Compliance Meets AI: Deep Dive into Sensitivity Labels and DLP for Copilot
Last Friday’s session was packed with insights on Data Loss Prevention (DLP) and Sensitivity Labels in Microsoft Purview, and how they integrate with Copilot for M365 to keep your data secure while enabling productivity. If you missed the session, we have you covered you can watch it here https://aka.ms/Compliance-Meets-Ai-Session-Three Key Highlights: Sensitivity Labels & Copilot: We explored how labels inherit across Copilot-generated content, why label priority matters, and the critical role of extract permissions for Copilot responses. Endpoint DLP: Ben Perkins walked us through onboarding endpoints, using Purview clients, and applying policies to prevent sensitive data egress to browsers, USB devices, and even generative AI sites. Policy Design Tips: From inline browser protection to advanced classification scanning, we covered best practices for creating robust DLP rules without sacrificing Copilot’s power. Licensing & Integration: E5 licensing simplifies DLP coverage across Exchange, SharePoint, OneDrive, Teams, and endpoints—plus integration with Microsoft Defender for Cloud Apps for cloud-based controls. Upcoming Features: Expect expanded support for sensitive information types in Copilot DLP policies soon, and adaptive protection tied to insider risk levels. Ben’s live demo showcased real-world configurations, including auto-labeling, simulation mode, and advanced rule tuning. The Q&A touched on practical challenges like encrypted PDFs, trainable classifiers, and overlapping policies with MDCA. What’s Next? Don’t miss our next session on Retention and Unified Audit Logs—critical for compliance and Copilot investigations. We’ll also dive into eDiscovery strategies. 📅 Next Session: Friday, October 24 🕛 Time: Noon Eastern ✅ Register here: Compliance Meets Ai: Microsoft Purview in the Age of Ai | Microsoft Community HubMicrosoft deployment blueprint - Address oversharing concerns for your M365 Copilot deployment
Optimized deployment leverages advanced compliance and automation capabilities available in Microsoft 365 E5. This episode outlines how E5 customers can proactively secure data and enhance Copilot performance.Microsoft deployment blueprint - Address oversharing concerns for your M365 Copilot deployment
In regulated industries, internal oversharing can compromise data integrity and Copilot effectiveness. This episode defines what “Foundational” means for Microsoft 365 E3 customers and outlines actionable steps to mitigate oversharing risks during Copilot deployment.
Microsoft Purview - Compliance Score (Part 1) - Overview
Blog Series Part 1 - Microsoft Purview - Compliance Score (Part 1) - Overview Part 2 - Microsoft Purview - Compliance Score (Part 2) - Sample Assessment Scoring Part 3 - Microsoft Purview - Compliance Score (Part 3) - HITRUST Part 4 - Microsoft Purview - Compliance Score (Part 4) - HIPAA / HITECH Part 5 - Microsoft Purview - Compliance Score (Part 5) - GDPR Part 6 - Microsoft Purview - Compliance Score (Part 6) - CCPA Part 7 - Microsoft Purview - Compliance Score (Part 7) - Data Protection Baseline Part 8 - Microsoft Purview - Compliance Score (Part 😎 - ARMA GARP Part 9 - Microsoft Purview - Compliance Score (Part 9) - NIST Privacy Framework Part 10 - Microsoft Purview - Compliance Score (Part 10) - ISO 15489 Disclaimer This document is not meant to replace any official documentation, including those found at docs.microsoft.com. Those documents are continually updated and maintained by Microsoft Corporation. If there is a discrepancy between this document and what you find in the Compliance User Interface (UI) or inside of a reference in docs.microsoft.com, you should always defer to that official documentation and contact your Microsoft Account team as needed. Links to the docs.microsoft.com data will be referenced both in the document steps as well as in the appendix. All of the following steps should be done with test data, and where possible, testing should be performed in a test environment. Testing should never be performed against production data. Target Audience This blog series is aimed at Security and Compliance officers who need to understand how the Microsoft Purview Compliance Manager assessments can help them meet their regulatory and certification needs. Document Scope This document will be covering: the goal of this blog series discussing Compliance Manager assessment at a high level and how to leverage them to meet a business need such as HIPAA, GDPR, CCPA, NIST, etc Out-of-Scope This document does not cover any other aspect of Microsoft E5 Purview, including: Compliance Manager (configuration) Data Classification Information Protection Data Protection Loss (DLP) for Exchange, OneDrive, Devices Data Lifecycle Management (retention and disposal) Records Management (retention and disposal) eDiscovery Insider Risk Management (IRM) Priva Advanced Audit Microsoft Cloud App Security (MCAS) Information Barriers Communications Compliance Licensing For details on licensing (ie. which components and functions of Purview are in E3 vs E5) you will need to contact your Microsoft Security Specialist, Account Manager, or certified partner. We will not be walking through the HITRUST assessment step-by-step. For more information on