{"data":[{"active":true,"blog_title":"Sensitivity labels in Fabric for public APIs (Generally Available)","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/sensitivity-labels-in-fabric-for-public-apis-generally-available/5172078","distance":0.489,"feature_description":"Fabric now includes Public APIs to enable users to fetch item's sensitivity id in List Items, Get Item and Create item public APIs. With this release customers that are building their own governance and data managment solutions will have more options to incorporate sensitivity labels in expeirences outside of Fabric.","feature_description_html":"<p>Fabric now includes Public APIs to enable users to fetch item's sensitivity id in List Items, Get Item and Create item public APIs. With this release customers that are building their own governance and data managment solutions will have more options to incorporate sensitivity labels in expeirences outside of Fabric.</p>","feature_name":"Data protection: Sensitivity labels in Public APIs","last_modified":"2026-06-16","product_id":"796a0af7-2dc7-ee11-9079-000d3a3419a8","product_name":"Administration, Governance and Security","release_date":"Q1 2026","release_item_id":"7430b6f3-0cb8-f011-bbd3-000d3a5b0efa","release_status":"Shipped","release_type":"General availability"},{"active":true,"blog_title":"Protecting Your Fabric Data Using Purview (Generally Available)","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/protecting-your-fabric-data-using-purview-generally-available/5172586","distance":0.5006,"feature_description":"Compliance and security admins can configure the label policy in Microsoft Purview compliance portal to automatically apply a sensitivity label to newly created Fabric items. This helps organizations meet compliance and regulatory requirements of having all their data in Fabric with sensitivity labels.","feature_description_html":"<p>Compliance and security admins can configure the label policy in Microsoft Purview compliance portal to automatically apply a sensitivity label to newly created Fabric items. This helps organizations meet compliance and regulatory requirements of having all their data in Fabric with sensitivity labels.</p>","feature_name":"Purview Information Protection default sensitivity labels policy","last_modified":"2026-06-16","product_id":"796a0af7-2dc7-ee11-9079-000d3a3419a8","product_name":"Administration, Governance and Security","release_date":"Q1 2024","release_item_id":"b83c58d9-e7d6-ee11-9079-000d3a341a60","release_status":"Shipped","release_type":"General availability"},{"active":true,"blog_title":"Protecting Your Fabric Data Using Purview (Generally Available)","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/protecting-your-fabric-data-using-purview-generally-available/5172586","distance":0.5072,"feature_description":"Compliance and security admins can configure the label policy in Microsoft Purview compliance portal to require users to apply sensitivity label to newly created Fabric items. This helps organizations meet compliance and regulatory requirements of having all their data in Fabric with sensitivity labels.","feature_description_html":"<p>Compliance and security admins can configure the label policy in Microsoft Purview compliance portal to require users to apply sensitivity label to newly created Fabric items. This helps organizations meet compliance and regulatory requirements of having all their data in Fabric with sensitivity labels.</p>","feature_name":"Require users to apply Purview Information Protection sensitivity labels","last_modified":"2026-06-16","product_id":"796a0af7-2dc7-ee11-9079-000d3a3419a8","product_name":"Administration, Governance and Security","release_date":"Q1 2024","release_item_id":"45c15e26-e8d6-ee11-9079-000d3a341a60","release_status":"Shipped","release_type":"General availability"},{"active":true,"blog_title":"Protecting Your Fabric Data Using Purview (Generally Available)","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/protecting-your-fabric-data-using-purview-generally-available/5172586","distance":0.5371,"feature_description":"Microsoft Purview Information Protection sensitivity labels integration into Fabric introduces the familiar concept of sensitivity from Office. In Office, you can see confidential documents and emails, and you may not be authorized to export sensitive data. Similarly in Fabric you can easily identify and control confidential content using Information Protection sensitivity labels. When the owner assigns a sensitivity label to a lakehouse or any other item, the label is inherited with the data to all the downstream items. Additionally, when exporting data from Fabric to Office files, the label and protection settings are automatically applied on the Office files.","feature_description_html":"<p>Microsoft Purview Information Protection sensitivity labels integration into Fabric introduces the familiar concept of sensitivity from Office. In Office, you can see confidential documents and emails, and you may not be authorized to export sensitive data. Similarly in Fabric you can easily identify and control confidential content using Information Protection sensitivity labels. When the owner assigns a sensitivity label to a lakehouse or any other item, the label is inherited with the data to all the downstream items. Additionally, when exporting data from Fabric to Office files, the label and protection settings are automatically applied on the Office files.</p>","feature_name":"Purview Information Protection sensitivity labels","last_modified":"2026-06-16","product_id":"796a0af7-2dc7-ee11-9079-000d3a3419a8","product_name":"Administration, Governance and Security","release_date":"Q1 2024","release_item_id":"f21b52a0-e7d6-ee11-9079-000d3a341a60","release_status":"Shipped","release_type":"General availability"},{"active":true,"blog_title":"How can I decide which protection method to use to protect my sensitive data in Fabric?","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/how-can-i-decide-which-protection-method-to-use-to-protect-my-sensitive-data-in-/5172924","distance":0.5952,"feature_description":"In the Microsoft Purview Information Protection portal where security admins can create sensitivity labels and also restrict access to Fabric items that the label will be applied to, similar to how they can restrict access to Microsft 365 content (files ,emails, meetings, etc). For example you can protect content in the following ways: * Only users within your organization can access items with &quot;Confidential&quot; sensitivity label in Fabric.* Only users in the finance department can edit data items with &quot;Financial data&quot; sensitivity label, while other users in your organization can only read them.Limitation: This release will support restrict access to all Fabric item types except for Report, Paginated report, Scorecard, Dashboard, Dataflow, Datamart, Streaming dataset, Streaming dataflow, Mirrored items, Warehouse. Restrict access functionality for these items will made be available during next calendar year. Note: Information Protection sensitivity labels require Microsoft Purview license.","feature_description_html":"<p>In the Microsoft Purview Information Protection portal where security admins can create sensitivity labels and also restrict access to Fabric items that the label will be applied to, similar to how they can restrict access to Microsft 365 content (files ,emails, meetings, etc). For example you can protect content in the following ways:</p>\n<ul>\n<li>Only users within your organization can access items with \"Confidential\" sensitivity label in Fabric.</li>\n<li>Only users in the finance department can edit data items with \"Financial data\" sensitivity label, while other users in your organization can only read them.Limitation: This release will support restrict access to all Fabric item types except for Report, Paginated report, Scorecard, Dashboard, Dataflow, Datamart, Streaming dataset, Streaming dataflow, Mirrored items, Warehouse. Restrict access functionality for these items will made be available during next calendar year. Note: Information Protection sensitivity labels require Microsoft Purview license.</li>\n</ul>","feature_name":"Restrict access to content by using Microsoft Purview sensitivity labels to apply protection","last_modified":"2026-06-16","product_id":"796a0af7-2dc7-ee11-9079-000d3a3419a8","product_name":"Administration, Governance and Security","release_date":"Q3 2024","release_item_id":"237204de-e8d6-ee11-9079-000d3a341a60","release_status":"Shipped","release_type":"Public preview"},{"active":true,"blog_title":"How can I decide which protection method to use to protect my sensitive data in Fabric?","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/how-can-i-decide-which-protection-method-to-use-to-protect-my-sensitive-data-in-/5172924","distance":0.5952,"feature_description":"In the Microsoft Purview Information Protection portal where security admins can create sensitivity labels and also restrict access to Fabric items that the label will be applied to, similar to how they can restrict access to Microsft 365 content (files ,emails, meetings, etc). For example you can protect content in the following ways: * Only users within your organization can access items with &quot;Confidential&quot; sensitivity label in Fabric.* Only users in the finance department can edit data items with &quot;Financial data&quot; sensitivity label, while other users in your organization can only read them.Limitation: This release will support restrict access to all Fabric item types except for Report, Paginated report, Scorecard, Dashboard, Dataflow, Datamart, Streaming dataset, Streaming dataflow, Mirrored items, Warehouse. Restrict access functionality for these items will made be available during next calendar year. Note: Information Protection sensitivity labels require Microsoft Purview license.","feature_description_html":"<p>In the Microsoft Purview Information Protection portal where security admins can create sensitivity labels and also restrict access to Fabric items that the label will be applied to, similar to how they can restrict access to Microsft 365 content (files ,emails, meetings, etc). For example you can protect content in the following ways:</p>\n<ul>\n<li>Only users within your organization can access items with \"Confidential\" sensitivity label in Fabric.