{"id":14652,"date":"2026-03-18T11:16:50","date_gmt":"2026-03-18T11:16:50","guid":{"rendered":"https:\/\/stgprodtnk.wpenginepowered.com\/?page_id=14652"},"modified":"2026-03-18T13:40:09","modified_gmt":"2026-03-18T13:40:09","slug":"data-risk-management","status":"publish","type":"page","link":"https:\/\/transnumerik.com\/en\/data-risk-management\/","title":{"rendered":"Data risk management"},"content":{"rendered":"\t\t
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Data risk management<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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Identify, manage, and reduce insider risk and other potential data vulnerabilities<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t

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Managing data protection and compliance can be a massive challenge. And it\u2019s made tougher by larger data volumes, increasing regulatory complexity, remote work environments, and growing insider risk. Once you\u2019ve understood and protected your data, the final step in a comprehensive data protection approach is reducing your data risk. With Microsoft Purview, you\u2019ll be able to get a better handle on risk by following the steps in this section.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t

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Step 1<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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Leverage machine learning to identify potential insider risks<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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The proliferation of digital data and the rise of remote and hybrid work have increased concern around insider risks. Organizations everywhere face real challenges in protecting themselves from harm arising from misuse of authorized access\u2014both accidental and malicious. Microsoft Purview Insider Risk Management uses machine learning to correlate a broad range of signals to identify potential insider risks, so you can quickly identify and act on them.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t

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Step 2<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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Detect potential violations in\ncommunications related to regulatory compliance or business conduct<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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It\u2019s important to foster compliant communications, by protecting sensitive information and detecting inappropriate messages, such as those containing harassing or threatening language or adult content. Microsoft Purview Communication Compliance provides tools to help organizations identify these kinds of issues, including compliance violations related to regulations like SEC or FINRA. Built with privacy by design, these tools provide role-based access controls, pseudonymize usernames by default, and maintain audit logs to help ensure user-level privacy.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t

\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\tEn savoir plus<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\r\n\t\t
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Step 3<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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Store and retain core business records<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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Your organization likely needs to meet regulatory and compliance requirements around records management. You need to be ready at any time to demonstrate compliance with regulations, but ideally you also want to dispose of data that\u2019s no longer valuable or no longer required for business or regulatory reasons. Microsoft Purview Records Management gives you a reliable system to manage and store regulatory, legal, and business-critical records, retaining them in unalterable, compliant formats.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t

\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\tEn savoir plus<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t
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Step 4<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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Power forensic investigations with audit-ready reporting and insights<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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Your organization might need to conduct forensic or compliance investigations at times, especially when researching possible breaches and determining the scope of a compromise. This can require specific information, such as when and what a user searched for, as well as when particular emails were accessed, replied to, or forwarded. Microsoft Purview Audit makes forensic investigations more productive and efficient. It provides insights on user activity, high-bandwidth data access, and reporting that helps you feel more prepared for audits. It can also help you preserve audit logs to meet regulatory requirements for up to 10 years.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t

\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\tEn savoir plus<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\r\n\t\t
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Step 5<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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Identify legal risks and investigate<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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If your organization needs to respond to a legal matter or internal investigation, the first step will be discovering where the relevant data lives. You\u2019ll need to identify persons of interest and their data sources, apply holds to preserve data, and manage the communication process around legal holds. Microsoft Purview eDiscovery provides an end-to-end workflow to preserve, collect, analyze, review, and export content for both internal and external investigations. Intelligent machine learning capabilities such as deep indexing, email threading, and near-duplicate detection can also help you narrow down large volumes of data.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t

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Step 6<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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Continuously assess and track your compliance effectiveness<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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Managing compliance requirements in a multicloud environment can be challenging. You need to take inventory of data protection risks, deal with complexity when implementing controls, stay current with regulations and certifications, and be ready to report to auditors. Microsoft Purview Compliance Manager can help you continuously assess and track the effectiveness of your compliance efforts. It has many capabilities that simplify compliance and reduce risk, including pre-built assessments for common standards\u2014for example, around certain industry or governmental bodies. You also get stepby-step guidance on suggested improvements, as well as a risk-based compliance score to help you understand your compliance posture.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t

\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\tEn savoir plus<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t
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Step 7<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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Continuously assess and track your compliance effectiveness<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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Managing compliance requirements in a multicloud environment can be challenging. You need to take inventory of data protection risks, deal with complexity when implementing controls, stay current with regulations and certifications, and be ready to report to auditors. Microsoft Purview Compliance Manager can help you continuously assess and track the effectiveness of your compliance efforts. It has many capabilities that simplify compliance and reduce risk, including pre-built assessments for common standards\u2014for example, around certain industry or governmental bodies. You also get stepby-step guidance on suggested improvements, as well as a risk-based compliance score to help you understand your compliance posture.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t

