{"id":3015,"date":"2026-06-17T11:08:15","date_gmt":"2026-06-17T10:08:15","guid":{"rendered":"https:\/\/clouddirect.net\/learning-hub\/?p=3015"},"modified":"2026-06-17T15:26:16","modified_gmt":"2026-06-17T14:26:16","slug":"microsoft-fabric-security-governance-guide","status":"publish","type":"post","link":"https:\/\/clouddirect.net\/learning-hub\/microsoft-fabric-security-governance-guide\/","title":{"rendered":"Microsoft Fabric Security and Governance: Your unanswered questions, answered\u00a0"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">By<a href=\"https:\/\/www.linkedin.com\/in\/leongodwin\/\" id=\"https:\/\/www.linkedin.com\/in\/leongodwin\/\"> Leon Godwin<\/a>, Cloud Evangelist<\/p>\n\n<p class=\"wp-block-paragraph\">During our recent webinar, <strong><a href=\"https:\/\/clouddirect.net\/events\/mastering-security-governance-in-microsoft-fabric\/\" id=\"https:\/\/clouddirect.net\/events\/mastering-security-governance-in-microsoft-fabric\/\">Mastering Security and Governance in Microsoft Fabric<\/a><\/strong>, I was joined by Microsoft&#8217;s<strong> <a href=\"https:\/\/www.linkedin.com\/in\/rana-kamel\/\" id=\"https:\/\/www.linkedin.com\/in\/rana-kamel\/\">Rana Kamel<\/a><\/strong>  to unpack one of the biggest tensions we\u2019re seeing amongst IT teams right now.<\/p>\n\n<p class=\"wp-block-paragraph\">The session covered a lot of ground and generated a huge amount of interest, which means there were some great questions that we just didn\u2019t get to in time. So I\u2019ve pulled together your questions and answered them here to give a bit more clarity.<\/p>\n\n<h2 id=\"h-how-does-security-actually-work-across-nbsp-onelake-shortcuts-and-sql-endpoints-nbsp\" class=\"wp-block-heading has-medium-font-size\">How does security actually work across&nbsp;OneLake, shortcuts, and SQL endpoints?&nbsp;<\/h2>\n\n<p class=\"wp-block-paragraph\">This came up in lots of different ways, but the core concern was the same:&nbsp;<\/p>\n\n<p class=\"wp-block-paragraph\">Does data stay secure as it moves across&nbsp;Fabric?&nbsp;<\/p>\n\n<p class=\"wp-block-paragraph\">The short answer is yes, but only&nbsp;if&nbsp;it\u2019s configured properly.&nbsp;<\/p>\n\n<ul class=\"wp-block-list\">\n<li>OneLake&nbsp;enforces security through identity. Every request is&nbsp;validated&nbsp;through Microsoft Entra ID, which helps prevent&nbsp;cross-workspace or&nbsp;cross-tenant leakage.&nbsp;<\/li>\n<\/ul>\n\n<ul class=\"wp-block-list\">\n<li>Shortcuts respect the original&nbsp;source&nbsp;permissions through pass-through identity. Users still need access to the underlying data, not just the shortcut itself.&nbsp;<\/li>\n<\/ul>\n\n<ul class=\"wp-block-list\">\n<li>Sensitivity labels and governance rules flow with the data, so encryption and export controls are maintained.&nbsp;<\/li>\n<\/ul>\n\n<p class=\"wp-block-paragraph\">Where people get caught out&nbsp;is&nbsp;SQL endpoints.&nbsp;<\/p>\n\n<ul class=\"wp-block-list\">\n<li>To apply&nbsp;OneLake&nbsp;security properly, SQL Analytics Endpoints must run in&nbsp;User Identity mode.&nbsp;<\/li>\n<\/ul>\n\n<ul class=\"wp-block-list\">\n<li>If you use Delegated mode,&nbsp;OneLake&nbsp;security is bypassed and you need to manage permissions manually.&nbsp;<\/li>\n<\/ul>\n\n<p class=\"wp-block-paragraph\">So&nbsp;nothing \u201cmagically bypasses\u201d security, but misconfiguration can create gaps.&nbsp;<\/p>\n\n<h2 id=\"h-how-should-we-approach-access-control-at-scale\" class=\"wp-block-heading has-medium-font-size\">How should we approach access control at scale?