</li>\n<li>Only users in the finance department can edit data items with \"Financial data\" sensitivity label, while other users in your organization can only read them.Limitation: This release will support restrict access to all Fabric item types except for Report, Paginated report, Scorecard, Dashboard, Dataflow, Datamart, Streaming dataset, Streaming dataflow, Mirrored items, Warehouse. Restrict access functionality for these items will made be available during next calendar year. Note: Information Protection sensitivity labels require Microsoft Purview license.</li>\n</ul>","feature_name":"Restrict access to content by using Microsoft Purview sensitivity labels to apply protection","last_modified":"2026-06-16","product_id":"796a0af7-2dc7-ee11-9079-000d3a3419a8","product_name":"Administration, Governance and Security","release_date":"Q3 2025","release_item_id":"83a34661-4e20-f011-998a-0022480939f0","release_status":"Shipped","release_type":"General availability"},{"active":true,"blog_title":"Tag your data to enrich item curation and discovery","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/tag-your-data-to-enrich-item-curation-and-discovery/5173071","distance":0.7101,"feature_description":"We are introducing the ability to apply tags on Fabric items, to enhance item discoverability and use. Tenant  admins can define a list of tags, from which data owners can selects and apply the relevant tags to their items. Once applied, data consumers can view, search & filter by the applied tags across various experiences.","feature_description_html":"<p>We are introducing the ability to apply tags on Fabric items, to enhance item discoverability and use. Tenant  admins can define a list of tags, from which data owners can selects and apply the relevant tags to their items. Once applied, data consumers can view, search &amp; filter by the applied tags across various experiences.</p>","feature_name":"Tags for fabric items","last_modified":"2026-06-16","product_id":"796a0af7-2dc7-ee11-9079-000d3a3419a8","product_name":"Administration, Governance and Security","release_date":"Q2 2025","release_item_id":"0fd69121-5d1f-f011-998a-0022480939f0","release_status":"Shipped","release_type":"General availability"},{"active":true,"blog_title":"Tag your data to enrich item curation and discovery","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/tag-your-data-to-enrich-item-curation-and-discovery/5173071","distance":0.7101,"feature_description":"We are introducing the ability to apply tags on Fabric items, to enhance item discoverability and use. Tenant  admins can define a list of tags, from which data owners can selects and apply the relevant tags to their items. Once applied, data consumers can view, search & filter by the applied tags across various experiences.","feature_description_html":"<p>We are introducing the ability to apply tags on Fabric items, to enhance item discoverability and use. Tenant  admins can define a list of tags, from which data owners can selects and apply the relevant tags to their items. Once applied, data consumers can view, search &amp; filter by the applied tags across various experiences.</p>","feature_name":"Tags for fabric items","last_modified":"2026-06-16","product_id":"796a0af7-2dc7-ee11-9079-000d3a3419a8","product_name":"Administration, Governance and Security","release_date":"Q3 2024","release_item_id":"adcdbb71-b307-ef11-9f89-000d3a36eea4","release_status":"Shipped","release_type":"Public preview"},{"active":true,"blog_title":null,"blog_url":null,"distance":0.7363,"feature_description":"We hear in customer feedback that triggers need to react faster when the specified condition is met. Data Activator will support lower-latency triggers in scenarios with simple conditions and lower volumes of data.This feature will be Private Preview in this time frame.","feature_description_html":"<p>We hear in customer feedback that triggers need to react faster when the specified condition is met. Data Activator will support lower-latency triggers in scenarios with simple conditions and lower volumes of data.</p>\n<p>This feature will be Private Preview in this time frame.</p>","feature_name":"Low latency triggers","last_modified":"2026-06-16","product_id":"58cb90aa-4203-ef11-a1fd-000d3a36eea4","product_name":"Real-Time Intelligence","release_date":"Q3 2024","release_item_id":"b6260445-1d03-ef11-a1fe-000d3a32c2f2","release_status":"Shipped","release_type":"Public preview"},{"active":true,"blog_title":"Set alerts on Real-time Dashboards with Data Activator triggers","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/set-alerts-on-real-time-dashboards-with-data-activator-triggers/5173165","distance":0.7541,"feature_description":"To represent the business conditions for monitoring, Data Activator will support more trigger conditions such as percentage changes over time, date/time functions, basic mathematic functions, signal absence detection and more.","feature_description_html":"<p>To represent the business conditions for monitoring, Data Activator will support more trigger conditions such as percentage changes over time, date/time functions, basic mathematic functions, signal absence detection and more.</p>","feature_name":"Enhanced trigger options","last_modified":"2026-06-16","product_id":"58cb90aa-4203-ef11-a1fd-000d3a36eea4","product_name":"Real-Time Intelligence","release_date":"Q2 2024","release_item_id":"b6f48695-ebd6-ee11-9079-000d3a341a60","release_status":"Shipped","release_type":"Public preview"},{"active":true,"blog_title":null,"blog_url":null,"distance":0.7549,"feature_description":"Conditional formatting to be available for series in Power BI visuals. This includes lines, markers, and legends.","feature_description_html":"<p>Conditional formatting to be available for series in Power BI visuals. This includes lines, markers, and legends.</p>","feature_name":"Conditional formatting for lines and series/labels in Power BI visuals","last_modified":"2026-07-31","product_id":"642a8375-05fc-ee11-a1ff-000d3a341a60","product_name":"Power BI","release_date":"Q3 2026","release_item_id":"853c11fa-d11f-f111-8341-6045bd0a8ec1","release_status":"Shipped","release_type":"General availability"},{"active":true,"blog_title":null,"blog_url":null,"distance":0.7577,"feature_description":"Streams of events often arrive out-of-order. When comparing the change between a new event and the previous one, customers ask for control over how long to wait before ignoring late arriving events. This affects the overall latency of the rule, but allows users the manage the tradeoff between speed and accuracy.","feature_description_html":"<p>Streams of events often arrive out-of-order. When comparing the change between a new event and the previous one, customers ask for control over how long to wait before ignoring late arriving events. This affects the overall latency of the rule, but allows users the manage the tradeoff between speed and accuracy.</p>","feature_name":"Activator delay tolerance controls","last_modified":"2026-06-16","product_id":"58cb90aa-4203-ef11-a1fd-000d3a36eea4","product_name":"Real-Time Intelligence","release_date":"Q1 2025","release_item_id":"f42ba56e-8492-ef11-ac21-000d3a32c2f2","release_status":"Shipped","release_type":"General availability"},{"active":true,"blog_title":null,"blog_url":null,"distance":0.761,"feature_description":"Adds support for dynamic thresholding in Activator rules, enabling users to define conditions based on changing baselines rather than static values. Use this enhancement when threshold limits vary across objects or can change over time. Example scenarios include:  - Buildings with different maximum allowed temperatures.  - Equipment fleets where each asset has a unique operating limit.  - Customer-level alerting where each customer has a configured threshold.","feature_description_html":"<p>Adds support for dynamic thresholding in Activator rules, enabling users to define conditions based on changing baselines rather than static values. Use this enhancement when threshold limits vary across objects or can change over time. Example scenarios include:</p>\n<ul>\n<li>Buildings with different maximum allowed temperatures.</li>\n<li>Equipment fleets where each asset has a unique operating limit.</li>\n<li>Customer-level alerting where each customer has a configured threshold.</li>\n</ul>","feature_name":"Dynamic thresholds in Activator rules","last_modified":"2026-06-16","product_id":"58cb90aa-4203-ef11-a1fd-000d3a36eea4","product_name":"Real-Time Intelligence","release_date":"Q2 2026","release_item_id":"4833aefd-cc53-f111-bec7-6045bd0066ad","release_status":"Shipped","release_type":"General availability"},{"active":true,"blog_title":"Govern in OneLake Catalog for Fabric admins (Preview)","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/govern-in-onelake-catalog-for-fabric-admins-preview/5172446","distance":0.7649,"feature_description":"The Goven tab in OneLake Catalog, is a central place for data owners to find insights on their data, get recommended actions and find all the solutions in Fabric available for themAs part of the public preview, Data owners will be able to see information about the data they created, such as insights on their item inventory, last refresh, protection state (with sensitivity label or not), curations state (description, tags, endorsement)Recommended actions will focus the user on steps he should take in order to optimize their items, if it needs to be better curated, well protected and refreshed, while in some cases the user can decide those items are no longer relevant and help with housekeeping.Additional valuable are includes all the solutions available for data owners in Fabric and important links that can help to promote user's knowledge on Fabric to better utilize the system.","feature_description_html":"<p>The Goven tab in OneLake Catalog, is a central place for data owners to find insights on their data, get recommended actions and find all the solutions in Fabric available for themAs part of the public preview, Data owners will be able to see information about the data they created, such as insights on their item inventory, last refresh, protection state (with sensitivity label or not), curations state (description, tags, endorsement)Recommended actions will focus the user on steps he should take in order to optimize their items, if it needs to be better curated, well protected and refreshed, while in some cases the user can decide those items are no longer relevant and help with housekeeping.Additional valuable are includes all the solutions available for data owners in Fabric and important links that can help to promote user's knowledge on Fabric to better utilize the system.