running an assessment in Compliance Manager, you should reference the corresponding documentation listed in the Appendix and Links section below. You can also find a blog series covering how to do this and how to run other Purview functions at the following link: Microsoft Purview- Paint By Numbers Series (Part 0) - Overview - Microsoft Tech Community Overview of Document We will be walking through: the goal of this blog series Compliance Manager and What it does Compliance Score Compliance Manager – finding applicable Microsoft Solutions Use Case Using Compliance Manager assessments to meeting government regulations or industry certifications. Definitions Actions– the things that need to be done to mark a Control as completed and Assessments – these help you implement data protection controls specified by compliance, security, privacy, and data protection standards, regulations, and laws. Assessments include actions that have been taken by Microsoft to protect your data, and they're completed when you take action to implement the controls included in the assessment. Assessment Templates – these templates track compliance with over 300 industry and government regulations around the world. Compliance Score - Compliance Manager awards you points for completing improvement actions taken to comply with a regulation, standard, or policy, and combines those points into an overall compliance score. Each action has a different impact on your score depending on the potential risks involved. Your compliance score can help prioritize which action to focus on to improve your overall compliance posture. You receive an initial score based on the Microsoft 365 data protection baseline. This baseline is a set of controls that includes key regulations and standards for data protection and general data governance. Controls – the various requirements in your tenant that must be met to meet a part of an assessment Control Family – a grouping of Controls Microsoft Actions – These are actions that Microsoft has performed in side of your tenant to help it meet a specific assessment. Progress – each assessment has a progress chart to help you visualize the progress you are making to meet the requirements of the assessment Your Improvement Actions – These are actions that you and your organization must perform to meet a specific assessment. Regulations – the regulations or standards pertaining to the action (Microsoft) Solutions – the solution where you can go to perform the action Action Types – indicates whether the improvement action is technical, meaning it can be implemented within a solution or product, or non-technical, which would be implemented outside of a technical solution Group - the group to which you assigned the action Categories – the related data protection category (such as, protect information, manage devices, etc.) Notes None Pre-requisites You should have a basic understanding of Compliance Manager and how it works. You can find this information in the blog named “Paint By Numbers” and the official Microsoft documentation found at docs.microsoft.com. You an find links to these in the section below labeled Appendix and Links. Overview of this blog series This blog will review specific Microsoft Compliance Manager Assessments and how they relate to Microsoft Purview solutions. Here is a list of the specific assessments: HITRUST for Microsoft 365 HIPAA/HITECH for Microsoft 365 GDPR for Microsoft 365 California Consumer Privacy Act (CCPA) for Microsoft 365 Data Protection Baseline for Microsoft 365 This is not meant to be an exhaustive list as there are 700+ assessments in Compliance Manager as of the writing of this blog. Overview of Compliance Manager and What it does Here is the official answer as listed in docs.microsoft.com “Microsoft Purview Compliance Manager is a feature in the Microsoft Purview compliance portal that helps you manage your organization’s compliance requirements with greater ease and convenience. Compliance Manager can help you throughout your compliance journey, from taking inventory of your data protection risks to managing the complexities of implementing controls, staying current with regulations and certifications, and reporting to auditors.” Compliance Manager – What does it scan and track? Each assessment in Microsoft Purview Compliance Manager tracks all the regulatory/certification requirements relative to your Microsoft 365/Office 365 environment. Here is a visualization on how this scanning and tracking works. Compliance Score Here is the official definition as found in docs.microsoft.com. The URL can be found in t Appendix and Links section below. “Compliance Manager awards you points for completing improvement actions taken to comply with a regulation, standard, or policy, and combines those points into an overall compliance score. Each action has a different impact on your score depending on the potential risks involved. Your compliance score can help prioritize which action to focus on to improve your overall compliance posture. Compliance Manager gives you an initial score based on the Microsoft 365 data protection baseline. This baseline is a set of controls that includes key regulations and standards for data protection and general data governance.” Compliance Manager – Finding Applicable Microsoft Solutions