Wednesday 12:40 PM - 1:00 PM · Expo Solution Theater

How to build a 360-degree view of customers, suppliers, or contacts across OneLake

Learn how to create a 360-degree, contextual view across all your OneLake data in Microsoft Fabric. See how to perform high-quality data matching using Entity Resolution techniques across different entity types, eg. people, businesses and locations. Accurately link data across sources and enrich incomplete data. Break down silos and get your data ready for AI, powering better and faster decisions.

Wednesday 1:10 PM - 1:30 PM · Expo Insight Theater

Automate Decision Workflows in Microsoft Fabric

Organizations must act on data fast—but speed without governance creates risk. SAS® Decision Builder on Microsoft Fabric automates governed decision workflows, uniting business rules, analytics, Python, ML, and compliance in one Fabric-native experience. Deliver AI-powered insights and actions with enterprise-grade transparency and control.

Wednesday 1:45 PM - 2:45 PM · B308-B309

CORENOTE: The Future of AI in Microsoft Fabric: Data Agents and Beyond

This session will cover how Fabric brings AI to your data using interoperable Data Agents that work across the AI ecosystem to unlock deeper insights. You’ll also learn how AI-powered data engineering and data science capabilities help teams create intelligent, enterprise-ready solutions.

Wednesday 1:45 PM - 2:45 PM · B405-B406a

Transition from Data Analyst to Data Engineer: Upgrading Skills from DataFlows Gen2 to Notebooks

The session shows an analyst how to use notebooks to perform the same actions as Dataflow Gen2. Looking at 4 areas: source, transformation, cleansing, and destination, examples include append/merge query to dataframe joins, text replace functionality, split and concatenate columns, as well as pivot/unpivot, data type changes, and removing duplicates. We will finish off with engine optimizations.

Wednesday 1:45 PM - 2:45 PM · TMB 4

Build data-driven agents with Microsoft OneLake and Microsoft Foundry

Join us for a strategic look at how OneLake and Foundry enable you to build AI apps that retrieve enterprise knowledge at scale. We'll show you how to unify all your data—across clouds and on-premises—into a single data lake and then highlight patterns for building agentic workflows that plan, reason, and iterate across this governed data, moving beyond RAG to orchestrate intelligent task flows.

Wednesday 1:45 PM - 2:45 PM · C101

Touch your data with Real Time Intelligence

Event driven data architectures are an easy way to drive quick insights and value. Enter real time intelligence within Fabric. This session will allow you to have a tangible experience by manipulating data within the room. Leveraging devices, you will learn how to build your own physical proof of concept that will help you get buy in from your organization to make this part of your environment!

Wednesday 1:45 PM - 2:45 PM · C102

Mastering Fabric Data Agents: From Setup to Success

Fabric data agent has been available for a while, yet many implementations fall short of expectations. Without the right design, the agent may struggle to align with business context, produce inconsistent outputs, or require heavy manual intervention.

In this session, learn how to design smarter, more reliable agents by fine-tuning Agent Instructions, using the Data Agent SDK and training data sources.

Wednesday 1:45 PM - 2:45 PM · C302

Planning & Writeback on Top of Semantic Models

Unlock hidden ROI by turning your existing semantic layer into a full planning engine. This innovation eliminates duplicate EPM systems, unifies actuals and plans, and delivers real-time, governed insights. By activating write-back directly to Fabric, organizations cut cost, boost agility, and transform planning into a seamless extension of analytics.

Wednesday 3:05 PM - 4:05 PM · C113-C114

CORENOTE: The Fabric Data Warehouse Future-Proof Advantage

Fabric Data Warehouse has been built from the ground up in 2020s, inspired by industry state-of-the-art. In this session we unveil new features designed to make it easier to manage and get the most out of your analytics workloads with Fabric Data Warehouse.