</p>","feature_name":"OneLake Catalog - Govern Tab for Data Owners","last_modified":"2026-06-16","product_id":"796a0af7-2dc7-ee11-9079-000d3a3419a8","product_name":"Administration, Governance and Security","release_date":"Q1 2025","release_item_id":"ea1fc0f1-6d20-f011-998a-000d3a341dd9","release_status":"Shipped","release_type":"Public preview"},{"active":true,"blog_title":"View and manage security in the OneLake catalog (Preview)","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/view-and-manage-security-in-the-onelake-catalog-preview/5172577","distance":0.7681,"feature_description":"Today Fabric has many different UI experiences for managing permissions to data: the share dialog, the manage permissions page, workspace role settings, and other in-artifact code or role creation experiences. With the OneLake catalog secure tab, you can now manage all your OneLake security roles from a single location. Users can also view user access to workspaces, items, and domains to get an end-to-end picture of data access in Fabric.","feature_description_html":"<p>Today Fabric has many different UI experiences for managing permissions to data: the share dialog, the manage permissions page, workspace role settings, and other in-artifact code or role creation experiences. With the OneLake catalog secure tab, you can now manage all your OneLake security roles from a single location. Users can also view user access to workspaces, items, and domains to get an end-to-end picture of data access in Fabric.</p>","feature_name":"OneLake catalog security management experience","last_modified":"2026-06-16","product_id":"338c69fe-dcd6-ee11-9079-000d3a310f67","product_name":"OneLake","release_date":"Q3 2025","release_item_id":"9e815d56-7c90-ef11-ac21-002248098a98","release_status":"Shipped","release_type":"Public preview"},{"active":true,"blog_title":"Capacity Scheduler: Smarter capacity control for Eventhouse (Preview)","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/capacity-scheduler-smarter-capacity-control-for-eventhouse-preview/5172026","distance":0.771,"feature_description":"The &quot;Min Consumption&quot; button has evolved into two distinct features for greater clarity and control. Always On, now enabled by default, ensures continuous availability without incurring premium storage costs, while Minimum Consumption allows you to define a baseline compute level, optimizing for both performance and cost. This change enhances transparency and empowers smarter resource management.","feature_description_html":"<p>The \"Min Consumption\" button has evolved into two distinct features for greater clarity and control. Always On, now enabled by default, ensures continuous availability without incurring premium storage costs, while Minimum Consumption allows you to define a baseline compute level, optimizing for both performance and cost. This change enhances transparency and empowers smarter resource management.</p>","feature_name":"Eventhouse Minimum Capacity Adjustments","last_modified":"2026-06-16","product_id":"58cb90aa-4203-ef11-a1fd-000d3a36eea4","product_name":"Real-Time Intelligence","release_date":"Q2 2025","release_item_id":"d79ffab3-1357-f011-877a-000d3a34671f","release_status":"Shipped","release_type":"General availability"},{"active":true,"blog_title":"How Spark Supports OneLake Security with Row and Column Level Policies","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/how-spark-supports-onelake-security-with-row-and-column-level-policies/5172523","distance":0.7728,"feature_description":"The feature allows users to implement security policies for data access within the Spark engine. Users may define Object, Row, or Column level security, ensuring that data is secured as defined by these policies when accessed through Fabric Spark and is aligned with the OneSecurity initiative being enabled across Microsoft Fabric.","feature_description_html":"<p>The feature allows users to implement security policies for data access within the Spark engine. Users may define Object, Row, or Column level security, ensuring that data is secured as defined by these policies when accessed through Fabric Spark and is aligned with the OneSecurity initiative being enabled across Microsoft Fabric.</p>","feature_name":"RLS/CLS Support for Spark and Lakehouse","last_modified":"2026-06-16","product_id":"a731518f-36ca-ee11-9079-000d3a341a60","product_name":"Data Engineering","release_date":"Q3 2025","release_item_id":"0fbf16dd-ce8c-ef11-ac21-002248098a98","release_status":"Shipped","release_type":"Public preview"},{"active":true,"blog_title":null,"blog_url":null,"distance":0.7768,"feature_description":"We're introducing a new 'Capacity' column for all item types in the Monitor Hub to help users gain a clearer understanding of how capacity is being utilized. When you experience a 'capacity throttle' in the future, you'll be able to refer to the Monitor Hub for insights and clues that may help in diagnosing the issue.","feature_description_html":"<p>We're introducing a new 'Capacity' column for all item types in the Monitor Hub to help users gain a clearer understanding of how capacity is being utilized. When you experience a 'capacity throttle' in the future, you'll be able to refer to the Monitor Hub for insights and clues that may help in diagnosing the issue.</p>","feature_name":"Add job capacity information in Monitor Hub","last_modified":"2026-06-16","product_id":"c6da6b3b-ded6-ee11-9079-000d3a310f67","product_name":"Fabric Developer Experiences","release_date":"Q1 2025","release_item_id":"85ea3e52-4706-ef11-9f89-000d3a34b75c","release_status":"Shipped","release_type":"General availability"},{"active":true,"blog_title":"Transform sensitive text into AI-ready data on Microsoft Fabric","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/transform-sensitive-text-into-ai-ready-data-on-microsoft-fabric/5172445","distance":0.778,"feature_description":"Tonic Textual helps Fabric users instantly remove sensitive data from text documents and audio so they can safely train AI/ML models, power RAG systems, and accelerate AI initiatives.","feature_description_html":"<p>Tonic Textual helps Fabric users instantly remove sensitive data from text documents and audio so they can safely train AI/ML models, power RAG systems, and accelerate AI initiatives.</p>","feature_name":"Tonic.ai Textual for Microsoft Fabric","last_modified":"2026-06-16","product_id":"94e84e43-aa69-f011-bec2-00224804b6c3","product_name":"Fabric Ecosystem","release_date":"Q1 2026","release_item_id":"4c64d677-d1b5-f011-bbd2-0022480a2ecf","release_status":"Shipped","release_type":"General availability"},{"active":true,"blog_title":"Govern in OneLake Catalog for Fabric admins (Preview)","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/govern-in-onelake-catalog-for-fabric-admins-preview/5172446","distance":0.7781,"feature_description":"With one click, Copilot automatically generates rich descriptions for semantic model items in OneLake Catalog. This streamlines item curation and significantly improves discoverability and comprehension for end users.","feature_description_html":"<p>With one click, Copilot automatically generates rich descriptions for semantic model items in OneLake Catalog. This streamlines item curation and significantly improves discoverability and comprehension for end users.</p>","feature_name":"Fabric OneLake catalog - Copilot for automatic description","last_modified":"2026-06-16","product_id":"796a0af7-2dc7-ee11-9079-000d3a3419a8","product_name":"Administration, Governance and Security","release_date":"Q1 2026","release_item_id":"d9e7840d-67f0-f011-8406-6045bd026004","release_status":"Shipped","release_type":"Public preview"},{"active":true,"blog_title":"Govern in OneLake Catalog for Fabric admins (Preview)","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/govern-in-onelake-catalog-for-fabric-admins-preview/5172446","distance":0.7807,"feature_description":"The Goven tab in OneLake Catalog, is a central place for data owners to find insights on their data, get recommended actions and find all the solutions in Fabric available for themAs part of the general availability, Data owners will be able to see information about items permissions, external shares and failed refresh in addition to existing insights on item inventory, last refresh, protection state (with sensitivity label or not), curations state (description, tags, endorsement)Recommended actions will focus the user on steps he should take in order to optimize their items, if it needs to be better curated, well protected and refreshed, while in some cases the user can decide those items are no longer relevant and help with housekeeping.Additional valuable are includes all the solutions available for data owners in Fabric and important links that can help to promote user's knowledge on Fabric to better utilize","feature_description_html":"<p>The Goven tab in OneLake Catalog, is a central place for data owners to find insights on their data, get recommended actions and find all the solutions in Fabric available for themAs part of the general availability, Data owners will be able to see information about items permissions, external shares and failed refresh in addition to existing insights on item inventory, last refresh, protection state (with sensitivity label or not), curations state (description, tags, endorsement)Recommended actions will focus the user on steps he should take in order to optimize their items, if it needs to be better curated, well protected and refreshed, while in some cases the user can decide those items are no longer relevant and help with housekeeping.Additional valuable are includes all the solutions available for data owners in Fabric and important links that can help to promote user's knowledge on Fabric to better utilize</p>","feature_name":"OneLake Catalog - Govern Tab For Data Owners","last_modified":"2026-06-16","product_id":"796a0af7-2dc7-ee11-9079-000d3a3419a8","product_name":"Administration, Governance and Security","release_date":"Q3 2025","release_item_id":"b03de64d-6e20-f011-998a-000d3a341dd9","release_status":"Shipped","release_type":"General availability"},{"active":true,"blog_title":"OneLake security (Preview)","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/onelake-security-preview/5172529","distance":0.7817,"feature_description":"Now available for use without signing up, OneLake security allows you to set security once and have it enforced across all engines in Microsoft Fabric. Use granular permissions such as table, column, or row level security to limit access to sensitive data.","feature_description_html":"<p>Now available for use without signing up, OneLake security allows you to set security once and have it enforced across all engines in Microsoft Fabric. Use granular permissions such as table, column, or row level security to limit access to sensitive data.