Name: The Rubrik Roundup
Uploaded: 2026-08-11T17:01:38.964Z
Duration: 41 min 16 s
Description: The Rubrik Roundup

Transcript for "The Rubrik Roundup": Hey, everyone, and welcome to the Rubik Roundup. I'm so glad that you're here. My name is Justin Rees. I'm part of the product marketing team here at Rubrik. And today, here's what you're gonna walk away with. You'll see the newest features across our entire platform from enterprise data protection, to cloud workloads, to AI and identity security, and you'll learn exactly how they can help keep you secure. And so now before we dive in, I did wanna mention we have our technical marketing team standing by live, to help kind of answer any questions that you might have. So please don't be shy. Drop your questions into the chat as we go, and we're here to help respond to them. And so just to help us level set before we dive in, let's do a quick kind of recap, of the Rubik's Security Cloud Platform. And so the threat landscape is getting tougher every day, as we all know. And these hackers aren't just attacking all your data. They're targeting all your backups, your identities, your cloud apps, and even your AI workloads. And so just backing up data and hoping that you're protected, that's not enough. You need a platform that is built to block these attacks, to help you recover quickly and cleanly, and even secure your identities. And that's exactly what Rubrik Security Cloud does. All in one platform, there's four key areas. First, data protection with air gapped, immutable backups. Cyber recovery, so you can restore fast and clean, identity security, to protect the keys to your kingdom, and, of course, AI acceleration, to make your AI work even smarter and safer. And so all of these updates I'll show you today are tied to these four key areas. They're about helping you stay secure in a world that's constantly throwing new threats your way. So let's take a look at some of these updates, starting with our first section, Enterprise Data Protection. This is probably where a lot of you spend most of your time. This is your SQL Server databases, SAP HANA, PostgreSQL. And so all of your kinda mission critical systems, when they go down or get compromised, every second counts. So that's why we're excited to share that, you know, we have brought data thread analytics to OpenStack into OLVM. Both of these are now generally available. And so what does that mean to you, though, practically? Well, it means three things. First, anomaly detection. Rubrik is now continuously watching your backup data for suspicious activity using DML technologies within Rubrik Security Cloud. And so if something looks off, there's weird kind of file changes and encryption spikes, you get alerted on behalf of the platform. No manual intervention is required. Second, threat hunting and, monitoring. You can proactively scan all your OpenStack and OLVM backups for indicators of compromise. That's gonna be file hashes and the YARA rules. And you can do that on demand or you can pre kind of schedule. And on top of that, threat, monitoring runs continuously in the background against a live daily updated threat intelligence feed. So you're protected as new threats emerge, letting, you know, Rubrik do the work. And third, sensitive data discovery. This one's big for compliance teams, of course. Rubrik will automatically find and classify sensitive data like your PII or your PHI that is sitting inside, one of the VMs. So you know what your exposure is even before the attackers can find it. And so bottom line, OpenStack and OLVM environments now have the same security intelligence that's been protecting all of your other workloads. So more protection, same single pane of glass. And with that, actually, let me pass it off to our next presenter to take you through some of the updates on the AI front. Hi, everyone. I'm Damien Lim from the Rubrik product marketing team. In this particular section, we'll look at how Rubrik is bringing real AI capability into cyber resilience and how that same resilience now extends to the AI agents your teams are already running. As AI is becoming more and more ubiquitous, that actually cuts both ways because it is now as available to attackers as it is to defenders. And that is exactly what the world of Rubrik AI is built for. It reasons because when you ask Rubrik Ai for your compliance status over the last twenty four hours, it wouldn't just hand you a number. It reasons across data, identity, and apps in seconds and tells you compliance has dropped and exactly why. For example, 54 backup failures all concentrated in one SLA. And that's an hour of digging, but done in seconds. It also acts. Instead of clicking through the different dashboards, you just tell it what you want. Create my recovery plan for M365, and Rubrik AI does it, asking the right questions along the way. And it also recovers, so that plan doesn't just sit there. It actually runs. Powered by the preemptive recovery engine, your business is back in minutes, not weeks. The