Name: Rubrik Workshop: Microsoft 365 Complete Protection
Uploaded: 2025-08-20T19:03:15.727Z
Duration: 53 min 32 s
Description: Rubrik Workshop: Microsoft 365 Complete Protection

Transcript for "Rubrik Workshop: Microsoft 365 Complete Protection": Hey, folks. Welcome in. Thanks for joining us today for this Rubrik workshop on, complete protection for Microsoft 365. Thank you you all for joining us today. I'll keep ramping here as folks are still kinda trickling in from the lobby. Again, thanks thanks for joining us today. We we appreciate y'all spending your time with us. We know how valuable your time is, and so that you're gonna spend a little bit with us today is is wonderful. So thank you so much. K. Good morning, good afternoon, good evening wherever you are in the world, and, again, thanks for joining us. Just in case you're curious, yes, you are in the right session if you whether you thought you're signing up for an idea, a camp Rubrik event or a Rubrik workshop event. We are kind of in the process of changing the name of it. This is still what was known as a virtual camp Rubrik and Rubrik workshop. Same thing. Appreciate y'all being here. We're gonna walk through a guided lab experience for Rubrik for m three sixty five, and that's what we'll be covering today. Real quick, I wanna just cover some housekeeping notes. My name is Chase. I'm on the marketing team here. And if you've never been in Goldcast before us, we're using the power of this webinar. Pretty similar to most platforms, I'm sure, y'all have experienced. But to the right of your screen will be, the chat where I'll put in some quick global notes, some links, some useful things for y'all to know. There's a docs tab that has further resources for you to check out, including the lab that we'll get to at the end of this session, as well as just more information about Rubrik for m three sixty five, some future webinars that we have coming in, just just some good stuff there in the docs tab. So click on over there and pop open those links for later. And the last is a q and a tab too. That's where you'll put your questions in. To get the most value out of this session, ask all the questions that you can. Really making it interactive is how you get the most out of it, and it makes it fun for us as well too. We have great content for you to already prebuilt, but we'd love to answer your specific questions that you have about what we're covering or about, you know, things about, Rubrik for M three sixty five and, you know, whatever you can think of. With that, I will bring up our host for today, Alpika. Would you like to click that go on stage button and come on up? Here we are. Okay. Here I am. Thank you so much, Chase. And I apologize I'm still learning the platform, so there might be few few glitches, pardon me, in advance. So, like she said, welcome to this session. Thank you so much for taking the time to talk to us about your m three sixty five, data protection strategy and, you know, getting to know what Rubrik has to offer. Quick introductions. My name is Alpika Singh, and I'm a senior technical marketing manager here at Rubrik. Been here, for over four years now, and I primarily cover on technical facing, customer facing technical content for our SaaS, AI and databases amongst other, platforms. I do have Ryan Garrett with me here. He is our, advisory SE for SaaS application. So, you know, you have the right, folks and the right content, in this webinar. So please take advantage of it. We are going to dive in deep, as to how the protection actually works. We do have guided lab at the end, but, you know, most importantly, we are here to give you information. We'll hear from you, answer your specific questions. And Ryan works with customers day in and day out. Right? So he knows, about what customer environment looks like, your specific environment. So please don't hesitate to ask us questions. While I'm presenting, Ryan is working in the background to answer all your questions. So if you have if you are already aware of what the protection looks like, you have some questions, you know, put in right now, and, you know, he can help us answer that. While I'm going through, you have questions, please, you know, put in your questions. We can always take a break from presentation if there are a lot of questions, and then answer them and go back to the presentation. So, keep it interactive. Throw in your questions. You know, give us feedback. That's what we are here for. With that, let's dive in deep. Okay. So we all know that Microsoft 365 is under attack. Now Microsoft 365 has, has had a very interesting journey. It was a completely on prem solution giving you access to SharePoint and your docs, everything which was on your laptop or SharePoint stats that, the SharePoint sites that was more intranet versus Internet. Right? So everything was accessible through your VPN only, most, mostly, through through a cable or, you know, not public Wi Fi, company Wi Fi, those kind of things. But it has evolved to be this a platform or a SaaS application that is available on Internet. All you need to do is just enter your credentials and you're there. So why is it under attack? A, it's it's a centralized platform to have all your com most important company data, be it customer information, you know, your, employee information. It could be your budget. It could be your IP. Everything is across different, applications on Microsoft 365. You have customer sensitive chats on, Teams. Like, essentially, if somebody gets access to your Microsoft 365 environment, you know, they they have the lay of the land. Everything confidential, they they will have access to. And that's exactly why Microsoft 365 is constantly under attack, you know, so