FABCON and SQLCON 2026 have just wrapped up in Atlanta, marking a defining moment for Microsoft Fabric and how the platform continues to evolve.
With nearly 8,000 attendees and close to 300 sessions, the keynote brought a strong set of updates that reflect how quickly Fabric is maturing into a unified, AI-ready data platform.
What stood out was not just the scale of these updates, but the clear focus behind them.
From the introduction of the Database Hub to advancements in Fabric IQ (Preview) and the growing role of AI-driven agents, Fabric is steadily moving beyond data integration toward systems that can support real-time, intelligent action.
Alongside these major announcements, Kanerika also made a strong impression at the event.
Our Fabric solutions – Azure to Fabric migration accelerator and Karl, data insights AI agent , reaching general availability marked an important milestone, while being featured in the Fabric Certification Spotlight reflected the depth of our expertise.
In this article, we’ll unpack all the major announcements and updates from the prestigious event.
Key Takeaways FABCON and SQLCON 2026 delivered Microsoft Fabric’s biggest announcement lineup yet Fabric now serves 31,000+ customers and is moving toward autonomous, AI-driven enterprise intelligence Major releases: Database Hub, Fabric IQ (Public Preview), MCP-powered agents (GA), OneLake interop, and Power BI translytical flows New savings plan cuts database service costs by up to 35% Kanerika earned a Fabric Certification Spotlight and had FLIP and Karl reach general availability at the event The FABCON 2026 Roadmap Foundation: Unifying the data estate through the Database Hub and OneLake Context: Adding semantic understanding via Fabric IQ ontologies Execution: Empowering agents to act via MCP Physical World: Extending into real-world operations through NVIDIA Omniverse and digital twins
The goal, as Microsoft has framed it, is for organizations to shift from managing data to curating the intelligence that drives their business . That is a meaningful architectural change, and it has direct implications for how enterprises plan their Fabric strategy.
From “Connecting Data” to “Running the Business” If there is one theme that ran through every major FabCon 2026 announcement, it is this: Fabric is no longer trying to be just a data lake or an analytics platform.
The vision being built is a system that can sense what is happening across an organization’s entire data estate, understand what it means, simulate what could happen, and act accordingly. That shift changes how enterprises think about platform strategy, architecture, and implementation.
Here is a breakdown of the key announcements and what each one means in practice.
Having two of our Fabric workloads reach general availability and being recognised at the Certification Spotlight at FabCon 2026 is a reflection of the work our team has put in. It validates where we are headed as a Fabric-first partner.
– Bhupendra Chopra, Co-founder and CRO, Kanerika
Microsoft Fabric and Power BI: Growth and Market Dominance Metric Numbers What It Reflects Fabric Customers 31,000+ Fastest-growing data platform in Microsoft’s history Monthly Orchestration Runs 23 billion+ Scale of Fabric Data Factory usage Cost Savings (Savings Plan) Up to 35% Compared to pay-as-you-go for database services F-SKU Reservation Savings Up to 41% Compared to monthly pay-as-you-go capacity pricing F64 Threshold Key licensing milestone At or above F64, Power BI content sharing requires no individual Pro licenses
Accelerate Your Data Transformation with Microsoft Fabric! Partner with Kanerika for Expert Fabric implementation Services
Book a Meeting
Key Announcements from FABCON 2026 1. The Database Hub: One Place to Manage Your Entire Data Estate Managing databases across transactional systems, cloud PaaS, and on-premises has historically meant separate tools, separate teams, and fragmented governance. The Database Hub, now in early access, changes that by bringing all of it into a single management interface within Fabric.
It overlays a unified governance and observability layer on top of existing infrastructure, with no changes required to how individual services are deployed.
Broad engine coverage: Supports Azure SQL, Cosmos DB, PostgreSQL, MySQL, Arc-enabled SQL Server, and Fabric-native databases Human-in-the-loop management: Intelligent agents surface anomalies, explain performance shifts, and guide remediation steps Complemented by SQL database in Fabric (GA): A fully autonomous database with built-in OneLake mirroring, native vector search, and a SQL Migration Assistant in preview for legacy modernization
Database Service Integration Method Key Capability Azure SQL Database Native Fabric Link Unified observation and performance tuning Azure Cosmos DB Mirroring with Private Link Real-time analytics for NoSQL workloads Azure Database for PostgreSQL Native Integration Centralized governance and cross-engine lineage Azure Database for MySQL Native Integration Shared semantic understanding via Fabric IQ SQL Server (Azure Arc-enabled) Azure Arc Gateway Cloud-based management for on-premises workloads Fabric Databases SaaS-native Autonomous scaling and deep OneLake integration
2. Fabric IQ (Preview): Giving AI Agents the Context to Actually Reason Raw data does not mean much to an AI agent on its own. For agents to reason well across an enterprise , they need business context baked into the data layer itself. Fabric IQ is a governed semantic layer that does exactly that, creating a live model of a business including its entities, relationships, rules, and actions.