\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\tEn savoir plus<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t
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Step 1<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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Leverage machine learning to identify potential insider risks<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

The proliferation of digital data and the rise of remote and hybrid work have increased concern around insider risks. Organizations everywhere face real challenges in protecting themselves from harm arising from misuse of authorized access\u2014both accidental and malicious. Microsoft Purview Insider Risk Management uses machine learning to correlate a broad range of signals to identify potential insider risks, so you can quickly identify and act on them.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t

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Step 2<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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Detect potential violations\nin communications related to regulatory compliance or business conduct <\/h2>\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

It\u2019s important to foster compliant communications, by
protecting sensitive information and detecting inappropriate
messages, such as those containing harassing or threatening
language or adult content.
Microsoft Purview Communication Compliance provides
tools to help organizations identify these kinds of issues,
including compliance violations related to regulations
like SEC or FINRA. Built with privacy by design, these
tools provide role-based access controls, pseudonymize
usernames by default, and maintain audit logs to help
ensure user-level privacy.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\r\n\t\t

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Step 3<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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Store and retain core business records<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

Your organization likely needs to meet regulatory and compliance requirements around records management. You need to be ready at any time to demonstrate compliance with regulations, but ideally you also want to dispose of data that\u2019s no longer valuable or no longer required for business or regulatory reasons. Microsoft Purview Records Management gives you a reliable system to manage and store regulatory, legal, and business-critical records, retaining them in unalterable, compliant formats.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t

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Step 4<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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Power forensic investigations\nwith audit-ready reporting\nand insights<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

Your organization might need to conduct forensic or compliance investigations at times, especially when researching possible breaches and determining the scope of a compromise. This can require specific information, such as when and what a user searched for, as well as when particular emails were accessed, replied to, or forwarded. Microsoft Purview Audit makes forensic investigations more productive and efficient. It provides insights on user activity, high-bandwidth data access, and reporting that helps you feel more prepared for audits. It can also help you preserve audit logs to meet regulatory requirements for up to 10 years.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t

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Step 5<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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Identify legal risks and investigate<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

If your organization needs to respond to a legal matter or internal investigation, the first step will be discovering where the relevant data lives. You\u2019ll need to identify persons of interest and their data sources, apply holds to preserve data, and manage the communication process around legal holds. Microsoft Purview eDiscovery provides an end-to-end workflow to preserve, collect, analyze, review, and export content for both internal and external investigations. Intelligent machine learning capabilities such as deep indexing, email threading, and near-duplicate detection can also help you narrow down large volumes of data.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\r\n\t\t

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Step 6<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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Continuously assess and track your compliance effectiveness<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

Managing compliance requirements in a multicloud environment can be challenging. You need to take inventory of data protection risks, deal with complexity when implementing controls, stay current with regulations and certifications, and be ready to report to auditors. Microsoft Purview Compliance Manager can help you continuously assess and track the effectiveness of your compliance efforts. It has many capabilities that simplify compliance and reduce risk, including pre-built assessments for common standards\u2014for example, around certain industry or governmental bodies. You also get stepby-step guidance on suggested improvements, as well as a risk-based compliance score to help you understand your compliance posture.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t

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Step 7<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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Automate workflows and reporting<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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Microsoft Purview has built-in extensibility that can help you adapt, extend, integrate, accelerate, and support your compliance solutions, primarily using data connectors and APIs. One example is Microsoft Graph APIs for eDiscovery. If your organization handles many eDiscovery requests and cases, you know that the associated workflows can be frequent, critical, and high volume. Automation can be a big help, especially with common repeated tasks or large numbers of activities. Microsoft Graph APIs for eDiscovery provide a scalable way to repeat processes consistently and effectively. By supporting workflows with APIs, you can give yourself flexible options for automation and integration, from upstream processes (such as case creation) to downstream (such as collection, review set queries, or export).<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\r\n\t\t

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Data risk management Identify, manage, and reduce insider risk and other potential data vulnerabilities Managing data protection and compliance can be a massive challenge. And it\u2019s made tougher by larger data volumes, increasing regulatory complexity, remote work environments, and growing insider risk. Once you\u2019ve understood and protected your data, the final step in a comprehensive […]<\/p>\n","protected":false},"author":2,"featured_media":14527,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"footnotes":""},"class_list":["post-14652","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"\nData risk management | TransNumerik<\/title>\n<meta name=\"description\" content=\"Data risk management\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data risk management | TransNumerik\" \/>\n<meta property=\"og:description\" content=\"Data risk management\" \/>\n<meta property=\"og:url\" content=\"https:\/\/transnumerik.com\/en\/data-risk-management\/\" \/>\n<meta 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