</p>","feature_name":"OneLake security - public preview (no sign-up)","last_modified":"2026-06-16","product_id":"338c69fe-dcd6-ee11-9079-000d3a310f67","product_name":"OneLake","release_date":"Q4 2025","release_item_id":"d41ff5cc-3f46-f011-8779-000d3a34671f","release_status":"Shipped","release_type":"Public preview"},{"active":true,"blog_title":null,"blog_url":null,"distance":0.7818,"feature_description":"Input slicer to allow numeric data colors for filtering and forced numeric entry.","feature_description_html":"<p>Input slicer to allow numeric data colors for filtering and forced numeric entry.</p>","feature_name":"Input slicer numeric support","last_modified":"2026-06-16","product_id":"642a8375-05fc-ee11-a1ff-000d3a341a60","product_name":"Power BI","release_date":"Q2 2026","release_item_id":"a7e979a9-d11f-f111-8341-6045bd0a8ec1","release_status":"Shipped","release_type":"General availability"},{"active":true,"blog_title":"Semantic Link: OneLake integrated Semantic Models","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/semantic-link-onelake-integrated-semantic-models/5172102","distance":0.7819,"feature_description":"Auto-Description uses Copilot to generate clear, relevant descriptions for semantic models in the OneLake catalog.Item owners can quickly review, refine, and publish these descriptions to save time and improve discoverability, search relevance, and overall understanding of each model.","feature_description_html":"<p>Auto-Description uses Copilot to generate clear, relevant descriptions for semantic models in the OneLake catalog.Item owners can quickly review, refine, and publish these descriptions to save time and improve discoverability, search relevance, and overall understanding of each model.</p>","feature_name":"OneLake catalog - Automatic description with Copilot for Semantic models","last_modified":"2026-06-16","product_id":"796a0af7-2dc7-ee11-9079-000d3a3419a8","product_name":"Administration, Governance and Security","release_date":"Q1 2026","release_item_id":"09bbedaf-e800-f111-8406-6045bd0a8ec1","release_status":"Shipped","release_type":"Public preview"},{"active":true,"blog_title":"Serve real-time predictions seamlessly with ML model endpoints","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/serve-real-time-predictions-seamlessly-with-ml-model-endpoints/5172668","distance":0.7826,"feature_description":"After activating ML Model endpoints in Fabric, users will need to monitor the quality of their models and the health of their endpoints in the artifact UI with a corresponding set of dynamic graphs. With this feature released, users are able to see request rate, request error rate, and latency on ML model endpoint monitoring UI.","feature_description_html":"<p>After activating ML Model endpoints in Fabric, users will need to monitor the quality of their models and the health of their endpoints in the artifact UI with a corresponding set of dynamic graphs. With this feature released, users are able to see request rate, request error rate, and latency on ML model endpoint monitoring UI.</p>","feature_name":"Machine Learning Model Endpoint Monitoring","last_modified":"2026-06-16","product_id":"0522b590-dcd6-ee11-9079-000d3a310f67","product_name":"Data Science","release_date":"Q1 2026","release_item_id":"af0622f7-13be-f011-bbd3-000d3a30273e","release_status":"Shipped","release_type":"Public preview"},{"active":true,"blog_title":null,"blog_url":null,"distance":0.7831,"feature_description":"In Power BI, the button slicer is an interactive visual allowing users to filter data in reports, providing an easy and dynamic way to scope down your other visuals.Among the various types of slicers, the button slicer stands. Button slicer offers customizable button styles, interactive states, conditional formatting for labels, and a grid layout for arranging buttons in rows and columns. Additionally, the button slicer can integrate images, enhancing visual appeal and providing more context.","feature_description_html":"<p>In Power BI, the button slicer is an interactive visual allowing users to filter data in reports, providing an easy and dynamic way to scope down your other visuals.Among the various types of slicers, the button slicer stands. Button slicer offers customizable button styles, interactive states, conditional formatting for labels, and a grid layout for arranging buttons in rows and columns. Additionally, the button slicer can integrate images, enhancing visual appeal and providing more context.</p>","feature_name":"Button slicer","last_modified":"2026-06-16","product_id":"642a8375-05fc-ee11-a1ff-000d3a341a60","product_name":"Power BI","release_date":"Q4 2025","release_item_id":"57ee901c-1bb5-f011-bbd3-000d3a366ca0","release_status":"Shipped","release_type":"General availability"},{"active":true,"blog_title":"Fabric Extensibility Toolkit: Publishing Workloads announcements","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/fabric-extensibility-toolkit-publishing-workloads-announcements/5172418","distance":0.7842,"feature_description":"The Fabric Extensibility Toolkit (FET) introduces Validation Improvements to streamline readiness checks for Public Preview and GA stages. A new self-verification tool empowers developers to validate workloads independently, ensuring compliance with Fabric standards before submission. In addition, we've enhanced documentation for validation workflows and upgraded the partner validation reports, providing clearer insights, actionable feedback, and alignment with certification requirements. These improvements reduce friction, accelerate approval timelines, and give partners greater confidence in their release readiness.","feature_description_html":"<p>The Fabric Extensibility Toolkit (FET) introduces Validation Improvements to streamline readiness checks for Public Preview and GA stages. A new self-verification tool empowers developers to validate workloads independently, ensuring compliance with Fabric standards before submission. In addition, we've enhanced documentation for validation workflows and upgraded the partner validation reports, providing clearer insights, actionable feedback, and alignment with certification requirements. These improvements reduce friction, accelerate approval timelines, and give partners greater confidence in their release readiness.</p>","feature_name":"Fabric Extensibility Toolkit - Workload validation Improvements","last_modified":"2026-06-16","product_id":"c6da6b3b-ded6-ee11-9079-000d3a310f67","product_name":"Fabric Developer Experiences","release_date":"Q4 2025","release_item_id":"0781625c-21ba-f011-bbd3-000d3a3740cc","release_status":"Shipped","release_type":"General availability"},{"active":true,"blog_title":"Announcing the Fabric Apache Spark Diagnostic Emitter: Collect Logs and Metrics","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/announcing-the-fabric-apache-spark-diagnostic-emitter-collect-logs-and-metrics/5173616","distance":0.7849,"feature_description":"This feature is intended to announce the General Availability of the Fabric Spark diagnostic emitter. The Spark emitter enables customers to send Spark logs and metrics to their preferred destinations, including Azure Log Analytics, Azure Event Hub, and Azure Blob Storage.","feature_description_html":"<p>This feature is intended to announce the General Availability of the Fabric Spark diagnostic emitter. The Spark emitter enables customers to send Spark logs and metrics to their preferred destinations, including Azure Log Analytics, Azure Event Hub, and Azure Blob Storage.</p>","feature_name":"Fabric Spark Diagnostic Log Emitter: General Availability","last_modified":"2026-06-16","product_id":"a731518f-36ca-ee11-9079-000d3a341a60","product_name":"Data Engineering","release_date":"Q1 2026","release_item_id":"2ff1693f-85ba-f011-bbd3-6045bd00f9db","release_status":"Shipped","release_type":"General availability"},{"active":true,"blog_title":"Announcement: Microsoft Purview Data Loss Prevention policies have been extended to Fabric lakehouses","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/announcement-microsoft-purview-data-loss-prevention-policies-have-been-extended-/5173061","distance":0.7852,"feature_description":"Security admins can create in Microsoft Purview Data Loss Prevention portal policies to detect the upload of sensitive data (such as social security number) to Fabric Lakehouse. If such an upload is detected, the policies will trigger automatic audit activity and can be configured to show a custom policy tip to data owners and it can also trigger an alert for security admins. DLP policies can help automate the compliance processes to meet enterprise-scale compliance and regulatory requirements in an effective way.Note: Microsoft Purview data loss prevention policies for Fabric require Microsoft Purview license.","feature_description_html":"<p>Security admins can create in Microsoft Purview Data Loss Prevention portal policies to detect the upload of sensitive data (such as social security number) to Fabric Lakehouse. If such an upload is detected, the policies will trigger automatic audit activity and can be configured to show a custom policy tip to data owners and it can also trigger an alert for security admins. DLP policies can help automate the compliance processes to meet enterprise-scale compliance and regulatory requirements in an effective way.Note: Microsoft Purview data loss prevention policies for Fabric require Microsoft Purview license.