>That's great. That sounds like a happy place to be. Now you said you had up data services for Iot Tahoe. We've talked in the past. Of course you're out of London. What >>do you what? Your >>day to day focus with customers and partners. What you focused >>on? Well, David, my team work daily with customers and partners to help them better understand their data, improve their data quality, their data governance on help them make that data more accessible in a self service kind of way. To the stakeholders within those businesses on dis is all a key part of digital resilience that will will come on to talk about but later. You're >>right, e mean, that self service theme is something that we're gonna we're gonna really accelerate this decade, Yussef and so. But I wonder before we get into that, maybe you could talk about the nature of the partnership with happiest minds, you know? Why do you guys choose toe work closely together? >>Very good question. Um, we see Hyo Tahoe on happiest minds as a great mutual fit. A Suresh has said, uh, happiest minds are very agile organization um, I think that's one of the key things that attracts their customers on Io. Tahoe is all about automation. Uh, we're using machine learning algorithms to make data discovery data cataloging, understanding, data done. See, uh, much easier on. We're enabling customers and partners to do it much more quickly. So when you combine our emphasis on automation with the emphasis on agility that happiest minds have that that's a really nice combination work works very well together, very powerful. I think the other things that a key are both businesses, a serious have said, are really innovative digital native type type companies. Um, very focused on newer technologies, the cloud etcetera on. Then finally, I think they're both Challenger brands on happiest minds have a really positive, fresh ethical approach to people and customers that really resonates with us at Ideo Tahoe to >>great thank you for that. So Russia, let's get into the whole notion of digital resilience. I wanna I wanna sort of set it up with what I see, and maybe you can comment be prior to the pandemic. A lot of customers that kind of equated disaster recovery with their business continuance or business resilient strategy, and that's changed almost overnight. How have you seen your clients respond to that? What? I sometimes called the forced march to become a digital business. And maybe you could talk about some of the challenges that they faced along the way. >>Absolutely. So, uh, especially during this pandemic, times when you say Dave, customers have been having tough times managing their business. So happiest minds. Being a digital Brazilian company, we were able to react much faster in the industry, apart from the other services company. So one of the key things is the organisation's trying to adopt onto the digital technologies. Right there has bean lot off data which has been to manage by these customers on There have been lot off threats and risk, which has been to manage by the CEO Seo's so happiest minds digital resilient technology, right where we bring in the data. Complaints as a service were ableto manage the resilience much ahead off other competitors in the market. We were ableto bring in our business continuity processes from day one, where we were ableto deliver our services without any interruption to the services. What we were delivered to our customers So that is where the digital resilience with business community process enabled was very helpful for us. Toe enable our customers continue their business without any interruptions during pandemics. >>So I mean, some of the challenges that customers tell me they obviously they had to figure out how to get laptops to remote workers and that that whole remote work from home pivot figure out how to secure the end points. And, you know, those were kind of looking back there kind of table stakes, But it sounds like you've got a digital business. Means a data business putting data at the core, I like to say, but so I wonder if you could talk a little bit more about maybe the philosophy you have toward digital resilience in the specific approach you take with clients? >>Absolutely. They seen any organization data becomes. The key on that, for the first step is to identify the critical data. Right. So we this is a six step process. What we following happiest minds. First of all, we take stock off the current state, though the customers think that they have a clear visibility off their data. How are we do more often assessment from an external point off view on see how critical their data is, then we help the customers to strategies that right. The most important thing is to identify the most important critical herself. Data being the most critical assert for any organization. Identification off the data's key for the customers. Then we help in building a viable operating model to ensure these identified critical assets are secure on monitor dearly so that they are consumed well as well as protected from external threats. Then, as 1/4 step, we try to bring in awareness, toe the people we train them >>at >>all levels in the organization. That is a P for people to understand the importance off the digital ourselves and then as 1/5 step, we work as a back up plan in terms of bringing in a very comprehensive and a holistic testing approach on people process as well as in technology. We'll see how the organization can withstand during a crisis time, and finally we do a continuous governance off this data, which is a key right. It is not just a one step process. We set up the environment, we do the initial analysis and set up the strategy on continuously govern this data to ensure that they are not only know managed will secure as well as they also have to meet the compliance requirements off the organization's right. That is where we help