they can get a lot of money, in the form of ransomware. Now along with, Microsoft 365, the other thing that's always under attack is your identity. Be it on your ID, or your active directory, if you're using on prem. Right? So, we've seen, like, at least 90% of, the our customers or, globally, organizations have faced identity related incidents as well. Why is that? Very simple. Like, once they have access to one of, the admin accounts, they can, you know, escalate get their accounts and privileges escalated, get, essentially access to every application that's out there, not just Microsoft 365, but you have now we are talking about your cloud data, your on prem data. Right? So we are now starting to see a lot of, attacks on identity, Microsoft three sixty five amongst other applications. And the end goal for the attack is always data loss and ransomware. So what do you need to do? A, you need to have a good cyber security posture, where you are reducing the attack surface, of, reducing the attack surface so you have minimal loss of data or, you know, minimal loss of sensitive data. Are you sure you have that? We will dive into what that entails, but, you know, just to get started, that's what we're gonna talk about. Cyber recovery. You know, it's inevitable that, there there won't there will be a cyber attack, in your infrastructure at some point or the other. Are you ready to recover from that? Are you ready to recover quickly and get up and running within few hours or few days depending on the size of your organization versus being down for weeks, months, you know, depending on what kind of data you're trying to recover? So just for that perspective, what we need is end to end cyber resilience. When we talk about cyber posture, we are talking about knowing where your sensitive data is. You know, knowing exactly who has access to it. Has the access detail has changed. Like, is there any data that is publicly available? Are the MIP labels, correctly applied on the data? You know, those kind of things you need to know before an attack happens so that you can minimize the risk of data loss. And then, of course, can you prioritize your recovery, so that you can get up and running quickly rather than, you know, recovering the entire dataset and taking days or weeks or months, to get fully functional. The mother the most, important thing is making sure that you're able to, recover your, Ultra ID or, essentially, your any identity service you're, using. Because, you know, once the cyber attackers have access to your passwords, in any form or format, it's always good to have, you know, it's rebuilt, from a good, and a safe recovery point, which is clean, which is free from any malware. And then you can, you know, ask your users to change your password, change their passwords, and make sure that, you don't get attacked again. And that's where, Rubrik comes in play. So we will dive in each of these topics, what Rubrik provides, like, how Rubrik provides end to end cyber resilience. You know, how Rubrik can classify, monitor, and discover all your sensitive data, tell you about any violations, everything through Rubrik security cloud. Again, provide orchestrated on Friday or, restore your active directory as well. Again, we do have air gapped protection for both of that solution as well. And, of course, we're here to talk about Microsoft 365, so how Rubrik provides, air gapped, solution which you can recover quickly from in case you need that. Okay. Now this solution is essentially, coengineered with, Microsoft, engineers. So, Microsoft provides a secure tenant, secure platform where you are hosting your Microsoft 365 data versus Rubrik provides you, provides you with an air gapped backup solution where your data stays safe, should there be an incident. And, also, Rubrik provides you with coverage for, cyber essentially, backup solution for your other on prem, applications such as different databases, Kubernetes, or other staff applications like, Dynamics three sixty five or Salesforce amongst others. We do have cloud protection as well. So for your Azure data, you can be rest assured Rubrik can provide coverage for that as well. And with that, let's get into what the m three sixty five solution looks like. So, essentially, there are three, major components in the architecture which we will discuss. First one is Rubrik Security Cloud. Now this is our global management for your on prem cloud and SaaS data. It's a SaaS platform, managed by Rubrik. You know, essentially, it's a centralized location where you protect, recover, see all sorts of, alerts, monitor everything. Everything is through Rubrik security cloud. You don't need another platform to learn, or to manage other applications or look at other data. The other one is Rubrik hosted, security sources. This is essentially Rubrik subscription where your, backup is stored, and this this is where this is how it provides the air gapped, backup platform. It's an immutable platform, so your data cannot be modified, or deleted, just, you know, if even if, attackers get access to it. The credentials for this hosted solution is never shared with our customers, and it's on purpose. It's essentially to provide you with that air gapped solution. It is co engineered with Microsoft, so, you know, we have optimized how we use the APIs for backup and recovery, ensuring that we are able to complete backup and, backup and recovery and not overuse your APIs. And then, of course, customer managed m three sixty five. This is where, you know, all your Exchange, OneDrive, SharePoint, Teams data lives. And, if you are protecting on prem ID or on prem AD, that becomes part of the architecture as well. So, you know, before we get into backup and recovery, we do have