It supports ontologies, complex networks of business relationships that let agents reason across heterogeneous sources including AWS, Google Cloud , Snowflake, and Databricks within a single chain of reasoning.
Three-layer intelligence framework: Work IQ covers Microsoft 365 communications, Fabric IQ (Preview) handles live operational data, and Foundry IQ centralises curated institutional knowledge Cross-platform reasoning: An agent querying supply chain disruptions can connect Oracle shipment data, Snowflake inventory, and Fabric SQL customer scores in one pass Planning in Fabric IQ (new): Brings budgeting, forecasting, and scenario modeling on top of semantic models so users can move from “what happened” to “what should happen” 3. Agentic AI and MCP: Agents That Do More Than Answer Questions The FabCon 2026 conversation around AI was not about chatbots. It was about agentic systems that interact with tools, reason over live data, and take autonomous action within governed boundaries. Fabric data agents are now generally available, operating as virtual analysts tailored to specific domain data.
The key enabler is the Model Context Protocol (MCP), an open standard that connects an AI model’s reasoning to the tools and APIs in a data estate.
Fabric Local MCP (GA): Lets AI coding assistants like GitHub Copilot connect directly to Fabric, managing permissions and workspaces within existing RBAC boundaries Fabric Remote MCP (Public Preview): A cloud-hosted execution environment for authenticated agent actions in Fabric, without local server infrastructure Operations Agents and Physical AI: Microsoft introduced agents that act on real-world signals in factories, logistics hubs, and airports, backed by a new NVIDIA Omniverse integration for 3D digital twin simulation
4. OneLake: Broader Interoperability, Tighter Security OneLake continues to function as the logical data foundation for Fabric. FabCon 2026 updates focused on eliminating data duplication across cloud environments and strengthening governance at the access layer.
The direction is clear: OneLake is being built to work with whatever is in your estate, not just what lives natively in Fabric.
Databricks Unity Catalog (Public Preview): Azure Databricks can natively read from OneLake with zero duplication; bidirectional write is in joint development Snowflake Iceberg Interop (GA): Joint customers can bidirectionally read Iceberg-formatted data across Snowflake and Fabric with no egress costs OneLake Security (upcoming GA): A unified security model with row-level and column-level controls that follow the data across every Fabric engine, plus DLP policy expansion to warehouses, KQL databases, and SQL databases 5. Fabric Data Factory and Runtime 2.0: Built for Scale Fabric Data Factory already powers over 23 billion orchestration runs every month. FabCon 2026 announcements focused on closing the migration gap for ADF customers and giving engineers a stronger runtime foundation.
The addition of Fabric Runtime 2.0 in preview brings a meaningful upgrade to the underlying compute layer for data engineering workloads.
Mapping Data Flows (arriving June 2026): ADF customers will be able to run existing data flows natively in Fabric, with a low-code path for simple pipelines and pro-code for complex orchestration Runtime 2.0 highlights: Apache Spark 4.0, Python 3.12, Delta Lake 4.0, and Azure Linux 3.0 as the base OS, with VS Code integration for editing notebooks directly in the workspace Advanced orchestration additions: SSIS Pipeline Activity for legacy package support, Lakehouse Maintenance Activities for automated Delta Lake management, and Airflow REST APIs for CI/CD integration 6. Power BI: Reports That Can Now Take Action Power BI is expanding beyond visualization into what Microsoft calls translytical applications, workloads that combine analytical insights with transactional actions in the same interface. Users no longer need to leave a report to act on what they see.
This shift positions Power BI as a decision surface, not just a reporting layer.
Translytical Task Flows (GA): Users can write data back, trigger approval workflows in Teams, or call Azure OpenAI for AI-generated summaries directly from within a report Direct Lake on OneLake (GA): Now available for all semantic models, it delivers Import-level performance with the freshness of DirectQuery by loading data directly from OneLake Delta tables DAX User-Defined Functions (Preview): Authors can define a DAX function once and reuse it across the model, reducing errors and simplifying maintenance in large semantic models
The capabilities Microsoft announced at FabCon 2026 are a significant leap forward. Having a 100+ certified Fabric team means we can put these features to work for our clients from day one and deliver outcomes that actually move the needle.