organizations toe secure on Meet the regulations off the organizations. As for the privacy laws, so this is a constant process. It's not on one time effort. We do a constant process because every organization goes towards their digital journey on. They have to face all these as part off the evolving environment on digital journey. And that's where they should be kept ready in terms off. No recovering, rebounding on moving forward if things goes wrong. >>So let's stick on that for a minute, and then I wanna bring yourself into the conversation. So you mentioned compliance and governance when when your digital business, you're, as you say, you're a data business, so that brings up issues. Data sovereignty. Uh, there's governance, this compliance. There's things like right to be forgotten. There's data privacy, so many things. These were often kind of afterthoughts for businesses that bolted on, if you will. I know a lot of executives are very much concerned that these air built in on, and it's not a one shot deal. So do you have solutions around compliance and governance? Can you deliver that as a service? Maybe you could talk about some of the specifics there, >>so some of way have offered multiple services. Tow our customers on digital against. On one of the key service is the data complaints. As a service here we help organizations toe map the key data against the data compliance requirements. Some of the features includes in terms off the continuous discovery off data right, because organizations keep adding on data when they move more digital on helping the helping and understanding the actual data in terms off the residents of data, it could be a heterogeneous data soldiers. It could be on data basis, or it could be even on the data legs. Or it could be a no even on compromise all the cloud environment. So identifying the data across the various no heterogeneous environment is very key. Feature off our solution. Once we identify classify this sensitive data, the data privacy regulations on the traveling laws have to be map based on the business rules So we define those rules on help map those data so that organizations know how critical their digital assets are. Then we work on a continuous marching off data for anomalies because that's one of the key teachers off the solution, which needs to be implemented on the day to day operational basis. So we're helping monitoring those anomalies off data for data quality management on an ongoing basis. On finally, we also bringing the automated data governance where we can manage the sensory data policies on their later relationships in terms off mapping on manage their business roots on we drive reputations toe Also suggest appropriate actions to the customers. Take on those specific data sets. >>Great. Thank you, Yousef. Thanks for being patient. I want to bring in Iota ho thio discussion and understand where your customers and happiest minds can leverage your data automation capability that you and I have talked about in the past. I'm gonna be great if you had an example is well, but maybe you could pick it up from there, >>John. I mean, at a high level, assertions are clearly articulated. Really? Um, Hyoty, who delivers business agility. So that's by, um accelerating the time to operationalize data, automating, putting in place controls and actually putting helping put in place digital resilience. I mean way if we step back a little bit in time, um, traditional resilience in relation to data often met manually, making multiple copies of the same data. So you have a d b A. They would copy the data to various different places, and then business users would access it in those functional style owes. And of course, what happened was you ended up with lots of different copies off the same data around the enterprise. Very inefficient. ONDA course ultimately, uh, increases your risk profile. Your risk of a data breach. Um, it's very hard to know where everything is. And I realized that expression. They used David the idea of the forced march to digital. So with enterprises that are going on this forced march, what they're finding is they don't have a single version of the truth, and almost nobody has an accurate view of where their critical data is. Then you have containers bond with containers that enables a big leap forward so you could break applications down into micro services. Updates are available via a p I s on. So you don't have the same need thio to build and to manage multiple copies of the data. So you have an opportunity to just have a single version of the truth. Then your challenge is, how do you deal with these large legacy data states that the service has been referring Thio, where you you have toe consolidate and that's really where I attack comes in. Um, we massively accelerate that process of putting in a single version of the truth into place. So by automatically discovering the data, discovering what's dubica? What's redundant? Uh, that means you can consolidate it down to a single trusted version much more quickly. We've seen many customers have tried to do this manually, and it's literally taken years using manual methods to cover even a small percentage of their I T estates. With our tire, you could do it really very quickly on you can have tangible results within weeks and months on Ben, you can apply controls to the data based on context. So who's the user? What's the content? What's the use case? Things like data quality validations or access permissions on. Then, once you've done there. Your applications and your enterprise are much more secure, much more resilient. As a result, you've got to do these things whilst retaining agility, though. So coming full circle. This is where the partnership with happiest minds really comes in as well. You've got to be agile. You've gotta have controls. Um, on you've got a drug toward the business outcomes. Uh, and