</p>","feature_name":"Microsoft Purview data loss prevention policies for Lakehouses in OneLake","last_modified":"2026-06-16","product_id":"796a0af7-2dc7-ee11-9079-000d3a3419a8","product_name":"Administration, Governance and Security","release_date":"Q4 2024","release_item_id":"28acfc1a-e9d6-ee11-9079-000d3a341a60","release_status":"Shipped","release_type":"Public preview"},{"active":true,"blog_title":"Resolving Write Conflicts in Microsoft Fabric Data Warehouse","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/resolving-write-conflicts-in-microsoft-fabric-data-warehouse/5172544","distance":0.7869,"feature_description":"This feature is part of the concurrency control strategy for Fabric DW. File-level write-write conflict detection is a mechanism designed to prevent two concurrent transactions from modifying the same physical file in a data warehouse at the same time. More precise than table-level detection (which blocks any concurrent changes to the same table).What It Does?Scope: Operates at the file level (e.g., Parquet files in Fabric DW), rather than at the table or row level.Goal: Detect overlapping changes (updates, deletes) to the same file during concurrent transactions.Trigger: When a transaction tries to commit changes, the system checks if any newer manifests indicate modifications to the same file since the transaction started.Lays groundwork for even finer-grained detection (row-level) in later releases.","feature_description_html":"<p>This feature is part of the concurrency control strategy for Fabric DW. File-level write-write conflict detection is a mechanism designed to prevent two concurrent transactions from modifying the same physical file in a data warehouse at the same time. More precise than table-level detection (which blocks any concurrent changes to the same table).What It Does?Scope: Operates at the file level (e.g., Parquet files in Fabric DW), rather than at the table or row level.Goal: Detect overlapping changes (updates, deletes) to the same file during concurrent transactions.Trigger: When a transaction tries to commit changes, the system checks if any newer manifests indicate modifications to the same file since the transaction started.Lays groundwork for even finer-grained detection (row-level) in later releases.</p>","feature_name":"File-Level write-write conflict detection (Generally Available)","last_modified":"2026-07-29","product_id":"fa3a73cd-dcd6-ee11-9079-000d3a310f67","product_name":"Data Warehouse","release_date":"Q4 2026","release_item_id":"b7e155c6-94bf-f011-bbd3-000d3a5b0efa","release_status":"Planned","release_type":"General availability"},{"active":true,"blog_title":"From insight to action: Bringing Fabric Activator into Ontology with Rules","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/from-insight-to-action-bringing-fabric-activator-into-ontology-with-rules/5172260","distance":0.787,"feature_description":"Rules for Ontology integrate with Fabric Activator so teams can monitor business entities and configure event-driven alerts. Users can define alerts against properties across instances of an entity type and use the resulting notifications or automated actions to respond to operational conditions. This helps operators monitor their business model without recreating its context in separate alert definitions. This entry records the previously shipped release; subsequent rule authoring, agent-query, and monitoring updates have separate milestones.","feature_description_html":"<p>Rules for Ontology integrate with Fabric Activator so teams can monitor business entities and configure event-driven alerts. Users can define alerts against properties across instances of an entity type and use the resulting notifications or automated actions to respond to operational conditions. This helps operators monitor their business model without recreating its context in separate alert definitions. This entry records the previously shipped release; subsequent rule authoring, agent-query, and monitoring updates have separate milestones.</p>","feature_name":"Rules for Ontology","last_modified":"2026-09-25","product_id":"cef5a30d-562f-f011-8c4d-6045bd096d8f","product_name":"IQ","release_date":"Q1 2026","release_item_id":"9c64d5e2-fdce-f011-bbd3-000d3a3740cc","release_status":"Shipped","release_type":"Public preview"},{"active":true,"blog_title":null,"blog_url":null,"distance":0.7877,"feature_description":"The **input slicer** visual lets you type in values and search to filter a text data column, or type in values for a Fabric user data function with the new translytical task flow in Power BI reports.","feature_description_html":"<p>The <strong>input slicer</strong> visual lets you type in values and search to filter a text data column, or type in values for a Fabric user data function with the new translytical task flow in Power BI reports.</p>","feature_name":"Input slicer visual (previously called Text slicer)","last_modified":"2026-06-16","product_id":"642a8375-05fc-ee11-a1ff-000d3a341a60","product_name":"Power BI","release_date":"Q1 2026","release_item_id":"af1fcea0-05c2-f011-bbd3-000d3a5b0efa","release_status":"Shipped","release_type":"General availability"},{"active":true,"blog_title":"Outbound access protection for Data Factory (Generally Available)","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/outbound-access-protection-for-data-factory-generally-available/5172006","distance":0.7878,"feature_description":"This feature allow fabric enterprise customers to use ML experiments in Outbound Access Protection enabled workspace and prevent sensitive data from getting exfiltrated.","feature_description_html":"<p>This feature allow fabric enterprise customers to use ML experiments in Outbound Access Protection enabled workspace and prevent sensitive data from getting exfiltrated.</p>","feature_name":"Outbound Access Protection for ML Experiment","last_modified":"2026-06-16","product_id":"0522b590-dcd6-ee11-9079-000d3a310f67","product_name":"Data Science","release_date":"Q1 2026","release_item_id":"b5548630-c4bb-f011-bbd3-6045bd00f9db","release_status":"Shipped","release_type":"General availability"},{"active":true,"blog_title":"A new look and new capabilities in the Capacity Metrics App (Preview)","blog_url":"https://community.fabric.microsoft.com/t5/Fabric-Updates-Blog/A-new-look-and-new-capabilities-in-the-Capacity-Metrics-App/ba-p/5374114","distance":0.788,"feature_description":"**Fabric Capacity Metrics App - Health **The Health page in the Microsoft Fabric Capacity Metrics app is currently in Preview, and some minor updates/enhancements will be made to make it Generally Available.  The page offers a high-level overview of all capacities for which a user is admin, aggregating capacity metrics across a tenant in a way that greatly simplifies the ability to identify capacities that are in need of attention. The page is designed to help capacity administrators quickly identify capacities that are consuming the most compute resources or are experiencing issues such as throttling or query rejections. It also provides a clear view of the health status for key metrics, including data refresh history, error details, and connectivity checks. This helps admins quickly identify issues such as failed refreshes or stale data, understand their root causes, and take corrective actions. By ensuring metrics remain accurate and up-to-date, the Health page supports streamlined decision-making visibility to sustain smoother operations.","feature_description_html":"<p>**Fabric Capacity Metrics App - Health **The Health page in the Microsoft Fabric Capacity Metrics app is currently in Preview, and some minor updates/enhancements will be made to make it Generally Available.  The page offers a high-level overview of all capacities for which a user is admin, aggregating capacity metrics across a tenant in a way that greatly simplifies the ability to identify capacities that are in need of attention. The page is designed to help capacity administrators quickly identify capacities that are consuming the most compute resources or are experiencing issues such as throttling or query rejections. It also provides a clear view of the health status for key metrics, including data refresh history, error details, and connectivity checks. This helps admins quickly identify issues such as failed refreshes or stale data, understand their root causes, and take corrective actions. By ensuring metrics remain accurate and up-to-date, the Health page supports streamlined decision-making visibility to sustain smoother operations.</p>","feature_name":"Capacity Metrics App - Health","last_modified":"2026-06-16","product_id":"796a0af7-2dc7-ee11-9079-000d3a3419a8","product_name":"Administration, Governance and Security","release_date":"Q2 2026","release_item_id":"b693a00d-5eb0-f011-bbd3-000d3a3740cc","release_status":"Shipped","release_type":"General availability"},{"active":true,"blog_title":"Providing more insights & tools: Capacity health, timepoint summary, timepoint detail, chargeback now generally available","blog_url":"https://community.fabric.microsoft.com/t5/Fabric-Updates-Blog/Providing-more-insights-amp-tools-Capacity-health-timepoint/ba-p/5176753","distance":0.7903,"feature_description":"**Fabric Capacity Metrics App - Health**The **Health page** in the Microsoft Fabric Capacity Metrics app offers a high-level overview of all capacities for which the user is an admin, aggregating capacity metrics across a tenant in a way that greatly simplifies the ability to identify capacities that are in need of attention.  