Rubrik Agent Cloud for Cloud Code and CoWork is now generally available. Partnering with Anthropic, we're giving customers a resilience layer for the Cloud agents writing and shipping their code. You get full visibility to monitor your cloud code and core agents in production. You always know what they are accessing and what they are doing. And you control these agents by defining and enforcing policies in natural language, all using predefined policies built for your environment, blocking risky tools and catching violations in real time. And you can remediate, instantly as well. Undo those destructive actions with one click rewind. And if an accident outrun outruns version control, recover the code base itself with immutable snapshots of git GitHub and the Azure DevOps kept safely off repo. And that's how we are bringing resilience to the agents you build with. Now let's shift to the resilience that you need for the SaaS platforms your business already runs on, starting with Microsoft three sixty five. When it comes to Microsoft three sixty five, backing up data is the easy part. Now restoring your business is actually the hard part. Rubrik for Microsoft three sixty five is a resilience engine built on four pillars, data protection, air gap, and immutable so hackers can't touch your backups, identity resilience, so your users can log in via IntraID once data is is back, Data governance, finding and fixing overexposed sensitive data before it becomes a problem. And lastly, AI safety, a rewind button for rogue agents or copilot errors. But the biggest hurdle today isn't security, it's physics. With petabytes of data and limited API pipe, a traditional restore can take weeks, and your business can't wait that long. And that's why we built the Autonomous Business Recovery, ABR, and it really shifts that conversation from how much we can restore to how fast we can get your most critical, people back to work. And here's how ABR or Autonomous Business Recovery delivers on that. In cyber resilience, we've always chased speed, tracking RTOs to the second. But in a mass ransomware attack, speed alone is a trap. Restoring petabytes fast doesn't help if the first things back are holiday photos while your CEO is locked out of the Crisis deck. That's what ABR solves. We've added Rubrik Ai to ABR. It identifies your minimum viable business and keeps refining that plan in real time, so you always know what to recover first instead of guessing. We've also introduced Microsoft three sixty five global search. It's one query across Exchange, OneDrive, SharePoint, and Teams, so there's no more hunting mailbox to mailbox for specific data. And the result is this leadership and revenue generating teams are back online in minutes, while noncritical data recovers in the background. This isn't just backup. It's an automated strike team for business continuity. And we are while we are solving these challenges for Microsoft, we know that enterprises doesn't live in a vacuum. And that's why we've launched Rubrik for Google Workspace with great adoption right out the door. Similar to m three sixty five, we bring our tenant isolated ad gap to Google Workspace covering Gmail, Drive, Calendar, Contacts, and Groups with high fidelity in place recovery, folder hierarchies, and permissions intact. With all we also protect your identity layer with Okta and give you a rewind button for agent driven errors, including your Gemini agents, complemented by the Rubrik agent cloud. Rubrik offers one platform that now unifies resilience across m three sixty five and Google Workspace as one. And that's everything new on the AI and SAS resilience front this quarter. I thank you so much for your attention. Now let's hear about our security solution for this quarter. Hey, everyone. I'm Shweta, senior associate PMM for identity here at Rubrik. Over the past quarter, the identity team has been hard at work building a ton of new identity resilience features that are gonna take identity protection to a whole new level. We're really excited about announcing these at partner events soon, and we know our customers are gonna derive a ton of value from them. In this Rubik Roundup though, let's recap identity resilience and take a look at some recent product enhancements. Customers often tell us that they're flying blind, lack critical identity context, recovery is slow, and they can't get a handle on user sprawl across multiple IDPs. If you've been following our Rubrik roundups, as a quick recap, you'll know that Rubrik Identity Resilience fixes these issues. From tamper resistant backups, user defined alerts and policies, to clean and current recovery that gets business back on track, your systems are protected throughout. Rubrik Identity Resilience gives you the tools for preemptive risk remediation, streamlined IDP recovery, and keeping wanted changes all on a single platform that protects Active Directory, EntraID, and OPSA, and also lowers TCO and Google sprawl. This past quarter, we've made some product enhancements relating