Wednesday 3:05 PM - 4:05 PM · B308-B309

CORENOTE: Governing your data estate with Microsoft Purview Data Governance

Learn how Microsoft Purview Data Governance empowers users to democratize data with its enterprise catalog. This session will cover:

1. Key Data Governance challenges

2. How Purview simplifies Data Governance

3. New innovations within the Unified Catalog

4. End to end demo of Purview

Wednesday 3:05 PM - 4:05 PM · C302

Performance Management with Fabric: The Next Frontier of Organizational Intelligence

This session will explore how the principles behind "Performance Management IQ"—an analogy inspired by Microsoft’s new "Work IQ," "Fabric IQ," and "Foundry IQ" products—can be realized using Fabric as the central data platform for AI-ready insights. Finance, operations, and HR data become harmonized in Fabric to enable powerful performance management insights for analytics, data science, and AI.

Wednesday 4:25 PM - 5:25 PM · C101

Bulletproof Your Dataflows: Error Handling and Data Quality in Fabric

Modern data solutions depend on reliable pipelines, yet error handling and data quality checks are often overlooked until failures occur in production. This session dives deep into building resilient Dataflows Gen2 solutions leveraging try/otherwise, structured error outputs, custom error messages, and partial failure patterns, centralizing error logs in dedicated tables for downstream monitoring.

Thursday 8:00 AM - 9:00 AM · B308-B309

From Simple Maps to Advanced Spatial Analytics in Power BI

Explore the full spectrum of Location Intelligence in Power BI, from simple map coloring to advanced spatial analytics. Learn the core concepts behind mapping; how to choose the right geographies and map them with BI data; how to analyze data through proximity and travel times; and how to manage dynamic territories. Session will include native Power BI mapping capabilities as well as custom visuals.

Thursday 8:00 AM - 9:00 AM · B406b-B407

Elevate SQL development with VS Code, GitHub Copilot and Microsoft SQL drivers

This demo-heavy session highlights the MSSQL extension for Visual Studio Code, now more robust with new AI-driven features to streamline SQL development. With GitHub Copilot, you can move faster from schema to code, generate data, explore relationships, and keep your app in sync. What’s new in connectivity for Python and other languages, enabling faster, more secure cross-platform development.

Thursday 10:10 AM - 11:10 AM · B401-B402

Open interoperability: integrating Azure Databricks and OneLake

Discover how Microsoft and Databricks are advancing open lakehouse architecture with interoperability between Azure Databricks and OneLake. Learn how shared data access, seamless integration, and new capabilities like mirroring, native reading, and future write support empower organizations to accelerate analytics, AI, and innovation without data duplication.

Thursday 10:10 AM - 11:10 AM · B312-B313a

Delta Lake in Fabric: Internals, Innovations, and What’s New in Delta 4.0

From Delta 4.0 to Microsoft’s latest runtime innovations, dive into how Delta features really work. Learn Liquid Clustering and when to use it, why file size matters and how to put table tuning on autopilot, how to compact tables dramatically faster, and much more. Leave a time-traveling Delta Lake wizard ready to build fast, flexible, and scalable tables that deliver high-performance at any scale

Thursday 10:10 AM - 11:10 AM · TMB 4

Building and Deploying Smarter Data Agents in Microsoft Fabric

Learn how to build and deploy smarter data agents in Fabric. We’ll show how to add richer context, connect new data sources, and use the latest intelligent capabilities. You’ll also see how to enable your agent in MCP, Teams, M365, Foundry, and more—making insights available to users wherever they work.

Thursday 10:10 AM - 11:10 AM · C211-C213

Trusted Analytics: Data Quality in Microsoft Fabric & Purview

Unlock next-level data quality with the combined power of Microsoft Purview and Fabric. Discover how Fabric’s built-in governance creates truly trusted data assets, while Purview’s profiling, rules, scoring, and alerts deliver end-to-end visibility across lakehouses, warehouses, and semantic models. Leave with practical steps to confidently govern, monitor, and elevate your data quality.

Thursday 11:30 AM - 12:30 PM · C111-C112

New in modern Developer Experiences in SQL

Discover the most developer-focused SQL Server release in a decade! Explore new capabilities like JSON and Vector data types, advanced functions and indexing, Change Event Streams, improvement to query optimizer, plus powerful string functions like regular expression and string similarity search. Better integrate compute with data for improved efficiency and scalability of your solutions.