it's doing those three things together that really deliver for the customer. >>Thank you. Use f. I mean you and I. In previous episodes, we've looked in detail at the business case. You were just talking about the manual labor involved. We know that you can't scale, but also there's that compression of time. Thio get to the next step in terms of ultimately getting to the outcome. And we talked to a number of customers in the Cube, and the conclusion is, it's really consistent that if you could accelerate the time to value, that's the key driver reducing complexity, automating and getting to insights faster. That's where you see telephone numbers in terms of business impact. So my question is, where should customers start? I mean, how can they take advantage of some of these opportunities that we've discussed today. >>Well, we've tried to make that easy for customers. So with our Tahoe and happiest minds, you can very quickly do what we call a data health check. Um, this is a is a 2 to 3 week process, uh, to really quickly start to understand on deliver value from your data. Um, so, iota, who deploys into the customer environment? Data doesn't go anywhere. Um, we would look at a few data sources on a sample of data. Onda. We can very rapidly demonstrate how they discovery those catalog e on understanding Jupiter data and redundant data can be done. Um, using machine learning, um, on how those problems can be solved. Um, And so what we tend to find is that we can very quickly, as I say in the matter of a few weeks, show a customer how they could get toe, um, or Brazilian outcome on then how they can scale that up, take it into production on, then really understand their data state? Better on build. Um, Brasiliense into the enterprise. >>Excellent. There you have it. We'll leave it right there. Guys, great conversation. Thanks so much for coming on the program. Best of luck to you and the partnership Be well, >>Thank you, David Suresh. Thank you. Thank >>you for watching everybody, This is Dave Volonte for the Cuban are ongoing Siris on data automation without >>Tahoe, digital resilience, automated compliance, privacy and security for your multi cloud. Congratulations. You're on the journey. You have successfully transformed your organization by moving to a cloud based platform to ensure business continuity in these challenging times. But as you scale your digital activities, there is an inevitable influx of users that outpaces traditional methods of cybersecurity, exposing your data toe underlying threats on making your company susceptible toe ever greater risk to become digitally resilient. Have you applied controls your data continuously throughout the data lifecycle? What are you doing to keep your customer on supply data private and secure? I owe Tahoe's automated sensitive data. Discovery is pre programmed with over 300 existing policies that meet government mandated risk and compliance standards. Thes automate the process of applying policies and controls to your data. Our algorithm driven recommendation engine alerts you to risk exposure at the data level and suggests the appropriate next steps to remain compliant on ensure sensitive data is secure. Unsure about where your organization stands in terms of digital resilience. Sign up for our minimal cost commitment. Free data health check. Let us run our sensitive data discovery on key unmapped data silos and sources to give you a clear understanding of what's in your environment. Book time within Iot. Tahoe Engineer. Now. >>Okay, now we're >>gonna go into the demo. We want to get a better understanding of how you can leverage open shift. And I owe Tahoe to facilitate faster application deployment. Let me pass the mic to Sabetta. Take it away. >>Uh, thanks, Dave. Happy to be here again, Guys, uh, they've mentioned names to be the Davis. I'm the enterprise account executive here. Toyota ho eso Today we just wanted to give you guys a general overview of how we're using open shift. Yeah. Hey, I'm Noah Iota host data operations engineer, working with open ship. And I've been learning the Internets of open shift for, like, the past few months, and I'm here to share. What a plan. Okay, so So before we begin, I'm sure everybody wants to know. Noel, what are the benefits of using open shift. Well, there's five that I can think of a faster time, the operation simplicity, automation control and digital resilience. Okay, so that that's really interesting, because there's an exact same benefits that we had a Tahoe delivered to our customers. But let's start with faster time the operation by running iota. Who on open shift? Is it faster than, let's say, using kubernetes and other platforms >>are >>objective iota. Who is to be accessible across multiple cloud platforms, right? And so by hosting our application and containers were able to achieve this. So to answer your question, it's faster to create and use your application images using container tools like kubernetes with open shift as compared to, like kubernetes with docker cry over container D. Okay, so we got a bit technical there. Can you explain that in a bit more detail? Yeah, there's a bit of vocabulary involved, uh, so basically, containers are used in developing things like databases, Web servers or applications such as I have top. What's great about containers is that they split the workload so developers can select the libraries without breaking anything. And since Hammond's can update the host without interrupting the programmers. Uh, now, open shift works hand in hand with kubernetes to provide a way to build those containers for applications. Okay, got It s basically containers make life easier for developers and system happens. How does open shift differ from other platforms? Well, this kind of leads into the second benefit I want to talk about, which is simplicity. Basically, there's a lot of steps involved with