The page is designed to help capacity administrators quickly identify capacities that are consuming the most compute resources or are experiencing issues such as throttling or query rejections. It also provides a clear view of the health status for key metrics, including data refresh history, error details, and connectivity checks. This helps admins quickly identify issues such as failed refreshes or stale data, understand their root causes, and take corrective actions. By ensuring metrics remain accurate and up-to-date, the Health page supports streamlined decision-making visibility to sustain smoother operations.","feature_description_html":"<p><strong>Fabric Capacity Metrics App - Health</strong>The <strong>Health page</strong> in the Microsoft Fabric Capacity Metrics app offers a high-level overview of all capacities for which the user is an admin, aggregating capacity metrics across a tenant in a way that greatly simplifies the ability to identify capacities that are in need of attention.  The page is designed to help capacity administrators quickly identify capacities that are consuming the most compute resources or are experiencing issues such as throttling or query rejections. It also provides a clear view of the health status for key metrics, including data refresh history, error details, and connectivity checks. This helps admins quickly identify issues such as failed refreshes or stale data, understand their root causes, and take corrective actions. By ensuring metrics remain accurate and up-to-date, the Health page supports streamlined decision-making visibility to sustain smoother operations.</p>","feature_name":"Capacity Metrics App - Health","last_modified":"2026-06-16","product_id":"796a0af7-2dc7-ee11-9079-000d3a3419a8","product_name":"Administration, Governance and Security","release_date":"Q3 2025","release_item_id":"f05720bb-8a06-ef11-9f89-000d3a34b75c","release_status":"Shipped","release_type":"Public preview"},{"active":true,"blog_title":"Outbound access protection for Data Factory (Generally Available)","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/outbound-access-protection-for-data-factory-generally-available/5172006","distance":0.7906,"feature_description":"This feature enables Fabric enterprise customers to use ML models in Outbound Access Protection (OAP) enabled workspace and prevent sensitive data from getting exfiltrated.","feature_description_html":"<p>This feature enables Fabric enterprise customers to use ML models in Outbound Access Protection (OAP) enabled workspace and prevent sensitive data from getting exfiltrated.</p>","feature_name":"Outbound Access Protection for ML Model","last_modified":"2026-06-16","product_id":"0522b590-dcd6-ee11-9079-000d3a310f67","product_name":"Data Science","release_date":"Q1 2026","release_item_id":"e3b77c88-c4bb-f011-bbd3-6045bd00f9db","release_status":"Shipped","release_type":"General availability"},{"active":true,"blog_title":"Govern in OneLake Catalog for Fabric admins (Preview)","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/govern-in-onelake-catalog-for-fabric-admins-preview/5172446","distance":0.7947,"feature_description":"Today, the Goven tab in OneLake Catalog, is a central place for data owners to find insights on their data, get recommended actions and find all the available solutions in Fabric.We are extending the experience to allow Fabric admins to gain insights, get recommended actions and find all Fabric solutions available for them.Admins will be able to see information about their entire tenant, such as inventory insights on domains, capacities, workspaces, item operations ,Capacities and domains state, protection state (sensitivity label coverage, information on DLP and more), curations state (description, tags, endorsement)Recommended actions will focus the Admins on steps they should take in order to optimize the tenant usage, surface problematic items, and promote housekeeping.Additionally, the experience includes all the solutions available for admins in Fabric and important links that can help to promote user's knowledge on Fabric to better utilize the system.","feature_description_html":"<p>Today, the Goven tab in OneLake Catalog, is a central place for data owners to find insights on their data, get recommended actions and find all the available solutions in Fabric.We are extending the experience to allow Fabric admins to gain insights, get recommended actions and find all Fabric solutions available for them.Admins will be able to see information about their entire tenant, such as inventory insights on domains, capacities, workspaces, item operations ,Capacities and domains state, protection state (sensitivity label coverage, information on DLP and more), curations state (description, tags, endorsement)Recommended actions will focus the Admins on steps they should take in order to optimize the tenant usage, surface problematic items, and promote housekeeping.Additionally, the experience includes all the solutions available for admins in Fabric and important links that can help to promote user's knowledge on Fabric to better utilize the system.</p>","feature_name":"OneLake catalog -  Govern for Administrators","last_modified":"2026-06-16","product_id":"796a0af7-2dc7-ee11-9079-000d3a3419a8","product_name":"Administration, Governance and Security","release_date":"Q1 2026","release_item_id":"a328d155-cf01-f111-8406-6045bd0a8ec1","release_status":"Shipped","release_type":"General availability"},{"active":true,"blog_title":"OneLake security (Preview)","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/onelake-security-preview/5172529","distance":0.795,"feature_description":"Now with OneLake security, you can define access permissions once, and Fabric will enforce it consistently across all engines. Data owners can create security roles, refine permissions, and control access at the row and column levels to securely share data. For example, you can grant access to only certain folders, tables, or even rows in a lakehouse--restricting Personally Identifiable Information (PII) while keeping other data available. This security propagates automatically, so whether you query the data in SQL or visualize it in a Power BI report, you can only see what has been authorized. With this release, OneLake security will be available for anyone to try without a signup, simply enable the feature directly in your Fabric items.","feature_description_html":"<p>Now with OneLake security, you can define access permissions once, and Fabric will enforce it consistently across all engines. Data owners can create security roles, refine permissions, and control access at the row and column levels to securely share data. For example, you can grant access to only certain folders, tables, or even rows in a lakehouse--restricting Personally Identifiable Information (PII) while keeping other data available. This security propagates automatically, so whether you query the data in SQL or visualize it in a Power BI report, you can only see what has been authorized. With this release, OneLake security will be available for anyone to try without a signup, simply enable the feature directly in your Fabric items.</p>","feature_name":"OneLake security - gated public preview","last_modified":"2026-06-16","product_id":"338c69fe-dcd6-ee11-9079-000d3a310f67","product_name":"OneLake","release_date":"Q2 2025","release_item_id":"50f82738-cdf8-ee11-a1fe-000d3a340b2c","release_status":"Shipped","release_type":"Public preview"},{"active":true,"blog_title":"Govern in OneLake Catalog for Fabric admins (Preview)","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/govern-in-onelake-catalog-for-fabric-admins-preview/5172446","distance":0.795,"feature_description":"Today, the Goven tab in OneLake Catalog, is a central place for data owners to find insights on their data, get recommended actions and find all the available solutions in Fabric.We are extending the experience to allow Fabric admins to gain insights, get recommended actions and find all Fabric solutions available for them.As part of the public preview, Admins will be able to see information about their entire tenant, such as inventory insights on domains, capacities, workspaces, item operations ,Capacities and domains state, protection state (sensitivity label coverage, information on DLP and more), curations state (description, tags, endorsement)Recommended actions will focus the Admins on steps they should take in order to optimize the tenant usage, surface problematic items, and promote housekeeping.Additional valuable are includes all the solutions available for admins in Fabric and important links that can help to promote user's knowledge on Fabric to better utilize the system.","feature_description_html":"<p>Today, the Goven tab in OneLake Catalog, is a central place for data owners to find insights on their data, get recommended actions and find all the available solutions in Fabric.We are extending the experience to allow Fabric admins to gain insights, get recommended actions and find all Fabric solutions available for them.As part of the public preview, Admins will be able to see information about their entire tenant, such as inventory insights on domains, capacities, workspaces, item operations ,Capacities and domains state, protection state (sensitivity label coverage, information on DLP and more), curations state (description, tags, endorsement)Recommended actions will focus the Admins on steps they should take in order to optimize the tenant usage, surface problematic items, and promote housekeeping.Additional valuable are includes all the solutions available for admins in Fabric and important links that can help to promote user's knowledge on Fabric to better utilize the system.