<\/h2>\n\n<p class=\"wp-block-paragraph\" id=\"h-2-how-should-we-approach-access-control-at-scale-rbac-rls-abac-permissions-another-big-theme-was-how-to-manage-access-when-different-users-need-different-views-of-the-same-data\">Another&nbsp;big theme&nbsp;was how to manage access when different users need different views of the same data.&nbsp;The key is layering your controls rather than relying on&nbsp;one&nbsp;mechanism:&nbsp;<\/p>\n\n<ul class=\"wp-block-list\">\n<li>Workspace roles control who can access environments&nbsp;<\/li>\n<\/ul>\n\n<ul class=\"wp-block-list\">\n<li>Row-level and column-level security control what data users can see&nbsp;<\/li>\n<\/ul>\n\n<ul class=\"wp-block-list\">\n<li>Microsoft Purview adds governance through classification, lineage, and policy enforcement&nbsp;<\/li>\n<\/ul>\n\n<p class=\"wp-block-paragraph\">At scale, this becomes less about individual permissions and more about design:&nbsp;<\/p>\n\n<ul class=\"wp-block-list\">\n<li>Use governed, certified datasets&nbsp;<\/li>\n<\/ul>\n\n<ul class=\"wp-block-list\">\n<li>Apply consistent patterns across&nbsp;Lakehouses&nbsp;<\/li>\n<\/ul>\n\n<ul class=\"wp-block-list\">\n<li>Centralise&nbsp;policies where possible&nbsp;<\/li>\n<\/ul>\n\n<p class=\"wp-block-paragraph\">On ABAC&nbsp;specifically,&nbsp;the practical equivalent today comes from combining identity, roles, and Purview policies rather than relying on a single ABAC model.&nbsp;<\/p>\n\n<h2 id=\"h-do-security-rules-carry-through-the-medallion-architecture-nbsp\" class=\"wp-block-heading has-medium-font-size\">Do security rules carry through the medallion architecture?&nbsp;<\/h2>\n\n<p class=\"wp-block-paragraph\">Security does&nbsp;not automatically carry through&nbsp;from Bronze to Silver to Gold.&nbsp;<\/p>\n\n<ul class=\"wp-block-list\">\n<li>Each&nbsp;layer is effectively new data, created through transformation&nbsp;<\/li>\n<\/ul>\n\n<ul class=\"wp-block-list\">\n<li>That means security&nbsp;has to&nbsp;be reapplied or redesigned at&nbsp;each&nbsp;stage&nbsp;&nbsp;<\/li>\n<\/ul>\n\n<p class=\"wp-block-paragraph\">In practice, many organisations:&nbsp;<\/p>\n\n<ul class=\"wp-block-list\">\n<li>Apply stricter controls at ingestion in Bronze&nbsp;<\/li>\n<\/ul>\n\n<ul class=\"wp-block-list\">\n<li>Refine access in Silver&nbsp;<\/li>\n<\/ul>\n\n<ul class=\"wp-block-list\">\n<li>Enforce business-ready security models in Gold&nbsp;<\/li>\n<\/ul>\n\n<p class=\"wp-block-paragraph\">The key takeaway: do not assume inheritance. Design for it.&nbsp;<\/p>\n\n<h2 id=\"h-when-should-we-move-to-a-shared-lakehouse-model-nbsp\" class=\"wp-block-heading has-medium-font-size\">When should we move to a shared Lakehouse model?&nbsp;<\/h2>\n\n<p class=\"wp-block-paragraph\">Many organisations start with a tenant-per-workspace model for isolation, which is a safe&nbsp;approach&nbsp;but it&nbsp;doesn\u2019t&nbsp;scale forever.&nbsp;The recommendation is to move to a shared Lakehouse only when:&nbsp;<\/p>\n\n<ul class=\"wp-block-list\">\n<li>Your pipelines are fully automated and auditable&nbsp;<\/li>\n<\/ul>\n\n<ul class=\"wp-block-list\">\n<li>You can enforce row-level security reliably&nbsp;<\/li>\n<\/ul>\n\n<ul class=\"wp-block-list\">\n<li>You have clear tenant partitioning in place&nbsp;<\/li>\n<\/ul>\n\n<p class=\"wp-block-paragraph\">This is less about a&nbsp;fixed&nbsp;point in time and more about&nbsp;maturity.&nbsp;<\/p>\n\n<h2 id=\"h-how-does-fabric-prevent-data-leakage-in-multi-tenant-environments-nbsp\" class=\"wp-block-heading has-medium-font-size\">How does Fabric prevent data leakage in multi-tenant environments?