Built into Compliance Manager is a way to review which Microsoft Solutions will be applicable to each certification/regulation along with the Compliance Score that each of these solutions will bring to your organization. Go to Compliance Manager -> Solutions Here you will see all the Microsoft solutions that are applicable to the assessments you have run. On the right hands side, click Filters You can filter these solutions based on various criteria: Regulations – the regulations or standards pertaining to the action (Microsoft) Solutions – the solution where you can go to perform the action Action Types – indicates whether the improvement action is technical, meaning it can be implemented within a solution or product, or non-technical, which would be implemented outside of a technical solution Group - the group to which you assigned the action Categories – the related data protection category (such as, protect information, manage devices, etc.) You can filter any of these criteria, but we will choose Regulation -> Data Protection Baseline for purposes in this blog. This will narrow ALL Microsoft Solutions down to just the ones relevant to a particular Assessment/Regulation/Certification. You can narrow this further by Categories. Here I will select the categories relevant to Purview/Compliance workloads: Discover and Respond, Govern information, Manage compliance, Privacy Management, and Protect information. For now, we will not run any other filters inside the Compliance Manager -> Solutions section. Returning to the Solutions page, we will now look at the two columns relevant to your Compliance Score: Current score contribution and Potential score remaining. These will allow you to know which Microsoft Solutions will provide the most value to meeting your regulation/certification needs. We are now done with looking at the Compliance Manager – Solutions page. Microsoft Managed Scoring Compliance Manager keeps track of both 1) the organizations responsibilities (ie. Your organization) and 2) Microsoft’s responsibilities, as they pertain each assessment, and then maps a score to those responsibilities. Here is an example of where you would find both of these scores in a Compliance Manager assessment that I have already run. I have gone to Compliance Manager -> Assessment -> HITRUST Then go to Progress tab on the right side to find the Your points achieved score and Microsoft managed points achieved score. Thank Yous Before finishing this overview, I want to thank the members of the Microsoft Health Life Sciences Purview Technical Specialist team (HLS Purview TS) team for their assistance in creating, researching and developing this blog series. This includes, but is not limited to: Erfan Setork, Ken Sicinski, and Chad Lightfoot. Appendix and Links Microsoft Purview Compliance Manager - Microsoft Purview (compliance) | Microsoft Docs Working with improvement actions in Microsoft Purview Compliance Manager - Microsoft Purview (compliance) | Microsoft Docs Build and manage assessments in Microsoft Purview Compliance Manager - Microsoft Purview (compliance) | Microsoft Docs About the Microsoft Purview Compliance Manager premium assessment trial - Microsoft Purview (compliance) | Microsoft Docs Microsoft Purview Compliance Manager alerts and alert policies - Microsoft Purview (compliance) | Microsoft Docs Get started with Microsoft Purview Compliance Manager - Microsoft Purview (compliance) | Microsoft Docs Compliance score calculation - Microsoft Purview (compliance) | Microsoft Learn Working with improvement actions in Microsoft Purview Compliance Manager - Microsoft Purview (compliance) | Microsoft Learn Microsoft Purview- Paint By Numbers Series (Part 0) - Overview - Microsoft Tech Community Note: This solution is a sample and may be used with Microsoft Compliance tools for dissemination of reference information only. This solution is not intended or made available for use as a replacement for professional and individualized technical advice from Microsoft or a Microsoft certified partner when it comes to the implementation of a compliance and/or advanced eDiscovery solution and no license or right is granted by Microsoft to use this solution for such purposes. This solution is not designed or intended to be a substitute for professional technical advice from Microsoft or a Microsoft certified partner when it comes to the design or implementation of a compliance and/or advanced eDiscovery solution and should not be used as such. Customer bears the sole risk and responsibility for any use. Microsoft does not warrant that the solution or any materials provided in connection therewith will be sufficient for any business purposes or meet the business requirements of any person or organization.Microsoft Purview - Paint By Numbers Series (Part 2f) – Automatic Labeling Emails and Files