to go through initial setup and how does that work. First off, Rubrik will provide you with access to your own Rubrik security cloud or RSC, and that's where you put in your credentials and, launch the setup. For that, you do need to enter your subscription URL and provide one time access, or enter your admin credentials. Don't worry. This credential is never stored, never reused. It's, used only to create auth, o auth two dot o tokens, so that Rubrik can use that, to authenticate itself for, any future, you know, backup and recovery operation. Once that happens, Rubrik actually creates enterprise application, application for each of the app. So one exchange enterprise app, then one for OneDrive, SharePoint, and Teams. This becomes the, the authentication point, for Rubrik going forward. Next up, it will, spin up dedicated customer resources, like, essentially for exocompute. So it uses AKS cluster for doing any compute, any computation for their storage account, where your data is stored as blob, and then Azure keyword for, storing the, root key encryption key. One thing to note is that the storage is always, zone redundant storage. So we want to make sure that if a zone goes down, your data is always available, for any recovery operation. Another thing to note is that, Rubrik oh, actually, that's the next slide. So I'll get I won't get ahead of myself. Next, once, you know, these resources are spun up, Rubrik will go ahead and discover, all the apps that are present in your m three sixty five and inventory all of the data, in Rubrik security cloud. So then you can start protecting it. The protection is not automatic. However, it will inventory everything that you have in your m three sixty five subscription. Post that, based on your SLA requirements, you can assign, you know, how often you want to back up your data, how long you want to retain your data from for, those kind of things. So, fairly simple process. And one question we get a lot is that does Rubrik support Multi Geo? Yes. We do support. It's a simple checkbox of checkbox option when, you onboard your subscription. You will pick your preferred data location, while onboarding, and then you can also, you know, say that we have multi you need multi geo support. Rubrik will identify where your data lives. And then based on the geolocation, you know, separate resources will be spun up, again, in Rubrik subscription, essentially to store that data. So you can have a separate preferred data location or PDL for India or for UK or other parts of Europe to, you know, follow any GDPR policies. Right? And, by default, you can select North America as your central data location. You can have different RBAC roles as well in build so that, only admins probably in, UK have access to the, data for for data living in, UK, and only they can perform recovery. So there's a lot of granularity built into the platform and the solution itself. With that, let's get into the backup, how it actually works. So, depending on the SLA policy, when it's time for the backup to happen, Rubrik Security Cloud will alert the subscription essentially to, spin up resources, exocompute resources, to, you know, make the backup actually happen. And this is a scale out system. So, essentially, you can start with two pods. But if Rubrik sees the need for additional pods, it will spin up spin down resources as needed. Next, it will authenticate using the service applications, or the service applications, which was previously created. Once that is completed, the the AKS cluster will use graph APIs to actually copy the data, from your application back to Rubrik hosted storage account. Once that is completed, Rubrik will perform indexing services. Now indexing is, very important. Now this helps you, to to granular recovery, do a lot of searches, from Rubrik Security Cloud. And it's it's it's very it comes in very handy, for a lot of things. It also performs a lot of data classification and threat analytics, and I'll give you the details in just a little bit. Once all of these services are completed, Rubrik will encrypt the data using, envelope encryption, and, using the root key encryption key as well. And once that's completed, of course, data is stored. And the, metadata that is calculated during the indexing process, it's actually sent back to Rubrik Security Cloud, which is used for, you know, search capabilities. Once all of that is completed, Rubrik will spin down the entire AKS cluster. You know, if there are any services running, it will let it complete, but the end is always like it spins down all the resources when not needed. With that, we will move into how the restore works. It's literally just the opposite. As a user, as an admin, you will log on to Rubrik Security Cloud, use the search functionality, you know, either to do, a file recovery or a chat recovery or, you know, entire, for an entire org. It just depends on what you're doing, but the process is always the same. You select, the snapshot from where you want to recover, give the command, and Rubrik gets into action. Essentially, again, it will spin up the exocompute resources in the form of AKS cluster. Next, it will authenticate itself using the enterprise app, and then it will decrypt the data first, extract the data, and then move it, to your, to the to the customer managed Microsoft 365 subscription. And then once the operation is complete, it will spin down, all the AKS cluster to, to complete the job. Now we move into what we call as data threat analytics. Now these are one of the many, additional services that comes with our enterprise, license. And, anomaly detection is one such service available as part of data threat analytics, umbrella. So as the name suggests, it is actually looking