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Fabric March 2026 Feature Summary- Subscribe to RSS Feed
- Mark as New
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- Report Inappropriate Content
- Events and Announcements
- Don’t miss the next Monthly Data Days Sessions
- Couldn't make it to Atlanta or just want more FabCon + SQLCon? Join us in Barcelona this September.
- Fabric Platform
- OneLake Catalog Govern for admins (Generally Available)
- OneLake Catalog search API and MCP tool (Preview)
- Workspace tags (Generally Available)
- Data loss prevention policies for Fabric—Extending restrict access to structured data in OneLake (Pr...
- Lakehouse Signals in IRM (Generally Available)
- Quick policy for data theft for Fabric (Generally Available)
- Insider Risk Management PAYG Usage Report (Generally Available)
- Purview DSPM for AI for Fabric Copilots and data agents (Preview)
- Branched workspace with Git integration (Preview)
- Selective branching with Git integration (Preview)
- Compare code changes with Git integration (Preview)
- Connection reference item type in Variable Library (Preview)
- Bulk import and export items definition APIs (Preview)
- Fabric CLI v1.5—Power BI Scenarios, CI/CD Deployments, and DX Improvements
- CI/CD deployments from the CLI—deploy workspaces in One Command
- Fabric CLI as an Execution Layer for AI Agents
- Fabric Remote MCP Server: AI agents operate directly in your Fabric environment
- Fabric MCP AI code assistants (Generally Available)
- Fabric Extensibility
- Extensibility (Generally Available)
- CI/CD & remote support (Preview)
- What's new in workload management
- Admin portal: centralized admin workload overview (Generally Available)
- Self-service workload publishing (Generally Available)
- OneLake
- Third-party support for OneLake security
- OneLake file explorer (Generally Available)
- Data Engineering
- Fabric Runtime 2.0 (Preview)
- Custom Live Pools for Fabric Data Engineering
- Job concurrency and queue monitoring experience for Fabric Data Engineering
- Resource Profiles for Fabric Data Engineering
- Installing libraries with Quick mode in Spark Environment (Preview)
- Dynamic session sharing limit up to 50 for high concurrency
- Data export settings for notebooks
- Session starts insights into Fabric Data Engineering
- Z-order and liquid clustering support in the Native Execution Engine
- Copilot for data engineering and data science
- Fabric notebook custom agent inside VS Code
- Tenant switching inside Fabric Data Engineering VS Code extension
- Enable new kernels inside Fabric Data Engineering VS Code extension
- Support for multiple schedules in Fabric materialized lake views
- PySpark support for Fabric materialized lake views (Preview)
- Move data from source to Lakehouse in a few moves using Copy job
- Notebook supports Lakehouses auto-binding in Git
- Notebook Resources Folder Support in Git
- Fabric notebook public APIs (Generally Available)
- Improved Copilot completion for Fabric notebooks
- Create files in the notebook resources folder
- Data Science and AI
- Fabric data agents (Generally Available)
- Advanced security and governance in data agents (Preview)
- Data source enhancements for data agents (Preview)
- Insider Risk Management PAYG Usage Report (Generally Available)
- AutoML in Fabric (Generally Available)
- Data Warehouse
- FabricData Warehouse recovery(Preview)
- Alerts andactions
- Analyze unstructured text usingT-SQLAIfunctions(Preview)
- ANY_VALUE aggregate
- Fabric warehouse custom SQL pools(Preview)
- SQL Audit Logs(Generally Available)
- COPY INTO and OPENROWSET support for OneLake sources(Generally Available)
- Outbound Access Protection (OAP) support for Warehouse(Generally Available)
- Full query text available in Query Insights
- Live connectivity inMigration Assistant for Fabric Data Warehouse (Preview)
- Simplify data access with data sources(Generally Available)
- Real-Time Intelligence
- Business Events in Microsoft Fabric (Preview)
- Building event-driven, real-time applications on database changes with Fabric Eventstreams Deltaflow...
- Real-time stream processing with Fabric Eventstreams and Spark notebooks (Preview)
- Anomaly Detector full-item experience
- Operations agent playbook improvements and messages
- Live update for Real-Time Dashboards
- Eventstream SQL Operator (Generally Available)
- Anomaly Detection as a source in Eventstream
- Data series colors for real-time dashboard visuals
- Use Copilot to create visuals in real-time dashboards (Preview)
- Instantly run and preview functions in Microsoft Fabric Eventhouse: no code required (Preview)
- Workspace monitoring dashboard templates in Microsoft Fabric Eventhouse (Preview)
- Databases
- Database Hub in Fabric
- SQL database in Fabric
- Cosmos DB mirroring with Private Link and VNET
- Data Factory—Copy Job
- Richer Change Data Capture (CDC) with Oracle, Fabric DW, and SCD Type 2
- Every row is traceable with built-in audit columns
- Workspace Monitoring for Faster, Scalable Troubleshooting
- Boost performance automatically with AutoPartitioning
- More flexible incremental copy with new watermark column types
- Data Factory—Dataflow Gen2
- Preview-only steps (Generally Available)
- Fabric Variable Library integration (Generally Available)
- New data destinations
- Schema support in Fabric data destinations (Generally Available)
- AI-Powered Prompt Transform (Generally Available)
- Publish experience UX + performance improvements (parallelized query validations)
- Save As Improvements: Scheduled Refresh Policies and Public APIs
- SharePoint site picker in Modern Get Data and Data destinations (Preview)
- Diagnostics download (Preview)
- Advanced Edit for destinations (Preview)
- Data destination validations during publish (Preview)
- Evaluate query API (Preview)
- Data Factory
- Data Factory MCP (Preview)
- IBM Netezza ODBC Driver (Generally Available)
- Google BigQuery connector (Generally Available)
- QuickBooks Online connector retirement
- Lakehouse Maintenance activity in Fabric Pipelines (Preview)
- Refresh SQL endpoint activity in Fabric pipelines (Preview)
- Generate Pipeline expressions with Copilot (Generally Available)
- Workspace monitoring for Fabric Data Factory’s pipelines and Copy job (Preview)
- Interval-based schedules
- New Airflow APIs
- New Airflow Operators
- PowerShell model for gateways (Generally Available)
- Certificate and proxy support for VNet data gateway (Generally Available)
- Virtual network data gateway supports up to nine instances
- SSIS Pipeline Activity (Preview)
- Seamlessly upgrade Azure Data Factory and Synapse pipelines to Microsoft Fabric (Preview)
- Data Factory—Mirroring
- Mirroring for SAP (Generally Available)
- Mirroring for Oracle databases (Generally Available)
- Mirroring for Azure Database for MySQL (Preview)
- Mirroring for SharePoint List (Preview)
- Extended Capabilities in Mirroring: Change Delta Feed and Snowflake Mirroring Support for Views (Pre...
- Mirrored database now supports up to 1000 tables
- That’s a wrap!
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