&nbsp;<\/h2>\n\n<p class=\"wp-block-paragraph\">Fabric provides protection at the platform level:&nbsp;<\/p>\n\n<ul class=\"wp-block-list\">\n<li>Compute workloads run in&nbsp;containerised&nbsp;Spark sessions that do not share memory&nbsp;<\/li>\n<\/ul>\n\n<ul class=\"wp-block-list\">\n<li>Every interaction is&nbsp;validated&nbsp;through identity to prevent&nbsp;cross-tenant access&nbsp;&nbsp;<\/li>\n<\/ul>\n\n<p class=\"wp-block-paragraph\">That said, platform security alone&nbsp;is not enough.&nbsp;Poor data design or missing governance can still introduce risk, especially when introducing AI tools.&nbsp;<\/p>\n\n<h2 id=\"h-what-should-we-put-in-place-now-nbsp-if-nbsp-we-want-to-introduce-ai-and-copilot-later-nbsp\" class=\"wp-block-heading has-medium-font-size\">What should we put in place now&nbsp;if&nbsp;we want to introduce AI and Copilot later?&nbsp;<\/h2>\n\n<p class=\"wp-block-paragraph\">AI&nbsp;doesn\u2019t&nbsp;create new security&nbsp;issues,&nbsp;it exposes the&nbsp;ones you already have.&nbsp;The best approach is to design with governance from day&nbsp;one:&nbsp;<\/p>\n\n<ul class=\"wp-block-list\">\n<li>Implement data classification and DLP policies&nbsp;<\/li>\n<\/ul>\n\n<ul class=\"wp-block-list\">\n<li>Ensure end-to-end data lineage for auditability&nbsp;<\/li>\n<\/ul>\n\n<ul class=\"wp-block-list\">\n<li>Certify trusted data sources&nbsp;<\/li>\n<\/ul>\n\n<ul class=\"wp-block-list\">\n<li>Control access consistently across&nbsp;your estate&nbsp;<\/li>\n<\/ul>\n\n<p class=\"wp-block-paragraph\">Without this, AI tools can surface sensitive data to the wrong users.&nbsp;<\/p>\n\n<h2 id=\"h-how-should-we-handle-edge-cases-like-byod-or-isolated-systems-nbsp\" class=\"wp-block-heading has-medium-font-size\">How should we handle edge cases like BYOD or isolated systems?&nbsp;<\/h2>\n\n<p class=\"wp-block-paragraph\">Two scenarios came&nbsp;up&nbsp;a lot&nbsp;as&nbsp;questions: external users and isolated applications.&nbsp;<\/p>\n\n<p class=\"wp-block-paragraph\"><strong>For BYOD users (contractors, volunteers):<\/strong>&nbsp;<\/p>\n\n<ul class=\"wp-block-list\">\n<li>Follow a Zero Trust approach&nbsp;<\/li>\n<\/ul>\n\n<ul class=\"wp-block-list\">\n<li>Enforce MFA and device registration&nbsp;<\/li>\n<\/ul>\n\n<ul class=\"wp-block-list\">\n<li>Use Intune app protection to prevent data leakage onto local devices&nbsp;&nbsp;&nbsp;<\/li>\n<\/ul>\n\n<p class=\"wp-block-paragraph\"><strong>For isolated systems (like HR platforms):<\/strong>&nbsp;<\/p>\n\n<ul class=\"wp-block-list\">\n<li>Keep them deliberately separate&nbsp;if&nbsp;required&nbsp;<\/li>\n<\/ul>\n\n<ul class=\"wp-block-list\">\n<li>Integrate via controlled,&nbsp;one-way pipelines&nbsp;<\/li>\n<\/ul>\n\n<ul class=\"wp-block-list\">\n<li>Use&nbsp;anonymised&nbsp;or filtered data when connecting to&nbsp;OneLake&nbsp;<\/li>\n<\/ul>\n\n<h2 id=\"h-what-roles-do-dbas-and-data-teams-play-in-fabric-nbsp\" class=\"wp-block-heading has-medium-font-size\">What roles do DBAs and data teams play in Fabric?&nbsp;<\/h2>\n\n<p class=\"wp-block-paragraph\">Fabric&nbsp;doesn\u2019t&nbsp;remove&nbsp;responsibilities;&nbsp;it shifts them.&nbsp;<\/p>\n\n<ul class=\"wp-block-list\">\n<li>DBAs move towards capacity planning, cost management, and performance optimisation&nbsp;<\/li>\n<\/ul>\n\n<ul class=\"wp-block-list\">\n<li>Data teams can work more flexibly, using tools like notebooks for Python and R alongside Power BI&nbsp;&nbsp;<\/li>\n<\/ul>\n\n<p class=\"wp-block-paragraph\">It\u2019s&nbsp;a broader role, but&nbsp;arguably a&nbsp;more strategic&nbsp;one.