to Microsoft identity environments that offer deeper visibility into identity and streamline recovery. First, we've expanded active directory activity monitoring from the domain partition into the configuration partition. Customers can now monitor changes to configuration partition objects, including sites, subnets, site links, schema related objects, and forest level configuration objects. This gives security teams visibility into structural infrastructure level AD changes that could indicate advanced attacker persistence. When it comes to recovery for Active Directory, Rubrik now automatically validates a target host before beginning an active directory alternate host recovery. Select a target host, and then Rubrik compares it with the source domain controller and identifies configuration mismatches before the restore begins. Each failed check includes a specific recommended remediation action. This means you can catch the host configuration issues that cause AD recoveries to fail before the recovery ever starts. Moving on to Entre ID, custom alerts are now available. These provide consistent monitoring across AD and Entre while supporting SOC operations, compliance reporting, and audit requirements. We've also introduced the Entre ID access graph timeline, which shows how an Entre ID user's application access changed over time. This means IT and security teams can quickly determine why a user gained or lost access to an application without manually tracing group memberships, application roles, and policy changes. Another Entre recovery update is that we now surface Entre changes between two snapshots in one view, users, groups, roles, policies, and more. Using our partner integrations with CrowdStrike and Microsoft Defender for Identity, we automatically triage changes by risk, dramatically reducing the volume of changes that need manual review. Once you've identified malicious changes, revert only those surgically without touching anything else in the tenant and see a rollback preview before committing. And finally, we've enhanced GPO visibility and improved violation remediation workflows to help customers prioritize new findings, investigate violations faster, and simplify reporting. As I alluded to earlier, we've got exciting new technical partner integrations and product launches we'll be sharing at upcoming events. So if you haven't already signed up, be sure to register to meet us at CrowdStrike StyleCon at the end of August and Optus Octane in September, both in Las Vegas. You'll get to see identity resilience in action, talk through what's keeping you up at night, and understand how to solve your problems. There's a lot more excited to show you there. Thanks a lot for listening, and if you have any questions, reach out to your account team or visit rubric.com/identity. I hope to meet you at Falcone and Octane. And now I'll pass it to Soumya, our next speaker, who will talk to us about unstructured data. Hi, everyone. I'm Soumya Sani, and I lead product marketing for unstructured data here at Rubik. We have made real progress on unstructured data, which for most of you is 80 to 90% of what you're actually protecting. Rubrik for protection for unstructured data on RSVP is generally available today. Let me set up who this is for. Think federal agencies, dark sites, air gap networks, strict compliance, enterprises that keep everything inside their own perimeter. For those teams, a cloud connected backup tool is a nonstarter. RSCP is built exactly for them. It's a hardened, converged four node appliance that runs entirely inside your security perimeter. So nothing has to leave your walls. Terabyte scale protection, zero trust security, and the threat analytics, all in one, all behind your own firewall. If you remember three things, make it these. One, scale. It's engineered to move petabytes and search across billions of files. Two, threat analytics are built in. So you are not just keeping a clean copy. You can spot suspicious activity in the data itself. And three, recovery is granular. Global search across billions of files. So when someone needs one file or folder back, you can actually find it and restore it fast. The one liner I would leave you with. This is enterprise grade protection at the scale unstructured data actually lives at for customers who can't compromise on keeping it inside their perimeter. Now this next one is the announcement I'm most excited about. Rubrik Annapurna. We have just introduced the next evolution of Annapurna, available today to qualified enterprise customers. Here's the problem it solves. Every company wants to point AI at its own data. All those years of documents and files that hold the real institutional knowledge, but that data usually isn't in a state AI can use. It's scattered, it's ungoverned, and the standard playbook is to copy all of it into some new platform first, which is slow, expensive, and a governance headache before you have gained anything. And it will not take a smarter route. Think of it as an AI ready layer