for anomalies. Anomalies meaning, you know, drastically data getting deleted or there's an encryption event out of the blue. Things that are not usually, happening in your environment, that's what, this service is looking for. And it happens in two phases. So during the first phase, we talked about, you know, this whole indexing process and metadata creation. Right? So what Rubrik will do is that in in during the same process, it will take the current file metadata, which is what is FMD, and then compare it to the previous file metadata. It will create a diff file. And then essentially, that will be fed to a multistage machine learning model. And the model then analyzes, you know, if there are such anomalies or if there are these major events that have happened where there are, like, millions of files that they're just getting deleted. Like, modification to some extent is, toleratable, but, you know, just it's it's looking for those sudden changes. Over a period of time, the algorithm learns a lot about your environment, so it's it's looking for that diff. If it does find that there are certain anomalies, it will create the list of those anomalies including, you know, the objects where those anomalies are found. What are those anomalies? When did it first start? Essentially to give you a blast radius of of any any such event. And after that, that information is sent to the anomaly detection application, again, accessible through Rubrik's security cloud so that, you know, you can have that information handy. The phase two involves, encryption detection. Now this is not, looking for, like, oh, your data was encrypted before, you know, if your if the your data is encrypted at your end, at the customer end. It's not it's it's intelligent enough to, learn the difference between what data is actually interpreted by the customer or the attacker. Right? So it's looking for, any such signs. So the diff, file metadata is essentially sent for entropy scan, And then, the value of that scan is then updated in the FS table, which runs through another, machine learning model, to look for such encryption events. Now the the role is that, you know, it also is to avoid any false positive. So to minimize the whole that, oh, yeah. There's an encryption versus, oh, yeah. This was expected. I don't know why I caught this alert. Right? So we want to minimize those kind of false positive, alerts. So once once if if there are any encryption found, the result is then sent to the anomaly detection UI. And then, again, like, it tells you which objects are affected, when did it first start, how widespread the, encryption is. So with this, you can be proactive about if certain things are changing in your environment before it becomes a full fledged cyber attack. You can take start taking actions, without the attackers knowing what's that you have you already know about it and you're starting to remediate, before a full blown attack. Next is threat monitoring. Again, this is part of data threat analytics, and this is also very proactive approach, to keep your environment safe. Now Rubrik has essentially creates a curated feed of, threat intelligence, which is looking for the most common threat, which is present globally. So you will not find, Rubrik looking for threats that was prevalent ten years or twenty years ago. It's literally the most current threats, that is prevalent. So, in the form of hashes, it will essentially the the the indicators of compromise or the threats essentially are, in the form of hashes. So as in when your backup happens, we will start scanning your backup for those threats, if there are any threats present. Again, the UI will, tell you that, okay, there is certain indicators of compromise present, the detail of that threat, when was it first found, which snapshot we found it in, which objects are affected by it. Again, this helps you understand the blast radius of any ongoing attack, that's happening in your environment. Now this was a very proactive approach, both of that. We also have a reactive approach, which is threat hunting. And now this is you already understand that, you know, there is, of attack, and you're trying to figure out, which other objects could be affected. You know, you take the hash value of the indicator of compromise, and then through the UI, you select, one object, all objects, or even, you know, look for, look for look for threats in other applications. It could be your unstructured data. You know? Has the threat spread across other applications? So it's useful for that. And, also, if you're trying to recover from a snapshot which you think is clean, you know, you can rep, you can run threat hunting to ensure that it's free from any indicators of compromise. So when you do the recovery, you don't again get attacked, by the same, indicator of compromise. So, next set of things will be now we are talking about data security posture management. And this is all the DSPM portfolio of Rubrik. Now this is where all the data classification, sensitive data classification, where your data lives comes in play. And we have different applications, giving you different kind of information. So the first one, which has been around for a long time for m three sixty five is data classification, discovery and classification. The name was sensitive data discovery before, but, you know, now we've moved on to data discovery and classification. So, as part of this classification engine, Rubrik also provides a lot of, lot of preexisting or pre calculated analyzers and policies. Now these analyzers are looking for specific data types. So it could be an analyzer looking for your Social Security number or your bank routing number. It could be your driver's license, you know, these kind