Before we start, please not that if you want to see a table of contents for all the sections of this blog and their various Purview topics, you can locate the in the following link: Microsoft Purview- Paint By Numbers Series (Part 0) - Overview - Microsoft Tech Community Disclaimer This document is not meant to replace any official documentation, including those found at docs.microsoft.com. Those documents are continually updated and maintained by Microsoft Corporation. If there is a discrepancy between this document and what you find in the Compliance User Interface (UI) or inside of a reference in docs.microsoft.com, you should always defer to that official documentation and contact your Microsoft Account team as needed. Links to the docs.microsoft.com data will be referenced both in the document steps as well as in the appendix. All of the following steps should be done with test data, and where possible, testing should be performed in a test environment. Testing should never be performed against production data. Target Audience The Information Protection section of this blog series is aimed at Security and Compliance officers who need to properly label data, encrypt it where needed. Document Scope This document is meant to guide an administrator who is “net new” to Microsoft E5 Compliance through. We will be covering the auto-labeling of data at rest. It is presumed that you already have a Sensitive Information Type that you want to use in your Information Protection policy. For the purposes of this document, I will be using a previously created Data Classification called “Automatic_Label_Contoso_medical”. The keyword I am tracking within that data classifier is “Contoso_medical”. I am doing this to avoid labeling any files by accident by using an out-of-the-box classifier. For information on how you create your own data classifier, refer back to “Part 1 – Sensitivity Information Types” of this blog series. This document is only meant to be an introduction to the topic of multiple Sensitivity labels. Always refer back to official Microsoft documentation or your Microsoft account team for the latest information. Out-of-Scope This document does not cover any other aspect of Microsoft E5 Purview, including: Data Classification Data Protection Loss (DLP) for Exchange, OneDrive, Devices Data Lifecycle Management (retention and disposal) Records Management (retention and disposal) eDiscovery Insider Risk Management (IRM) Priva Advanced Audit Microsoft Cloud App Security (MCAS) Information Barriers Communications Compliance Licensing It is presumed that you have a pre-existing of understanding of what Microsoft E5 Compliance does and how to navigate the User Interface (UI). For details on licensing (ie. which components and functions of Purview are in E3 vs E5) you will need to contact your Microsoft Security Specialist, Account Manager, or certified partner. Overview of Document Create a Sensitivity Label Verify automatic policy is published Publish your automatic Sensitivity labeling policy Changing between Simulation and “Enabled” mode Reporting on simulations of label application Test the Sensitivity Label is applied to existing files Test the Sensitivity Label is applied to existing emails Use Case Applying Sensitivity labels to data at rest in OneDrive, SharePoint sites, Teams Sites, and Exchange mailboxes. Definitions Sensitivity Label – a metadata tag Publish Label – making the metadata tag available to your tenant Policy – The monitoring and applying of Sensitivity labels through the Microsoft tenant Notes Remember it can take 24-48 hours for a new Sensitive Information Type (SIT) to start to be found in your tenant. So create your SIT ahead of time and place it in Exchange mails and SharePoint/Teams sites, and OneDrive for your testing. Types of labels: Automatic labels are applied to data at rest. Default labels are applied to data upon creation (and based on what is in the file/email). Recommended labels do not label data, but appear when a specific piece of Sensitive Information Type (ex. Contoso_Medical) are added to a file/email. It is up to the user to apply or not apply the recommended label. . Here are some very important things to note about Simulation vs “Enabled” automatic labeling policies. Automatic labeling policies should be thoroughly tested in your dev tenant and you should work with your data security team (or equivalent) should be consulted when using labels, especially automatic labeling. Here is a screenshot of the enablement mode (simulation, off, on) that will be referred to several times in this blog. When in doubt, run the default of Run policy in simulation mode. If you want to apply a label in your dev tenant, you will need to check the box next to Automatically turn on policy if not modified after 7 days in simulation. I recommend you only do this in a dev tenant and after much consideration. If you want to do this in production, I recommend: you consult with your Microsoft support team or certified Microsoft partner be certain know you have thoroughly defined your relevant a) data classification, b) taxonomy, and c) ramifications of applying sensitivity labels to your production data. For this blog, I will be enabling automatic labeling so I can demonstrate labels being applied to files and emails in my demonstration tenant. Pre-requisites You have read Parts 0, 1 and 2 of this blog series You have a Sensitive Information Type (SIT) that will be tied to this automatic label. Populate emails and files with your test information several days before you create your policies. In my environment, I am testing with the phrase “Contoso_Medical”. This will be important during the simulation and testing done later in this blog. Part 1 – Create an automatic Sensitivity