</p>","feature_name":"OneLake Catalog - Govern Tab For Admins","last_modified":"2026-06-16","product_id":"796a0af7-2dc7-ee11-9079-000d3a3419a8","product_name":"Administration, Governance and Security","release_date":"Q4 2025","release_item_id":"a5931131-7020-f011-9989-000d3a34671f","release_status":"Shipped","release_type":"Public preview"},{"active":true,"blog_title":"Microsoft Purview Data Loss Prevention policies for Fabric have been extended to SQL, KQL and Mirrored Databases (Preview)","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/microsoft-purview-data-loss-prevention-policies-for-fabric-have-been-extended-to/5172819","distance":0.7956,"feature_description":"Security admins can create in Microsoft Purview Data Loss Prevention portal policies to detect the upload of sensitive data (such as social security number) to Kusto DB and Mirrored DBs. If such an upload is detected, the policies will trigger automatic audit activity and can be configured to show a custom policy tip to data owners and it can also trigger an alert for security admins. DLP policies can help automate the compliance processes to meet enterprise-scale compliance and regulatory requirements in an effective way.This release is an extension to DLP policies functionality for Fabric Lakehouse.Note: Microsoft Purview data loss prevention policies for Fabric require Microsoft Purview license.","feature_description_html":"<p>Security admins can create in Microsoft Purview Data Loss Prevention portal policies to detect the upload of sensitive data (such as social security number) to Kusto DB and Mirrored DBs. If such an upload is detected, the policies will trigger automatic audit activity and can be configured to show a custom policy tip to data owners and it can also trigger an alert for security admins. DLP policies can help automate the compliance processes to meet enterprise-scale compliance and regulatory requirements in an effective way.</p>\n<p>This release is an extension to DLP policies functionality for Fabric Lakehouse.Note: Microsoft Purview data loss prevention policies for Fabric require Microsoft Purview license.</p>","feature_name":"Microsoft Purview data loss prevention policies for OneLake - support additional workloads","last_modified":"2026-06-16","product_id":"796a0af7-2dc7-ee11-9079-000d3a3419a8","product_name":"Administration, Governance and Security","release_date":"Q2 2025","release_item_id":"52399de6-7108-ef11-9f89-000d3a34b75c","release_status":"Shipped","release_type":"Public preview"},{"active":true,"blog_title":"Microsoft Purview Data Loss Prevention policies for Fabric have been extended to SQL, KQL and Mirrored Databases (Preview)","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/microsoft-purview-data-loss-prevention-policies-for-fabric-have-been-extended-to/5172819","distance":0.796,"feature_description":"Security admins can create in Microsoft Purview Data Loss Prevention portal policies to detect the upload of sensitive data (such as social security number) to Fabric Lakehouse, Kustoand SQL databases, Mirrored databases,  and Semantic models. If such an upload is detected, the policies will trigger automatic audit activity and can be configured to show a custom policy tip to data owners and it can also trigger an alert for security admins. DLP policies can help automate the compliance processes to meet enterprise-scale compliance and regulatory requirements in an effective way.Note: Microsoft Purview data loss prevention policies for Fabric require Microsoft Purview license.","feature_description_html":"<p>Security admins can create in Microsoft Purview Data Loss Prevention portal policies to detect the upload of sensitive data (such as social security number) to Fabric Lakehouse, Kustoand SQL databases, Mirrored databases,  and Semantic models. If such an upload is detected, the policies will trigger automatic audit activity and can be configured to show a custom policy tip to data owners and it can also trigger an alert for security admins. DLP policies can help automate the compliance processes to meet enterprise-scale compliance and regulatory requirements in an effective way.Note: Microsoft Purview data loss prevention policies for Fabric require Microsoft Purview license.</p>","feature_name":"Microsoft Purview data loss prevention policies for structured data in OneLake","last_modified":"2026-06-16","product_id":"796a0af7-2dc7-ee11-9079-000d3a3419a8","product_name":"Administration, Governance and Security","release_date":"Q3 2025","release_item_id":"7086191a-4e20-f011-998a-0022480939f0","release_status":"Shipped","release_type":"General availability"},{"active":true,"blog_title":"Extending Outbound Access Protection to Fabric Warehouse and SQL Analytics Endpoint","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/extending-outbound-access-protection-to-fabric-warehouse-and-sql-analytics-endpo/5172538","distance":0.7976,"feature_description":"Fabric administrators want to ensure that data in Fabric isnt exfiltrated to unpermitted destinations outside of Fabric unintentionally or by due to  malicious intent . In this milestone, we will provide controls to ensure Data Integration items:  Dataflows Gen2.1 and Data Pipelines can only connect to the specific data sources and connectors as configured by Workspace Admins.In the future we will addData exfiltration support for more Fabric experiences.","feature_description_html":"<p>Fabric administrators want to ensure that data in Fabric isnt exfiltrated to unpermitted destinations outside of Fabric unintentionally or by due to  malicious intent . In this milestone, we will provide controls to ensure Data Integration items:  Dataflows Gen2.1 and Data Pipelines can only connect to the specific data sources and connectors as configured by Workspace Admins.In the future we will addData exfiltration support for more Fabric experiences.</p>","feature_name":"Outbound Access Protection for DI","last_modified":"2026-06-16","product_id":"796a0af7-2dc7-ee11-9079-000d3a3419a8","product_name":"Administration, Governance and Security","release_date":"Q1 2026","release_item_id":"be7227c8-6d24-f011-8c4d-00224804b6c3","release_status":"Shipped","release_type":"Public preview"},{"active":true,"blog_title":"Domains in Fabric \u2013 new enhancements","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/domains-in-fabric-%E2%80%93-new-enhancements/5173038","distance":0.7976,"feature_description":"Domains and sub domains enable structuring the data in the organization while enabling optimized consumption experience per business needs.We plan to strengthen the governance controls such as delegated settings and defining default sensitivity label per domain, and to allow more consumption experiences such as the ability to search by domain/sub domain, filter the WS by domain/sub domain and see the domains details as part of the item location.","feature_description_html":"<p>Domains and sub domains enable structuring the data in the organization while enabling optimized consumption experience per business needs.We plan to strengthen the governance controls such as delegated settings and defining default sensitivity label per domain, and to allow more consumption experiences such as the ability to search by domain/sub domain, filter the WS by domain/sub domain and see the domains details as part of the item location.</p>","feature_name":"Enhancements for Domains in Fabric","last_modified":"2026-06-16","product_id":"796a0af7-2dc7-ee11-9079-000d3a3419a8","product_name":"Administration, Governance and Security","release_date":"Q3 2024","release_item_id":"1f2d4051-b707-ef11-9f89-000d3a36eea4","release_status":"Shipped","release_type":"Public preview"},{"active":true,"blog_title":"Fabric Extensibility\u2014Self Service Workload Publishing (Generally Available)","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/fabric-extensibility%E2%80%94self-service-workload-publishing-generally-available/5172197","distance":0.7986,"feature_description":"**Workload Self-Service Publishing to selected audience**ISVs can now self-service publish workloads built with the [Fabric Extensibility Toolkit](https://learn.microsoft.com/fabric/extensibility-toolkit/extensibility-toolkit-overview) into Selected Audience (private preview). This capability allows publishers to reserve a WorkloadName directly by uploading their manifest through the Fabric Admin Portal--removing the previous dependency on the Microsoft team to pre-register the name.In addition, publishers can now publish their workloads to up to 20 external tenants for early testing and validation.**Key Capabilities**Self-service registration - Reserve a workload ID and publish workloads end-to-end through the portal.","feature_description_html":"<p><strong>Workload Self-Service Publishing to selected audience</strong>ISVs can now self-service publish workloads built with the <a href=\"https://learn.microsoft.com/fabric/extensibility-toolkit/extensibility-toolkit-overview\">Fabric Extensibility Toolkit</a> into Selected Audience (private preview). This capability allows publishers to reserve a WorkloadName directly by uploading their manifest through the Fabric Admin Portal--removing the previous dependency on the Microsoft team to pre-register the name.In addition, publishers can now publish their workloads to up to 20 external tenants for early testing and validation.</p>\n<p><strong>Key Capabilities</strong></p>\n<p>Self-service registration - Reserve a workload ID and publish workloads end-to-end through the portal.</p>","feature_name":"Fabric Extensibility Toolkit - Workload Self-Service Publishing (Selected audience)","last_modified":"2026-06-16","product_id":"796a0af7-2dc7-ee11-9079-000d3a3419a8","product_name":"Administration, Governance and Security","release_date":"Q1 2026","release_item_id":"ce38d70a-e401-f111-8406-000d3a36696c","release_status":"Shipped","release_type":"General availability"},{"active":true,"blog_title":"Capacity Overview Events in Real-Time Hub (Generally Available)","blog_url":"https://community.fabric.microsoft.com/t5/Fabric-Updates-Blog/Capacity-Overview-Events-in-Real-Time-Hub-Generally-Available/ba-p/5356729","distance":0.7987,"feature_description":"**Capacity Monitoring in Monitor Hub **Microsoft Fabric is introducing capacity monitoring and management capabilities within the Fabric product itself, designed to give administrators a unified and actionable view of capacity health, usage, and management capabilities. This experience centralizes the most critical controls and insights--such as around utilization, scaling, throttling, and surge protection--making it easier than ever to detect issues, manage resources, and remediate capacities quickly.  