of things. And there are, I think over 200 or 300 analyzers that are available, and we are constantly adding new ones. Sorry. Give me a second. If you don't see, an analyzer that matches your data type, you do have the option to create custom data analyzers as well. Sorry. I'm gonna go on mute for just a second. Have a cough attack. Yes. Sorry about that. So these analyzers then map to different classification policies. So it could be a GDPR policy or it could be HIPAA. It could be PCI, PII policy. Or if you have custom policies that are prevalent in your industry or for your or needed for your organization, you can create one as well. So, essentially, once you launch the application, you apply these policies, to your data. It could be your OneDrive or SharePoint data. And then once these policies are applied, after every backup, Rubrik will scan your backup, to see if there is any sensitive information present in that backup. And, identify where that sensitive data is located, who has access to it, if there are any violations present. When we talk about violations, we are talking about, you know, if if a directory or if a folder or if a file has open access. You know, if someone in HR department has access to, sales data or sales data having, you know, access to your, HR data, things like that. So if there are such violations found, it is available on the, UI and for you to take a look at it and, you know, take action, to mitigate the risk and, you know, minimize your, exposure risk. Okay. As part of the classification engine, we just introduced another feature. It's called data access governance. And it was available for our other workloads. Now we are adding it for our Microsoft 365, customers as well. Now, the premise of data access governance is that, you know, Rubrik will back up your active directory on the ID, if Windows files. It's not necessary, but, if you're backing up, that's great. And then your Microsoft 365 data as well. I'm so sorry. Just give me another second. Okay. Hopefully, that was the last bit of it. Okay. Once Rubrik backs up that data, the data classification engine kicks in, and it essentially gathers a lot of information. So your user, SIDs, your group membership, ACLs, all the contents of, your document and, you know, all the system logs. It's trying to assess and map, who has access to what data if if the access to Microsoft three sixty five, you know, a particular folder, if if if it's, if it's assigned more to your legal team, and if if it's accessible by another team, you know, things like that. It's trying to figure that out. And if there is sudden access by an external, personnel to that data. Right? So it's it's trying to assess and access that information, with every backup. And that then it's evaluating if there are any violations. Meaning, if there are open policy set on a file. So if if things are accessible on the Internet, if there are missing if if the document classification type is wrong. For example, if it's a tax document and it's labeled as, social, you know, just another Excel document, things like that. It's trying to figure out, if there are any such violation, if there are missing, MIP labels. So those kind of things, is what the classification engine performs, evaluates, and then notifies the users or the admins of these violations. What can you do with these, violations? Well, you can take action. You can actually, take this violation information and send it directly to your c men source so you can, essentially centralized all centralized all this information and take action. Or you can remove those publicly accessible, permissions from the file or folder right from Rubrik Security Cloud. You can actually create an IT ticket, for your team to look at it and then, you know, take necessary action. Or you can add or remove map labels, remove access. So, essentially, Rubrik is not only letting you or giving you the information. It's actually letting you take action, on that violation as well so that you, again, like, minimize the impact and, you know, secure your, sensitive data and making sure that, you know, minimizing the data loss, in case of any cyber attack. So once we are done with, with data set analytics, cyber exposure, we are now into the part of cyber recovery. So should there be an attack, what do you do? You want to get up and running very quickly. And for that, Rubrik does have this prioritized data recovery in addition to, essentially, a file like, a single file folder or master copy option. This is to get yourself up and running. So, essentially, you start your wizard, to, to, you know, kick start your recovery process, and then you select prioritize recovery, as your recovery option. You define the window, and define basically, with you know, from this which snapshot you want to recover from and how many days prior to today you want to recover the data for. So, you can go as detailed as, like, one day, two days, or thirty days. It just depends on your dataset. You can recover your email, documents, or chats. Right? Like, you can select all of that in a single wizard, and then get started. So, you can also choose to recover all the remaining data once the prioritized recovery is completed. So with prioritized recovery, the idea is that you get functional within hours, you know, depending on the size of your organization rather than waiting for the entire dataset to be recovered and get and then get operational. That's the idea there. Then we also offer self-service restore. This this feature was, I think, added, at the beginning of the year. So, essentially, it's reducing, your admins, just recovery, you know, giving them time back, essentially. So you can allow your, your employees to restore their own