for your unstructured data. It scans and catalogs your data in place right where it already lives. Three things that make this click. You see your pull estate and catalog it before you copy anything. So you choose what's actually worth feeding to AI instead of moving everything blindly. You pay only for what AI pulls, not for a massive upfront copy. And governance and provenance travel with the data, so you can run AI on regulated data and stay compliant. Feed your lake house without paying the data gravity tax of copying everything. This is a real step towards your unstructured data into something your analytics platforms can safely use. The tagline says it the best, feed your AI. Thank you all for being here to learn about unstructured data. Now let's hear from Anirudh, who will walk you through our cloud solutions. Thanks, Soumya. Hi, everyone. I'm Anirudh Dubey. I lead product marketing for cloud data protection solutions here at Rubrik. Before I get into what we shipped this quarter, I want to step back. Because with these latest innovation, we are simply redefining what cloud resilience really means. When customers move to cloud and set out to protect these investments, they start where it's familiar, backing up VMs, databases, and files. But the cloud isn't only where your data lives. It's where your business runs, where you build your technology and run critical services. And as cyberattacks keep rising, prevention alone can't keep your business running. You need provable recovery that meets your RTO requirements and minimizes downtime risk. And delivering that means protecting more than just the data. So we've expanded our platform across three pillars, the code your applications are built from, the applications themselves, and the data from object storage to the data lakes that power your analytics and AI. And this past quarter, we delivered across all three. So let's start where your where your business runs, the application pillar. If you've been through a cloud recovery, this scenario feels familiar. The data is restored and the application still isn't back. And it makes sense. A cloud application isn't just its data. It's the VPC, networking, I'm rules, security groups, and all of it must come back before the app actually works. And here's what the complexity does to a real recovery. When an incident hits, your team isn't restoring. They are investigating. What makes up this application today? Do we have backups for every component? Which of them are actually clean? And effort everything that's unprotected, we have to rebuild that by hand. Each step compounds, and a four hour RTO target becomes days or even weeks of downtime. That's the Gap Rubrik Autonomous Business Recovery for Cloud application process. Building on the Rubrik cloud data protection platform, ABR protects and recover the entire application as one service. You simply tag a single resource and we auto discover all dependencies into a living map. New resources are pulled automatically into protection policies, and when you need it, our preemptive recovery engine finds the last clean point in seconds and rebuild the stack in the right order. And that's testable non disruptively before you even need it. ABR for cloud application is in private preview starting last month, and we are actively looking for design partners. So if you run mission critical cloud workloads and want early access to shape this product, please sign up. We want to build this with you. So that was us raising the ceiling on cloud resilience. The next step is making it more reachable for customers at every stage of their cloud journey. Many of many of you are already using or relying on Rubrik for your on prem data, and you may be expanding into cloud providers like AWS, where you want that same protection from day one. That's precisely why we built Rubrik Managed Cloud Protection, to make it just as easy for you to get started in the cloud with the same cyber resilience, scale, performance that you're used to. It's, right now, generally available for AWS, and Sware Rubrik hosts and manages the backup compute and storage. And you simply add your accounts, set your SLAs, and we handle the rest. With no infrastructure for you to stand up or manage, so your teams can simply focus on the business. And for customers with stricter data residency or security control requirements, we keep the flexibility you need with our customer managed model, where backup and compute storage can be self hosted in your own environment. Earlier this quarter, we also extended that same fully Rubrik managed resilience to the core pillar with Rubrik hosted DevOps protection for Azure DevOps and GitHub, providing the air gapped immutable backups for the code and pipelines your applications are built from. That brings us to the final pillar. That's data and data lakes. It's an area that quietly catches organizations off guard, the massive unstructured data estate in the cloud. And the uncomfortable reality is that most cloud object storage isn't protected