Key initials features include CU utilization details with breakdowns (e.g., interactive/background delays and rejections), status indicators for surge protection and throttling, direct toggles for pausing or resuming capacities, and easy ways to take direct actions for unhealthy capacities such scaling capacities and/or performing workspace migrations right from within the experience.By bringing these capabilities into the Monitor Hub, Fabric empowers customers to proactively manage capacities, maintain reliability, and streamline operations--all from an intuitive interface that introduces the concept of Capacity Health.","feature_description_html":"<p>**Capacity Monitoring in Monitor Hub **Microsoft Fabric is introducing capacity monitoring and management capabilities within the Fabric product itself, designed to give administrators a unified and actionable view of capacity health, usage, and management capabilities. This experience centralizes the most critical controls and insights--such as around utilization, scaling, throttling, and surge protection--making it easier than ever to detect issues, manage resources, and remediate capacities quickly.  Key initials features include CU utilization details with breakdowns (e.g., interactive/background delays and rejections), status indicators for surge protection and throttling, direct toggles for pausing or resuming capacities, and easy ways to take direct actions for unhealthy capacities such scaling capacities and/or performing workspace migrations right from within the experience.</p>\n<p>By bringing these capabilities into the Monitor Hub, Fabric empowers customers to proactively manage capacities, maintain reliability, and streamline operations--all from an intuitive interface that introduces the concept of Capacity Health.</p>","feature_name":"Capacity Insights & Actions (in-product observability)","last_modified":"2026-10-21","product_id":"796a0af7-2dc7-ee11-9079-000d3a3419a8","product_name":"Administration, Governance and Security","release_date":"Q4 2026","release_item_id":"5952a1c1-60b0-f011-bbd3-000d3a3740cc","release_status":"Shipped","release_type":"Public preview"},{"active":true,"blog_title":"Fabric Runtime Release Channels","blog_url":"https://community.fabric.microsoft.com/t5/Fabric-Updates-Blog/Fabric-Runtime-Release-Channels/ba-p/5240330","distance":0.7991,"feature_description":"This feature enables multiple runtime channels for customers. The default channel will remain the current standard runtime, while an EarlyAccess channel will provide the latest updates - such as library upgrades and security vulnerability fix..Using Spark settings in the environment, customers can test and validate these changes early, before they become part of the default runtime channel.","feature_description_html":"<p>This feature enables multiple runtime channels for customers. The default channel will remain the current standard runtime, while an EarlyAccess channel will provide the latest updates - such as library upgrades and security vulnerability fix..Using Spark settings in the environment, customers can test and validate these changes early, before they become part of the default runtime channel.</p>","feature_name":"Fabric Release Channel - Public Preview","last_modified":"2026-07-27","product_id":"a731518f-36ca-ee11-9079-000d3a341a60","product_name":"Data Engineering","release_date":"Q2 2026","release_item_id":"399f07f8-96ba-f011-bbd3-00224808fcf0","release_status":"Shipped","release_type":"Public preview"},{"active":true,"blog_title":null,"blog_url":null,"distance":0.8004,"feature_description":"Annotations allow users to add descriptive text to a specific data point within a visualization. They serve as contextual explanations or highlights, aiding viewers in comprehending the visualization.Annotations benefits are:**Enhanced Communication**: Annotations aid in effectively communicating insights, explanations, or observations within the visualization itself, reducing the need for external documentation or additional explanations. Its main purpose is to highlight key insights, or mark data that need to be explained.**Contextual Clarity:** Annotations provide contextual information directly on data points, allowing viewers to better understand the significance of specific elements.**Presentation and Collaboration:** Annotations facilitate effective presentation of visualizations and enable collaboration by providing a platform for discussions and shared insights within the visualization.","feature_description_html":"<p>Annotations allow users to add descriptive text to a specific data point within a visualization. They serve as contextual explanations or highlights, aiding viewers in comprehending the visualization.Annotations benefits are:<strong>Enhanced Communication</strong>: Annotations aid in effectively communicating insights, explanations, or observations within the visualization itself, reducing the need for external documentation or additional explanations. Its main purpose is to highlight key insights, or mark data that need to be explained.</p>\n<p><strong>Contextual Clarity:</strong> Annotations provide contextual information directly on data points, allowing viewers to better understand the significance of specific elements.</p>\n<p><strong>Presentation and Collaboration:</strong> Annotations facilitate effective presentation of visualizations and enable collaboration by providing a platform for discussions and shared insights within the visualization.</p>","feature_name":"Data point annotations in Power BI add-in for PowerPoint","last_modified":"2026-06-16","product_id":"642a8375-05fc-ee11-a1ff-000d3a341a60","product_name":"Power BI","release_date":"Q1 2025","release_item_id":"57b79e2e-4494-ef11-8a6a-002248098a98","release_status":"Shipped","release_type":"Public preview"},{"active":true,"blog_title":"Workspace Outbound Access Protection (OAP) for Real-Time Intelligence (Preview)","blog_url":"https://community.fabric.microsoft.com/t5/Fabric-Updates-Blog/Workspace-Outbound-Access-Protection-OAP-for-Real-Time/ba-p/5241179","distance":0.8005,"feature_description":"","feature_description_html":"<p>No description available.</p>","feature_name":"Outbound Access Protection for (RTI) Real Time Dashboards","last_modified":"2026-06-16","product_id":"796a0af7-2dc7-ee11-9079-000d3a3419a8","product_name":"Administration, Governance and Security","release_date":"Q2 2026","release_item_id":"a89ad580-f7bb-f011-bbd2-0022480a2ecf","release_status":"Shipped","release_type":"Public preview"},{"active":true,"blog_title":"Fabric Extensibility Toolkit: Publishing Workloads announcements","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/fabric-extensibility-toolkit-publishing-workloads-announcements/5172418","distance":0.8038,"feature_description":"The Fabric Extensibility Framework (FET) is officially General Availability (GA), marking a major milestone in empowering developers to build, customize, and extend Fabric experiences at scale. GA brings enterprise-grade stability. With comprehensive documentation, standardized UX controls, and robust governance support, FET enables partners and developers to deliver secure, performant, and compliant solutions confidently across the Fabric ecosystem.","feature_description_html":"<p>The Fabric Extensibility Framework (FET) is officially General Availability (GA), marking a major milestone in empowering developers to build, customize, and extend Fabric experiences at scale. GA brings enterprise-grade stability. With comprehensive documentation, standardized UX controls, and robust governance support, FET enables partners and developers to deliver secure, performant, and compliant solutions confidently across the Fabric ecosystem.</p>","feature_name":"Fabric Extensibility Toolkit - General Availability","last_modified":"2026-06-16","product_id":"c6da6b3b-ded6-ee11-9079-000d3a310f67","product_name":"Fabric Developer Experiences","release_date":"Q1 2026","release_item_id":"35a5688b-91ba-f011-bbd3-00224808fcf0","release_status":"Shipped","release_type":"General availability"},{"active":true,"blog_title":"Govern in OneLake Catalog for Fabric admins (Preview)","blog_url":"https://community.fabric.microsoft.com/blog/fbc_fabricupdatesblogs/govern-in-onelake-catalog-for-fabric-admins-preview/5172446","distance":0.8045,"feature_description":"Fabric OneLake catalog now includes a feature that uses Copilot to create automatic summaries for your data. This innovative capability allows users to quickly understand what their data is about and gain valuable insights. By leveraging Copilot's AI capabilities, item owners can easily curate their items to make them more discoverable, enhance clarity and so to improve end-users decision-making process.","feature_description_html":"<p>Fabric OneLake catalog now includes a feature that uses Copilot to create automatic summaries for your data. This innovative capability allows users to quickly understand what their data is about and gain valuable insights. By leveraging Copilot's AI capabilities, item owners can easily curate their items to make them more discoverable, enhance clarity and so to improve end-users decision-making process.</p>","feature_name":"OneLake catalog - Copilot for Semantic model summary","last_modified":"2026-06-16","product_id":"796a0af7-2dc7-ee11-9079-000d3a3419a8","product_name":"Administration, Governance and Security","release_date":"Q4 2025","release_item_id":"d7638308-5020-f011-998a-0022480939f0","release_status":"Shipped","release_type":"Public preview"}],"links":{"first":"/api/releases?q=sensitivity+label&page_size=50&page=1","last":"/api/releases?q=sensitivity+label&page_size=50&page=23","next":"/api/releases?q=sensitivity+label&page_size=50&page=2","prev":null,"self":"/api/releases?q=sensitivity+label&page_size=50&page=1"},"pagination":{"has_next":true,"has_prev":false,"next_page":2,"page":1,"page_size":50,"prev_page":null,"total_items":1125,"total_pages":23}}