Thursday 11:30 AM - 12:30 PM · B405-B406a

Azure SQL Database vs. SQL Database in Fabric: Key Differences for Developers and DBAs

Curious about the differences between Azure SQL Database and SQL database in Fabric? This session is perfect for developers and DBAs looking to understand the core architecture differences of these two platforms. Whether you’re optimizing an existing solution or planning your next project, this session will help you make informed decisions & maximize the value of these services.

Thursday 11:30 AM - 12:30 PM · C105-C106

Microsoft Fabric AI: Copilots, Data Agents & Real‑World Extensions

Build RAG patterns in minutes. We’ll show data agents, prompts, complex queries, and connecting to Microsoft Fabric data. Explore Copilots across services—what they are, how they differ—extend data agents from Fabric to Copilot Studio, to Microsoft Teams, M365 Copilot, Microsoft Foundry, and the Python SDK. After we build this out, let's test Row Level and Column level security in our agents!

Thursday 11:30 AM - 12:30 PM · C101

Busy is a Four-Letter Word

If I ask you, "How are you?", is your default answer, "I'm so busy!"? Why do we measure our worth by how much we are doing, rather than by the value of what we do? What does this have to do with a technical conference? Join me as I share with you how I, too, was too busy for too long, but am learning how to do less, be more productive, and have bigger impact at work, the community, and at home.

Thursday 11:30 AM - 12:30 PM · C301

SAP Data Integration Made Easy: From SAP to Fabric in Real Time

In this session, we showcase our SAP Clean Core Certified integration with Microsoft Fabric, enabling seamless, real-time replication into OneLake. Discover how to simplify SAP data workflows, accelerate insights with ready-to-use pipelines, and apply proven best practices—supported by a live demo and guidance from dab experts.

Thursday 11:30 AM - 12:30 PM · B404

Getting Started with Dataflow Gen2: Simple, Practical, Real

Want to get started with Dataflow Gen2 without stress? This session explains what DFG2 is, why it matters, and how it fits into Microsoft Fabric. We’ll build a dataflow from scratch, connect multiple data sources and apply proven Power Query patterns to clean messy data, consolidate files, reuse logic with parameters, publish to a Lakehouse, and configure a simple, reliable refresh.

Thursday 1:10 PM - 1:30 PM · Expo Innovation Theater

Where Data Meets Opportunity: Drive Business Value with Location Insights

Join Esri to see how location intelligence can revolutionize your data strategy and give your organization a competitive edge. Esri's ArcGIS technology brings interactive mapping and advanced location-based analytics to Microsoft Fabric. Discover real-world success stories and learn how organizations are using location intelligence to uncover patterns, predict trends, and make smarter decisions.

Thursday 2:00 PM - 3:00 PM · C113-C114

Best Practices for Library Management with Microsoft Fabric Spark Environments

Managing Python and JAR library dependencies is key to building reliable, performant, and maintainable Spark workflows.

Learn how to ensure reproducibility through consistent dependency handling, use lightweight setups to accelerate development and testing, enable inline installs for ad-hoc workloads, and integrate private repositories for secure, compliant library management.

Thursday 2:00 PM - 3:00 PM · B308-B309

Unify your data estate across clouds and on-premises with Shortcuts and Mirrori

As data volumes grow, managing an organization-wide data estate is increasingly complex. This session will deep dive into the latest capabilities to unify your data in OneLake via shortcuts and mirroring. Join us to learn how to unify your data estate, streamline ingestion, and unlock new business insights using AI and analytics.

Thursday 2:00 PM - 3:00 PM · TMB 1

Migrating Analytics Applications to Fabric Analytics

Explore migration paths from Synapse and HDInsight to Microsoft Fabric Analytics. Learn best practices, customer journeys, and key considerations for optimizing analytics workloads on a unified platform. Unlock new capabilities and performance with Fabric Analytics.

Thursday 2:00 PM - 3:00 PM · C105-C106

Powering Data with AI Functions in Fabric

Explore how AI functions in Microsoft Fabric can enhance the way you work with data. In this session, we’ll share the latest updates, highlight new capabilities, and walk through practical examples that demonstrate how AI functions can enrich datasets, surface insights, and streamline workflows.