today. AWS storage experts estimate only about 5% of the s three footprint is properly protected. And it's not apathy. At petabyte scale, native backup is either too expensive or operationally impossible. Earlier this year, we solved backup at petabyte scale by parallelizing the backup path. But but the scale exposes another sneakier problem, the one that bites during the real incident, and that's recovery. While backup reads in bulk, restore writes back one object at a time, each a rate limited API call. By AWS' own estimates, the initial backup of a 5,000,000,000 object bucket can take several days, and the restore is far slow slower. That's exactly what prioritized recovery for s three m blob solves. Instead of treating a bucket as one monolithic restore, you define what comes back first by, using regex fat patterns, date ranges, or bucket or container tags. Rather than waiting for the whole bucket, Rubrik pushes the objects that matter most to you in front of the queue. And this gets your mission critical objects back first, so your application that depend on these objects is up and running while the rest of the bucket finishes restoring in the background. Prioritized recovery is generally available for Amazon s three and Azure, blogs starting last last quarter. And from there, I think the unstructured story is getting only bigger. The storage net is now the foundation of mission critical applications, analytics, and AI pipelines. These data lakes have stopped being, an IT project and have become the business itself. Apache Iceberg is one of the most popular open table formats sitting on top of these data lakes foundation, powering all the up upstream use cases that I mentioned before. But an iceberg table is really five interdependent layers. You have your data files, manifest, manifest list, metadata, and catalog pointer. So if someone were to delete the wrong thing, can you get a working queryable table back or just a pile of s three objects? And iceberg's native time travel and snatches under backup either. They are simply meta metadata pointers, so they break the moment the underlying data or metadata is deleted. These protection gaps are what exactly led us to build a purpose built solution for data lake houses and why, we're excited to announce Rubrik Apache Iceberg Protection. It's catalog aware, where we back up the data, metadata, and catalog. And on recovery, we rewire the catalog so the table comes back immediately queryable, no post recovery script needing. Iceberg protection was announced earlier this month and will be generally available in September. So that's the cloud story this quarter across all three pillars. It all ladders up to the one thing that matters the most. Your business keeps running no matter what happens. Thank you, everyone, for joining. Now back to Justin. Alright, everyone. That's a wrap. We just, covered a ton of ground from enterprise data protection to cloud workloads and AI resilience. I just wanna say a huge thank you to all of our presenters for walking us through those updates. But and even larger, thank you to all of you for being here with us. Whether you're a long time Roobrik customer or just exploring, you know, what we can do for you, I hope you're walking away with something new. Now, like I mentioned at the start, you know, we do have our technical marketing team standing by live, to answer those questions. So if something's, come up or sparked a question for you, if you wanna dive a bit kinda deeper into any of these features, please, please drop it in the chat right now, and the team is here to help. And with that, thank you very much. I hope to see you again soon. Hey, everyone. Thanks for joining today. My name is Jeff Enoy. I'm with the technical marketing group. So we're here to answer any technical questions you guys have on the content that we covered today. So we did have a few licensing questions, regarding rubrik.ai. And just to, sort of clear that up, for anyone that is on Foundation edition or above, for Rubrik Security Cloud commercial, Rubrik AI is included. So with that, I think we'll jump into a couple of questions that we had dropped in. So the first one was a big topic was ABR, so autonomous business recovery. And the question was very broad, but it said, hey, what's different about autonomous business recovery? So Alpika Singh has done some, has the most experience in this with M365. So Alpika, what do you think? So, essentially, what we do is that we get access to rubrik.ai will get access to all the access logs, meaning, which files have been used by users, when did they last use it, and we also use the metadata context as in when was the file created, when it was last modified. These details through Brick AI uses this context and identifies the most recent file SharePoint stuff, OneDrive, emails, everything, bundles it up and lists everything that needs to be recovered, and that's most recently, being used by the user. So, you can get your business up and running quickly and get the users, get