when using kubernetes with docker. But open shift simplifies this with their source to image process that takes the source code and turns it into a container image. But that's not all. Open shift has a lot of automation and features that simplify working with containers, an important one being its Web console. Here. I've set up a light version of open ship called Code Ready Containers, and I was able to set up her application right from the Web console. And I was able to set up this entire thing in Windows, Mac and Lennox. So its environment agnostic in that sense. Okay, so I think I've seen the top left that this is a developers view. What would a systems admin view look like? It's a good question. So here's the administrator view and this kind of ties into the benefit of control. Um, this view gives insights into each one of the applications and containers that are running, and you could make changes without affecting deployment. Andi can also, within this view, set up each layer of security, and there's multiple that you can prop up. But I haven't fully messed around with it because with my luck, I'd probably locked myself out. So that seems pretty secure. Is there a single point security such as you use a log in? Or are there multiple layers of security? Yeah, there are multiple layers of security. There's your user login security groups and general role based access controls. Um, but there's also a ton of layers of security surrounding like the containers themselves. But for the sake of time, I won't get too far into it. Okay, eso you mentioned simplicity In time. The operation is being two of the benefits. You also briefly mention automation. And as you know, automation is the backbone of our platform here, Toyota Ho. So that's certainly grabbed my attention. Can you go a bit more in depth in terms of automation? Open shift provides extensive automation that speeds up that time the operation. Right. So the latest versions of open should come with a built in cryo container engine, which basically means that you get to skip that container engine insulation step and you don't have to, like, log into each individual container host and configure networking, configure registry servers, storage, etcetera. So I'd say, uh, it automates the more boring kind of tedious process is Okay, so I see the iota ho template there. What does it allow me to do? Um, in terms of automation in application development. So we've created an open shift template which contains our application. This allows developers thio instantly, like set up our product within that template. So, Noah Last question. Speaking of vocabulary, you mentioned earlier digital resilience of the term we're hearing, especially in the banking and finance world. Um, it seems from what you described, industries like banking and finance would be more resilient using open shift, Correct. Yeah, In terms of digital resilience, open shift will give you better control over the consumption of resource is each container is using. In addition, the benefit of containers is that, like I mentioned earlier since Hammond's can troubleshoot servers about bringing down the application and if the application does go down is easy to bring it back up using templates and, like the other automation features that open ship provides. Okay, so thanks so much. Know us? So any final thoughts you want to share? Yeah. I just want to give a quick recap with, like, the five benefits that you gained by using open shift. Uh, the five are timeto operation automation, control, security and simplicity. You could deploy applications faster. You could simplify the workload you could automate. A lot of the otherwise tedious processes can maintain full control over your workflow. And you could assert digital resilience within your environment. Guys, >>Thanks for that. Appreciate the demo. Um, I wonder you guys have been talking about the combination of a Iot Tahoe and red hat. Can you tie that in subito Digital resilience >>Specifically? Yeah, sure, Dave eso when we speak to the benefits of security controls in terms of digital resilience at Io Tahoe, we automated detection and apply controls at the data level, so this would provide for more enhanced security. >>Okay, But so if you were trying to do all these things manually. I mean, what what does that do? How much time can I compress? What's the time to value? >>So with our latest versions, Biota we're taking advantage of faster deployment time associated with container ization and kubernetes. So this kind of speeds up the time it takes for customers. Start using our software as they be ableto quickly spin up io towel on their own on premise environment are otherwise in their own cloud environment, like including aws. Assure or call GP on IBM Cloud a quick start templates allow flexibility deploy into multi cloud environments all just using, like, a few clicks. Okay, so so now just quickly add So what we've done iota, Who here is We've really moved our customers away from the whole idea of needing a team of engineers to apply controls to data as compared to other manually driven work flows. Eso with templates, automation, previous policies and data controls. One person can be fully operational within a few hours and achieve results straight out of the box on any cloud. >>Yeah, we've been talking about this theme of abstracting the complexity. That's really what we're seeing is a major trend in in this coming decade. Okay, great. Thanks, Sabina. Noah, How could people get more information or if they have any follow up questions? Where should they go? >>Yeah, sure. They've. I mean, if you guys are interested in learning more, you know, reach out to us at info at iata ho dot com to speak with one of our sales engineers. I mean, we love to hear from you, so book a meeting as soon as you can. All >>right. Thanks, guys. Keep it right there from or cube content with.