&nbsp;<\/p>\n\n<p class=\"wp-block-paragraph\">After the session, Rana shared her perspective:<\/p>\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Security in Microsoft Fabric has to be treated as a core design principle rather than something applied later. The general availability of OneLake security at the beginning of May marks a significant milestone, as it introduces a more consistent and unified way to enforce access across users, items, and data paths, with capabilities continuing to roll out. As organisations scale their data platforms, this becomes the foundation for maintaining governance and trust. It also has a direct impact on how AI interacts with data, ensuring that insights are generated within the right security boundaries and only surfaced to the appropriate users.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.linkedin.com\/in\/rana-kamel\/overlay\/about-this-profile\/?lipi=urn%3Ali%3Apage%3Ad_flagship3_profile_view_base%3BORu%2BZ9UbRnOtsBAQ1vId5w%3D%3D\">Rana Kamel<\/a>, Cloud Solution Architect at Microsoft<\/p>\n<\/blockquote>\n\n<p class=\"wp-block-paragraph\">Security in Fabric&nbsp;isn\u2019t&nbsp;something you layer on later.&nbsp;It\u2019s&nbsp;something you&nbsp;design&nbsp;from day&nbsp;one. Get that right, and everything else becomes easier,&nbsp;from scaling your data platform to introducing AI safely and with confidence.&nbsp;<\/p>\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n<h2 id=\"h-missed-the-webinar\" class=\"wp-block-heading\">Missed the webinar?<\/h2>\n\n<p class=\"wp-block-paragraph\">If there&#8217;s information we&#8217;ve not covered here, or you simply want to learn even more about security and governance in Microsoft Fabric, you can access the on-demand recording to watch the webinar back in full.<\/p>\n<section id=\"block_c3e0b2ac24d54ed37d7fc5d8a37fcfc6\" class=\"full-width not-prose overflow-hidden bg-white align wp-block-acf-buttons\">\n    <div class=\"container\">\n\t\t<div class=\"flex flex-wrap gap-4 items-center justify-start\">\n\t\t\t\t\t\t\t<div data-aos=\"fade\" data-aos-delay=\"250\" class=\"flex flex-wrap gap-4 md:gap-8\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/clouddirect.net\/events\/mastering-security-governance-in-microsoft-fabric\/\" class=\"btn w-full md:w-auto btn-icon-right btn-arrow btn-gradient-purple\" target=\"_self\">\n\t\t\t\t\t\t\t\tAccess the webinar\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t        <\/div>\n    <\/div>\n<\/section>\n","protected":false},"excerpt":{"rendered":"<p>By Leon Godwin, Cloud Evangelist During our recent webinar, Mastering Security and Governance in Microsoft Fabric, I was joined by Microsoft&#8217;s Rana Kamel to unpack one of the biggest tensions we\u2019re seeing amongst IT teams right now. The session covered a lot of ground and generated a huge amount of interest, which means there were [&hellip;]<\/p>\n","protected":false},"author":51,"featured_media":3016,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[55],"tags":[62,61,60,66],"post_media_type":[24],"class_list":["post-3015","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-microsoft-fabric","tag-data-and-ai","tag-fabric","tag-microsoft-fabric","tag-microsoft-security","post_media_type-blog"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.7 (Yoast SEO v27.8) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Microsoft Fabric Security &amp; Governance Explained<\/title>\n<meta name=\"description\" content=\"Learn more about Microsoft Fabric security and governance with practical 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