up and running quickly so they can get to work. So that's the difference between your regular recovery where you are recovering, the file all of the files or some of the the ABR. Essentially, it's the context of you using, what you're currently using. So that's the most, differentiating aspect. Awesome. And I did, check a couple of notes here, and it does say that it's, generally available now. Is that correct? Yes. It is. Yes. And it's soon coming to our a lot of our other SaaS workloads as well. So, you know, stay posted. It's coming for everyone. And it's part of the and that was one. of the, most asked questions, what licensing. So it's part of the professional edition, PE, it's called. So if you are on foundation, you will not see it. Speak to your sales rep and you can get yourself upgraded to get this feature on. Awesome. Okay. So next in line here. So it looks like there's obviously a lot of AI stuff, but Annapurna. Right? That's a huge topic for us. But how does that fit into like our AI and data strategy? And by the way, everyone out there, Alpaca is also our AI specialist, on the team. So what do you think, Alpaca? Oh, you're on mute. Yay. I went at Zoom Bingo. Yeah. Okay. Now I'm off mute. So, essentially, Anupuna is our we announced it at Forward and now we are announcing it, to everyone through this roundup, for this quarter. So Annapurna essentially scans and catalogs all of your unstructured Okay. data that is across NAS, file shares, object stores, s three without copying it. So there is absolutely no backup required. It's a new product in itself. It will essentially just scan your backups as scan your live data, and then it will create a catalog. You know, your developers can then query this catalog using, Databricks u Unity catalog. That's what we are supporting right now. And, essentially, whatever the query is, query response in the sense, like, whatever data is actually needed, to train your AI, you can then copy that data from your NICE, NAS file shares or object stores and then move it to the right destination. So essentially, you don't have to collect all your data and move to Cloud, and incur that cost. You just move the data that you actually need, based on, what you are training. Wow. It's such a pivot, but it it makes so. much sense because we have all that visibility to that data, and now we only move what you need for those, particular, training workloads. So. very. And, interest. essentially, sorry to, talk over you, Jeff. But, you know, one more thing I forgot to mention is that, it also helps you with a lot of editing. Oh, sorry. Auditing. You know, it tracks all the data, the data, essentially, even the document versions which you use to train your AI. Right? So feeding that lakehouse is very important and knowing what data is there, where you got it from, that's also important. So, you know, we are we are, making sure that you don't lose track of the data where you're getting it from. Gotcha. Very cool. Yeah. I feel like there's gonna be a lot of compliance, and regulations around AI training models. So, in the future, but we'll hope we'll all hope. Okay. A little bit of a pivot here, Google Workspace, and does it protect it the same way we do m three sixty five? Yes. Exactly same. The the a lot of the difference is that, for m three sixty five, we use, Azure to store the backups. And, of course, for Google, we use Google Cloud to. store the backups. But if you look at the architecture, how secure it is, all the encryptions, everything, works the same way. We announced Google, I think in February and we fast forward now, we actually support almost all the recovery functions like mass recovery, prioritize recovery, self-service, file folder, everything level recovery. So we are almost at par with m three sixty five. That's awesome, considering it was. probably only released initially, you know, with, secure immutable backups, just a year. ago. Very. cool. Okay. This one was new to me. I'll be really honest. I have not heard of this, but, I'm spread a little bit thin across the team. So expanded AD activity monitoring for the configuration partition. What's the impact on demand controllers and does it need new permissions or any type of schema change? Kev, I'll let you take this one as our identity specialist. So what do. you think? Yeah. Yeah. So this is this is pretty cool, actually. So, for for some time now, we've been tracking activity that's, you know, that that's happening in the in the in the main partition of Active Directory, and that gets you a whole bunch of useful information. But there's a bunch of stuff that sits in what's called the configuration partition. So things like, sites and services, which are, you know, super, super important to how Active Directory functions under the hood. So being able to audit what's going on there, and so that you can, you know, trigger alerts if something bad happens. And then, you know, we we have that rollback, the revert capability, that we have for, you know, a user being added to a