label We will first set up our automatic label. Give the label a name and description (and color marker, if you wish). Then click Next. For the Scope, select Items and be sure that Files and Emails are selected. Then click Next. Under the Items section of the wizard, select Apply or remove encryption and Apply content marking, then click Next. We now arrive at Encryption. Click Configure encryption settings. Under Assign Permissions now or let users decide? and chose Assign permissions now. Leave the rest of the settings at the default. under In Assign permissions to specific users and groups, click Assign permissions. For the purpose of this blog, I will click Add all users and groups in your organization, click Save. Click for Apply content watermarking, I like to use the header option as it is the easiest because it is at the top of each electronic page. Next, we will Enable auto-labeling for files and emails. At the top of this page, for the Content contains, we will select the SIT that we created previously. In my case, I am using the “Recommended_Label_Contoso_medical”. The keyword I am tracking within that data classifier is “Contoso_medical”. At the bottom of this page, for the When content matches these conditions select Automatically apply the label. Note – this is the proverbial switch that needs to be flipped for a label to enable Recommend vs. Automatic vs Default labels. We also want to provide an explanation in Word, Excel, etc. for the users. So in the field Display this message to users when the label is applied, type the message you want your user to see when the label is recommended. Then click Next. On the protection settings for Groups and Sites, we will not be enabling anything as they are not applicable for this label and policy. Accept the defaults and click Next. On the schematized data assets, we will leave this at the default of Off. Click Next. Review your label and click Create Label. Under Next steps, select Automatically apply label to sensitive content. Note – If you select Publish label to user’s apps, you’ll have to follow the steps in the “Publish your automatic label” section below. Click Done and then Create Policy and then Close. Part 2 – Verify Automatic policy is published If at the “Create your automatic label section above”, you clicked, Automatically apply label to sensitive content, proceed to the test label on new file/email sections below. If you did NOT click Automatically apply label to sensitive content above, then go to the “Publish your automatic policy” section below. If you are not sure, if you policy was created, you can find that out by doing the following. Go to Information Protection –> Auto-labeling. Under Simulation, you should find the policy created on the last step of creating your label. Part 3 – Publish your automatic Sensitivity label (if needed) If needed, you can set up your automated labeling policy. You do this by doing the following: Go to Information Protection –> Auto-labeling. Click Create auto-labeling policy. On the first step of the wizard, select Custom -> Custom policy. Then click Next. Give the policy and name and click Next. In the next step of the wizard, you can assign a specific administrative team to manage this policy. We will not be doing that in this blog. Click Next. Next, choose the locations and where this automatic policy will be applied. These locations include Exchange (for users or groups), SharePoint (and Teams) sites, and OneDrive (for users or groups). As I am in a test tenant, I will accept the defaults. I recommend you narrow your locations to a test user(s) or SharePoint sites for your initial testing. For the next step, I will accept the Common rules. Feel free to explore the advanced rules on your own. Click Next Now we will create a rule with to go with our automatic label above. Click New rule. Give your rule a name, description, and add a condition. I’ll be using the Sensitive Information Type I created previously (Automatic_Label_Contoso_Medical). When you are ready, click Save and then click Next. Next, choose a label to be applied. To do this, click a Choose a label, chose a label and click Save. When you are satisfied, click Next. Under additional settings, accept the defaults and click Next. The next step is to either turn on or off the policy. I will leave the default of Run policy in simulation mode. When you are ready click Next. Review your automatic policy and click Create policy and then click Done. You are now ready to move to the testing phase of this blog. Part 4 – Changing between Simulation mode &. “Enabled” mode Do the following to change from simulation mode to “enabled” mode or vice versa. Go to Information Protection –> Auto-labeling. Under Simulation, you should find the policy created on the last step of creating your label. Select the Edit policy. In the wizard, go to Policy Mode (on the left). When you are ready click Next. When you have made the change you want, click Next, review your automatic policy and click Create policy and then click Done. Part 5 –Reporting on simulations of automatic labeling To know what files/emails would be labeled if your automatic labeling policy had actually run, you will need to go to the following location. Note – Remember that it can take several days for your tenant to start