data. So, essentially, you, assign them the application. They will have access to an instance of Rubrik Security Cloud. They log in to it, and all they can see is, the option to recover their own OneDrive or SharePoint data. They simply can do, multiple files. They can recover their entire inbox, or they can search and recover a single item. They can initiate in in place, restore. Now the recovered opt items are recovered in in another folder, not so that, you know, we don't mess with, with what they currently have. And once the recovery is completed, both the user who has initiated the self-service restore and the admin, they both get notification of the recovery status and, you know, data recovery was actually in place. So we talk a lot. Like so, you know, I just wanted to finish with the part that pre attack, Rubrik helps you, understand where your data lives, minimize your, attack surface, minimize the risk of any sensitive data, being exposed outside your organization, making sure that you're ready, for any such attack you know, any such event should it happen. That also allows you to do, prioritize recovery, and do, you know, a lot of anomalous activity detection, identify anything wrong, that is ongoing in your environment. And then also allows you to recover your identity or under ID or active directory as well, giving you a complete cyber resilience. So, like, from pre attack to post attack, we've Rubrik has got you covered end to end. And with that, I'll pause to see if there are any questions. I do see one. Can you talk about how Rubrik works together with Microsoft Purview? So, essentially, this this is where we call it mid labeling. Rubrik can, get all the information about your current labels, what kind of labels exist, in your, Microsoft Purview and essentially see if any of through document classification, if there are certain documents that needs to be classified as, you know, top secret or whatever label you have, it can essentially flag that, you know, x, y, and z document has a missing net label. And you can use Rubrik's Security Cloud, either directly to apply label or you can, you know, open a create a ticket, for another team to take a look at this and apply the label and, you know, make sure that, everything is in line with what Microsoft Purview has. I think we have time, and I can actually just show you what the lab looks like. Give me a second. Let me stop sharing. Okay. Here you go. So we talked about a lot of applications. And if you look at the demo, essentially, this demo is talking will take you through how do you protect your Entra ID, how do you recover your Entra ID, how do you recover your active directory, then we get into how do you onboard how do you onboard your, M365 subscription. You can either click next or you can use the right arrow key to move forward. It, you know, walks you through exactly what the process will look like. Like we talked about the multi geo support, you can, you know, like, select where your central data location is, all of that. Details are present in the lab. We will in this lab, you will also have the option to go through how do you protect, recover, how do you integrate that Microsoft storage recovery to another subscription, data thread analytics, all the data discovery classification, DSPM, all the good things. You know, how do you actually apply NIP labels? Like, if you look at it, what policies we have, document type classification. Like, let's take a look at the DAG aspect. If we go to violations, Rubrik will tell you all the active violations, and then you can see, like, there are a couple of lot of options. But, right here, the external access test, there's missing label as well. So if you, click on external access, you can figure out that there is actually data, that is available out on the Internet, and then how do you remediate from it? That will be the next section of the lab. So, you can get hands on experience, with what, the end end to end solution looks like. And, you know, if you have questions, you can reach out to, Ryan, myself, or your, existing sales teams, whoever you're talking to. That's all I have to share. And then if there are no questions, I will leave you with, you know, some technical content which we have for your consumption. We have a very detailed how it works, white paper on group with protection. The updated version is coming soon as well. Then again, like, centralized location for everything is available on, the, web page, which is hosted by Rubrik. With that, Chase, over to you. Thanks, Alpika. That was great. Appreciate the time sharing with us. For everyone, again, like, to click these links, click on the docs tab. That'll take you right to the links that are here on screen as well as to the guided lab for you to start clicking through yourself. There's a great question here from Joseph. Is this being recorded to view later this session? Yes. This it automatically is recorded. The link that you used to join us today live will be the same link to view the on demand recording. So whether it's for yourself, whether it's for somebody in your on your team or you're gonna forward it on to, the link is good. You can use that to pop back in and watch the recorded version of this webinar. Yeah. And we're gonna be online for a little bit longer too. So as you're clicking around through those resources or through, the guided lab, have any questions, you know, pop the questions in here, and and we'll be sure to answer them. We'll hang on here for, you know, another ten minutes at most. If the questions die off, then we'll log off too. But feel free to, you know, ask some questions, and and we'll get those answered. Awesome. Thank you all for taking the time, and attending the webinar. Yes. Thank you.