– Amit Chandak, CAO and Microsoft MVP, Kanerika
Kanerika: Your Go-To Partner for Microsoft Fabric Implementation and Migration Kanerika has been deeply invested in Microsoft Fabric since the platform’s early days, accumulating real implementation experience across enterprise environments. That track record, backed by several successful Fabric engagements, is what earned us the Microsoft Fabric Featured Partner recognition. At FABCON 2026, that expertise showed up in the form of a Certification Spotlight, two Fabric workloads reaching general availability, and a team of 100+ certified Fabric engineers behind every engagement.
The Azure to Fabric Migration Accelerator Powered by FLIP One of the most common friction points for enterprises adopting Fabric is the migration itself. Moving from Azure Data Factory , Azure Synapse, or other data environments into Fabric involves compatibility assessment, pipeline re-engineering, schema migration, and governance alignment.
Our Azure to Fabric Migration Accelerator, powered by FLIP, is built to cut through that. It automates the assessment and migration process, reducing manual effort and compressing timelines significantly.
Karl: The Data Insights AI Agent The other workload that reached general availability at FABCON 2026 is Karl, our AI-powered data insights agent. Karl allows business users to query their Fabric data estate using natural language, surface insights without writing code.
Karl is not a proof of concept. It is a production-ready solution that businesses can deploy within their Fabric environment today.
Kanerika at the Fabric Certification Spotlight A Fabric investment only delivers value if it is implemented well. Being featured in the Fabric Certification Spotlight at FABCON and SQLCON 2026 reflects what we bring to every engagement. It show our certified expertise, proven delivery, and the depth to handle complex enterprise environments.
With 100+ Microsoft Fabric-certified engineers across our global team, we deliver:
Faster, more efficient implementations and migrations Scalable data architectures designed to grow with your business Microsoft-Recognized Fabric Implementation Success Story Southern States Material Handling (SSMH)’s Shift from Siloed Systems to Real-Time Operational Intelligence with Microsoft Fabric
SSMH’s data lived across disconnected systems, making consistent reporting close to impossible. We consolidated everything into a unified Data Lakehouse on Microsoft Fabric. This gives their teams reliable, real-time operational intelligence for the first time.
If your organization is evaluating Microsoft Fabric adoption or looking to accelerate an existing migration, talk to Kanerika’s team.
Transform Your Data Analytics with Microsoft Fabric! Partner with Kanerika for Expert Fabric implementation Services
Book a Meeting
Frequently Asked Questions What were the biggest announcements at FabCon 2026? FabCon 2026 delivered major announcements including the Microsoft Fabric Database Hub, Fabric IQ for AI agents, Model Context Protocol integration, and revamped pricing tiers offering significant cost savings. Microsoft unveiled enhanced real-time analytics capabilities and expanded Copilot integrations across all Fabric workloads. The conference also introduced certified workload partnerships and autonomous data agent frameworks that transform enterprise analytics. These updates position Microsoft Fabric as the leading unified data platform for AI-ready organizations. Kanerika attended FabCon 2026 firsthand—connect with our team to understand which announcements impact your data strategy.
What is the Microsoft Fabric Database Hub and how does it work? The Microsoft Fabric Database Hub is a centralized interface announced at FabCon 2026 that unifies database management across your entire Fabric environment. It enables users to discover, connect, and govern multiple database types from a single pane, including SQL databases, mirrored databases, and external sources. The hub simplifies data access by providing consistent connection strings, unified security policies, and streamlined metadata management. This reduces complexity for data engineers managing hybrid database estates within Microsoft Fabric. Kanerika helps enterprises configure and optimize Database Hub deployments—schedule a consultation to streamline your data architecture.
What is Fabric IQ and why does it matter for AI agents? Fabric IQ is Microsoft’s intelligence layer introduced at FabCon 2026 that enables AI agents to understand, reason over, and act on enterprise data within Microsoft Fabric. It provides semantic understanding of your data estate, allowing autonomous agents to execute complex analytical tasks without manual intervention. Fabric IQ matters because it bridges the gap between raw data and actionable intelligence, enabling agentic AI workflows that automate decision-making at scale. This represents a fundamental shift toward self-service AI analytics in enterprise environments. Kanerika’s agentic AI specialists can help you deploy Fabric IQ-powered agents—reach out to explore use cases.
