Features¶

Fabric IQ

AI-driven intelligence layer with ontology, plan, and graph capabilities for smarter data operations.

Explore Fabric IQ

AI Copilot

Configure and use AI Copilot across Fabric workloads for natural-language data interaction.

Configure Copilot

Data Agents

Autonomous AI agents that perform data tasks, answer questions, and execute workflows.

Learn about Agents

AutoML & Model Endpoints

Automated machine learning with managed model endpoints for real-time scoring.

AutoML guide

Semantic Link

Connect Power BI semantic models to notebooks for advanced analytics and ML.

Use Semantic Link

Real-Time Intelligence

End-to-end real-time analytics with Eventstreams, Eventhouse, KQL, and business events.

Real-Time Intelligence

Real-Time Hub

Centralized hub for discovering, managing, and consuming real-time data streams.

Real-Time Hub

Data Activator

Trigger automated actions based on data conditions and patterns in real time.

Data Activator

Copy Job CDC

Change data capture with Copy Job for incremental data movement and synchronization.

Copy Job CDC

Data Mesh

Enterprise data mesh patterns with domain-oriented ownership and federated governance.

Data Mesh patterns

Digital Twin Builder

Create digital twin models of physical assets for simulation and monitoring.

Digital Twin Builder

Mirroring

Near-real-time replication of external databases into Fabric OneLake.

Mirroring

Direct Lake

Query Delta Lake tables directly from Power BI without import or DirectQuery overhead.

Direct Lake

Translytical Task Flows

Unified transactional and analytical workflows in a single platform.

Task Flows

OneLake Security

Fine-grained security controls for OneLake data access and sharing.

OneLake Security

OneLake Catalog

Discover, classify, and govern data assets across the entire Fabric estate.

OneLake Catalog

Iceberg Interop

Apache Iceberg interoperability for cross-platform open table format access.

Iceberg Interop

Materialized Lake Views

Precomputed views over Delta tables for faster query performance.

Materialized Views

Vector Database

Vector storage and search in Eventhouse for AI/ML embedding workloads.

Vector Database

dbt Integration

Use dbt for transformation workflows with Fabric Lakehouse and Warehouse.

dbt Integration

Fabric MCP

Model Context Protocol integration for AI agent connectivity with Fabric.

Fabric MCP

GraphQL API

Build GraphQL endpoints over Fabric data for flexible client consumption.

GraphQL API

SQL Database

Fully managed SQL database in Fabric for operational and transactional workloads.

SQL Database

Git Integration

Source control for Fabric items with Git-based version management.

Git Integration

Deployment Pipelines

Promote Fabric items across dev, test, and production environments.

Deployment Pipelines

Spark Environments & Jobs

Configure Spark environments, libraries, and job definitions for notebook workloads.

Spark Environments

Dataflow Gen2

Low-code/no-code data transformation with Power Query Online.

Dataflow Gen2

Workspace Monitoring

Monitor workspace activity, capacity usage, and item performance.

Workspace Monitoring

Paginated Reports

Pixel-perfect, print-ready reports for operational and regulatory needs.

Paginated Reports

Scorecards & Metrics

Track KPIs and business metrics with goal-oriented scorecards.

Scorecards & Metrics

Composite Models

Combine DirectQuery and import tables in a single semantic model.

Composite Models

Cross-Database Queries

Query across Lakehouse, Warehouse, and SQL Database in a single T-SQL statement.

Cross-Database Queries

REST APIs

Programmatic access to Fabric resources via REST APIs for automation.

REST APIs

VNet Data Gateway

Securely connect to on-premises and VNet-isolated data sources.

VNet Data Gateway

Workspace IP Firewall

Restrict workspace access to approved IP ranges for network security.

IP Firewall