Thursday 2:00 PM - 3:00 PM · C202-C204

Govern, manage, and protect your data in Microsoft Fabric

Learn how you can govern and protect your data at every step of its journey with powerful, built-in tools in Fabric. Plus, see how Fabric integrates with other industry-leading governance and security solutions like Microsoft Purview for estate-wide and advanced capabilities.

Thursday 2:00 PM - 3:00 PM · C208-C210

Fabric IQ + Foundry IQ: Unifying data and knowledge for agentic AI

Join Microsoft experts for a strategic look at Fabric IQ and Foundry IQ—how they bring business meaning to data and unify enterprise knowledge to ground every agent. See roadmap updates across semantic modeling, multi‑source retrieval, governance, and observability that move you beyond basic RAG to trustworthy, scalable agentic workflows.

Thursday 4:15 PM - 5:15 PM · B406b-B407

Microsoft Purview Data Security protections in the Age of AI

Learn how Microsoft Purview Data Security helps you discover risks and protect data consistently across your entire estate, with a focus on your Fabric estate. This session will introduce newer innovations and cover capabilities such as Information Protection, Data Loss Prevention and Data Security Posture Management.

Thursday 4:15 PM - 5:15 PM · TMB 4

Agentic Copilot in Fabric Notebooks

Discover how agentic Copilot transforms Fabric notebooks into a proactive, context-aware assistant. Learn how it empowers users with transparent reasoning, guided troubleshooting, and adaptive workflows, boosting productivity while preserving human control.

Thursday 4:15 PM - 5:15 PM · TMB 1

Ignite Governance Insights Across Databases, Lakes, and Models

Turn data governance into a productivity boost for Azure SQL Database, Fabric SQL Database, and Fabric Data Warehouse architectures and engineering. Gain efficiency and confidence in every deployment. Learn how cataloging, classification, lineage, and quality workflows integrate with databases and pipelines to improve trust, and enable secure, compliant data for engineering teams.

Thursday 4:15 PM - 5:15 PM · C105-C106

Own Your Workflow: Build Notebooks Locally & Deploy Them to Fabric

Break free from browser IDE in Fabric Python and PySpark Notebooks! Learn to install Python and Spark, create your own local lakehouse, and develop Python and PySpark Notebooks in Visual Studio, VSCode, or whatever IDE you're used to. We'll start with a clean machine and download, install and configure everything we need. We will create a feature-rich notebook, and wrap up by deploying to Fabric.

Thursday 4:15 PM - 5:15 PM · C211-C213

DAX 201: CALCULATE, Unfolding the Swiss Army Knife of DAX Functions

This session unfolds evaluation context and the logic behind CALCULATE(). Through examples, we'll demystify how row context, filter context, and CALCULATE() work together to produce dynamic calculation results. You'll gain confidence to tackle advanced calculations and optimize measure performance.

Thursday 4:15 PM - 5:15 PM · C101

Talking about mental health - For you and for them

Looking after more than just 1's and 0's is important for us all.

Everyone experiences, or is adjacent to people who experience, challenges with mental health. In both the workplace and personal life, it can feel very difficult to talk with people about these challenges.

Thursday 4:15 PM - 5:15 PM · C102

The Agentic Data Estate - Make, Manage, Monitor

Learn how digital workers, supported by the Agent Framework and digital workforce management best practices, can run your Fabric data estate. Discovery, Observability, Continuous Optimization, Quality & Drift are just some of the key workloads that can be automated using agents.

See how you can identify and implement the digital worker roles which make the most sense for your enterprise.

Friday 8:00 AM - 9:00 AM · C102

Pairing Fabric AI Functions & Translytical Task Flows to Improve Jira Data Quality

Learn how a Fortune 500 enterprise built a solution that paired Fabric AI Functions, Power BI Translytical Task Flows, Copilot Studio, and Microsoft Teams to improve Jira data quality for over a thousand project owners and drive better project visibility for the C-suite.