reporting back on existing data matching your policy. This is due to back data processing and indexing that we will not discuss at this time. Go to Information Protection –> Auto-labeling. Under Simulation, you should find the policy created above. Open your policy. At the bottom of the policy, you will see results for files and emails that will match your policy. Note #1 – You should pre-populate your test SharePoint sites, OneDrive sites with data that possess your SIT data (ex. “constoso_medical”). Note #2 – For emails, you need to send those after your policy is created for them to be seen by your automatic labeling policy. Before we can apply our “test” automated labels against the data in our tenant, we have to enable our policy. Do this by clicking Turn on policy as seen in the screenshot above. Now move to the next section. Part 6 –Test label on new file Before we start our file and email tests, remember that labels and policies can take a while to replicate throughout your tenant. One hour is usually a good amount of time to wait, but it might be quicker or slower to populate based on several variables in your tenant we will not cover at this time. With that understanding, let us move on to our testing. Because Automatic labeling takes place on cloud work loads at this point in time (not on endpoint devices), we will do our testing against a file(s) created on a OneDrive or SharePoint Site (related to your test locations mentioned above ins Part 3). Create a new Word, Excel or PowerPoint document. I will create a Word document. Type in the Sensitive Information Type that you have associated with your recommended Sensitivity label (I am using the compound word “contoso_medical”) and save your file. Wait a few minutes for the automatic labeling to run on the backend in the cloud. Reopen the file in your browser. At the bottom you should see your label next to a padlock icon. If you then open that file in your local version of word, you will see the label information marked in 2 locations. This is the end of the file testing. Part 7 –Test label on new email We will now test this automatic label against a newly created email. Open Outlook. Create a New Email. Type in the Sensitive Information Type that you have associated with your recommended Sensitivity label (I am using the compound word “contoso_medical”) and send it to/from your test user (See my example email below). Note – If you have a default label configured like I do, you might see that on the left of your From/To/CC/BCC fields. As this is the easiest way to see a change in your label, let us look at an example. Once you receive the email, you should see something similar the following in your Inbox/email Preview panel (or when you open your email). This is the end of the email testing. Appendix and Links Create and publish sensitivity labels - Microsoft Purview (compliance) | Microsoft Learn Labeling in the Microsoft Purview Data Map - Microsoft Purview | Microsoft Learn Enable sensitivity labels in Power BI - Power BI | Microsoft Learn Automatically apply a sensitivity label in Microsoft 365 - Microsoft Purview (compliance) | Microsoft Learn Learn about sensitivity labels - Microsoft Purview (compliance) | Microsoft Learn Use sensitivity labels with Microsoft Teams, Microsoft 365 groups, and SharePoint sites - Microsoft 365 Compliance | Microsoft Docs Enable archive mailboxes in the Security & Compliance Center - Microsoft 365 Compliance | Microsoft Docs Restrict access to content using sensitivity labels to apply encryption - Microsoft 365 Compliance | Microsoft Docs Use sensitivity labels with Microsoft Teams, Microsoft 365 groups, and SharePoint sites - Microsoft 365 Compliance | Microsoft Docs Automatically apply a sensitivity label to content in Microsoft 365 - Microsoft 365 Compliance | Microsoft Docs Use sensitivity labels with Microsoft Teams, Microsoft 365 groups, and SharePoint sites - Microsoft 365 Compliance | Microsoft Docs Automatically apply sensitivity labels to your data - Azure Purview | Microsoft Docs Manage sensitivity labels in Office apps - Microsoft 365 Compliance | Microsoft Docs Mandatory label policy in Power BI - Power BI | Microsoft Docs Automatically apply a sensitivity label to content in Microsoft 365 - Microsoft 365 Compliance | Microsoft Docs Note: This solution is a sample and may be used with Microsoft Compliance tools for dissemination of reference information only. This solution is not intended or made available for use as a replacement for professional and individualized technical advice from Microsoft or a Microsoft certified partner when it comes to the implementation of a compliance and/or advanced eDiscovery solution and no license or right is granted by Microsoft to use this solution for such purposes. This solution is not designed or intended to be a substitute for professional technical advice from Microsoft or a Microsoft certified partner when it comes to the design or implementation of a compliance and/or advanced eDiscovery solution and should not be used as such. Customer bears the sole risk and responsibility for any use. Microsoft does not warrant that the solution or any materials provided in connection therewith will be sufficient for any business purposes or meet the business requirements of any person or organization.