group. If someone makes a change to a site subnet, you're probably gonna wanna roll that back pretty quickly. So we have custom, custom alerting with auto rollback and all of that kind of thing coming soon. In terms of setting it up, there's there's a couple of things that you need to bear in mind. So first of all, your Rubrik cluster needs to be running CDM version nine five one patch two. I'm just double checking that in my yeah. 9951 patch two as an absolute minimum. On top of that, you're gonna have to make an update to the system access control list or SAQL, for the configuration partition. So the documentation has got all of that information in there now. So if you're a Rubik customer already, just go to docs.rubik.com. Look at the identity resilience, docs, and that will explain everything that you need to add in there. So that will allow us to monitor, it will it will allow us to monitor changes to that configuration partition. Now the configuration partition is forest wide, so you only need to make that change once in the forest. But because it's an because it's forest wide, you do need to have enterprise admin permissions to make that change. So it's all there in the documentation, but that's all you need to all you need to change. In terms of logging, all the rest of that stuff, we'll just carry on picking that stuff up. I think that should be everything. We don't we don't need to make any changes to audit policies or anything like that. Those are applied at a domain level. The configuration partition is something that we we apply across the forest level there. Wow. That's very cool. And you're taking me back like ten years when I had to. set that up, Does that few sense to you? domains. Because, yeah. Okay. So, let's see here. This is a two parter. Entre ID one click Entre ID rollback is in beta. So first part of it is what is the GA timeline? What is limitations? And then secondarily, would you, put it on a production tenant today? Yeah. I mean, that's that two two two really good questions there. So, in terms of in terms of availability, it's coming real soon. I believe we we can say real soon. I'm you know, I'm I'm not I'm not gonna come out and say it's gonna be here tomorrow, but it's I'm I'm kind of tracking, just kinda, like, keep keeping an eye out for an email going out any day now. So expect it to be generally available really soon. It's gonna cover all of those critical identity related objects, so things like, users, groups, roles, all all all of that good stuff. Moving forward, we're gonna add support for more object types, so in line with all the rest of that stuff, that we're already protecting in Entre ID. So things like conditional access policies, things like PIM, all all of all of that good stuff that's in there. We're gonna we're gonna have the rollback capabilities available across all of those. And in case you weren't aware, so, because we kinda went through it really quickly in the slides, that that this this one click rollback is kind of an extension on what we already have. So we have these integrations with, with our good friends at CrowdStrike and Microsoft. So CrowdStrike, it's the next gen identity security. In Microsoft, it's Defender for Identity. So we can ingest alerts from them. We can also inject we we can we can monitor for, IOEs based on information you can provide to Rubrik as well. So maybe, for example, you have a bunch of, you have a trusted subnet and changes that are made with from within that subnet, are generally accepted to be known good things. We take all of that. We compare the point in time that you're you that you're looking at, and we'll kind of go, okay. We're gonna automatically filter these changes into a, like, a green bucket, which is known good. It's trusted. We know that's all good. We have, like, a gray bucket, which is, okay. Well, you need to you need to do a little bit of investigation and decide whether you want to, roll that back or not. And we've got a red bucket, which is, hey. We've got some pretty good signals here that tell us this is bad. You want to undo this thing pretty quickly. So we're just really, really building on top of those integrations with Defender and with CrowdStrike, to make make it much easier to do this at scale, removing that adversarial persistence. And this is the first step in the, you know, we we we announced, Identity Roll Forward, App Forward a couple of months ago. This is kind of the first step on that path. There's gonna be a whole bunch more stuff coming. Watch this space. Very cool. Very cool. Yeah. And I'm totally seeing, like, an emerging theme here across our platform where we're just getting more and more intelligence and we're building off the foundations that we already have, which is really great. It's a high value to customers. So, that is all the questions that we had in the chat. So with that, I think everyone will be dismissed early, but, yeah, thank you all for joining and we'll see you next quarter. Thank you. now. Yeah. Right. Thanks, Bye. everyone.