Friday 10:10 AM - 11:10 AM · TMB 4

Secure Your Streaming Data: Govern Real-Time Pipelines with Confidence

Real-time data pipelines lose value when security and governance are afterthoughts. Without proper controls, streaming data becomes a liability rather than an asset. See how Real-Time Intelligence enables you to architect secure, governed, and scalable real-time data flows. Learn to implement security best practices, establish governance controls, and build pipelines your organization can trust.

Friday 10:10 AM - 11:10 AM · TMB 1

Making AI Agents Smarter with Fabric IQ and Foundry IQ

Connecting AI agents to company data across SharePoint, databases, and documents is complex. Foundry IQ + Fabric IQ provide secure, unified access through one API. Learn to connect agents to multiple sources, configure permissions, use Agent Factory for deployment, and ensure agents understand business context, not just raw data.

Friday 10:10 AM - 11:10 AM · C105-C106

Embedding Power Apps in Microsoft Fabric Power BI Reports

In this talk we’ll show you how to embed a Power App in a Power BI report in Microsoft Fabric to enable real-time editing and interactivity. See how to update data directly from reports, trigger workflows, and leverage action-oriented analytics that close the loop between insight and execution.

Friday 11:30 AM - 12:30 PM · C111-C112

SQL Performance Supercharged: Strategies for Azure SQL Performance Optimization

Discover how the Azure SQL PG Engineering team tackles complex, mission-critical performance challenges across Azure SQL DB and Managed Instance. Through real customer cases and practical demos, learn sharp diagnostic techniques, hidden optimization opportunities, and the most common pitfalls to avoid when tuning workloads pre- or post-migration.

Friday 11:30 AM - 12:30 PM · C113-C114

Mastering Fabric Data Engineering Admin and Capacity Management

Optimize Microsoft Fabric Data Engineering for production. Learn about governance controls for Notebooks, Lakehouses, and Spark Job Definitions. We'll cover administrative roles, capacity management for cost and performance, and scaling best practices.

Friday 11:30 AM - 12:30 PM · C208-C210

Smart Routing: Real-Time Transport Optimization with Fabric

Discover how Microsoft Fabric enables real-time transportation optimization. Learn to ingest GPS data with Eventstream, visualize routes on live maps, and integrate linear optimization models to minimize cost and emissions. Explore how data agents and AI Foundry can help in identifying EV-ready routes based on charging infrastructure.

Friday 2:00 PM - 3:00 PM · C208-C210

From SQL Server to Microsoft Fabric: Automating Your Migration Journey

Migrating from SQL Server or Synapse to Microsoft Fabric can be complex. In this session, discover how automation simplifies schema conversion, dependency mapping, orchestration, and documentation to reduce manual effort by up to 80%. Learn step-by-step best practices for migrating to Fabric and integrating OneLake, Data Factory, and Purview for a governed, automated future.

Friday 2:00 PM - 3:00 PM · C102

Beyond Monitoring: AI-Driven Spark Optimization in Microsoft Fabric

Join this demo by Microsoft AI and Spark experts to see how Fabric takes Spark observability to the next level! Learn how to stream Spark logs to Eventhouse using Diagnostic Emitter. See Fabric AI/ML tooling in action to detect bottlenecks, predict resource impact, and suggest code improvements to optimize performance and cost. Visualize the insights and recommendations in Real Time Dashboard.

Friday 3:15 PM - 4:15 PM · C113-C114

Automate at Scale with Event-Driven Architectures and Business Events

Disconnected systems and manual processes slow your business response time. Event-driven architectures solve this by enabling real-time responsiveness across your organization. Discover how Activator orchestrates event flows and integrates diverse sources, while Business Events provide instant visibility and trigger automated workflows. Learn to configure event-driven pipelines, set up Business Events for monitoring, and enable AI-driven decisions at scale.

Friday 3:15 PM - 4:15 PM · C202-C204

Building MLOps for Traditional ML in Microsoft Fabric

Discover how Microsoft Fabric enables a modern Machine Learning Operation for Traditional ML. Attendees will observe a practical approach to building ML pipelines using Notebooks, Lakehouses, Pipelines, Environments, and Experiments. We'll also explore custom spark pools, data manipulation tools, and machine learning libraries.