What is the Model Context Protocol (MCP) in Microsoft Fabric? The Model Context Protocol in Microsoft Fabric is an open standard announced at FabCon 2026 that enables AI models and agents to securely access enterprise data with proper context. MCP standardizes how large language models interact with Fabric’s data sources, ensuring AI systems receive accurate metadata, lineage information, and governance controls alongside raw data. This protocol prevents hallucinations by grounding AI responses in verified enterprise data. MCP support positions Microsoft Fabric as the foundation for trustworthy enterprise AI deployments. Kanerika implements MCP-compliant AI solutions on Fabric—contact us to build AI agents you can trust.
How much can organisations save with Microsoft Fabric's new pricing plans? Microsoft Fabric’s new pricing plans announced at FabCon 2026 can deliver 30-50% cost reductions for organizations consolidating fragmented analytics infrastructure. The tiered pricing model offers flexible capacity reservations, pay-as-you-go options, and bundled workload packages that eliminate redundant licensing across separate data warehousing, ETL, and BI tools. Organizations migrating from legacy platforms like Informatica, Cognos, or Tableau see immediate savings through unified billing and reduced operational overhead. Actual savings depend on current tool sprawl and data volumes. Kanerika’s Migration ROI Calculator provides precise savings estimates—request your personalized cost analysis today.
What is the difference between Fabric data agents and traditional BI tools? Fabric data agents are autonomous AI-powered systems that proactively analyze data, generate insights, and execute actions without manual queries, whereas traditional BI tools require users to build dashboards and manually interpret results. Data agents in Microsoft Fabric leverage natural language interfaces, continuously monitor data for anomalies, and trigger automated workflows based on findings. Traditional BI tools remain reactive, requiring technical expertise to extract value. Fabric data agents democratize analytics by enabling business users to conversationally interact with enterprise data. Kanerika deploys production-ready Fabric data agents tailored to your workflows—let’s discuss your automation goals.
What does it mean for a solution to be a certified Microsoft Fabric workload? A certified Microsoft Fabric workload means the solution has passed rigorous technical validation confirming seamless integration, security compliance, and performance optimization within the Fabric ecosystem. Certified workloads appear in the Fabric marketplace and operate natively within OneLake, honoring unified governance policies and sharing compute resources. This certification ensures enterprises can extend Fabric capabilities through trusted third-party tools without compromising data security or platform stability. FabCon 2026 expanded the certified workload program significantly. Kanerika partners with certified Fabric solutions to build comprehensive analytics environments—explore our integration expertise.
How does Kanerika help enterprises migrate to Microsoft Fabric? Kanerika accelerates Microsoft Fabric migrations through proven migration accelerators that automate code conversion, schema mapping, and data validation across legacy platforms. Our specialists execute migrations from Informatica, Cognos, Tableau, Alteryx, and SQL Server to Fabric with zero data loss and minimal downtime. We assess your current environment, design optimized Fabric architectures, and implement governance frameworks that ensure compliance from day one. Post-migration, we optimize workloads for performance and cost efficiency. Kanerika has delivered Fabric migrations for enterprises across banking, manufacturing, and healthcare—request a free migration assessment to start your journey.
What is the FabCon Conference? FabCon is Microsoft’s premier annual conference dedicated entirely to Microsoft Fabric, bringing together data professionals, engineers, architects, and business leaders to explore the unified analytics platform. The conference features keynotes from Microsoft leadership, deep-dive technical sessions, hands-on workshops, and networking opportunities with the global Fabric community. FabCon showcases new product announcements, roadmap previews, and best practices from enterprises successfully deploying Fabric at scale. It serves as the definitive event for organizations planning data platform modernization. Kanerika attends FabCon annually to stay ahead of Fabric innovations—partner with us to apply these insights to your organization.
What is the purpose of FabCon? FabCon exists to educate, inspire, and connect the Microsoft Fabric community around unified data analytics and AI-driven insights. The conference provides a platform for Microsoft to announce product innovations, gather customer feedback, and demonstrate enterprise use cases. Attendees gain practical knowledge through technical workshops, architecture deep-dives, and real-world implementation stories. FabCon also fosters partnerships between technology vendors, consultants, and enterprises adopting Fabric. For organizations evaluating data platform modernization, FabCon delivers actionable intelligence to inform strategic decisions. Kanerika translates FabCon announcements into implementation roadmaps—connect with us to turn insights into outcomes.
Who should attend a Fabric conference? Data engineers, analytics leaders, enterprise architects, and IT decision-makers should attend Fabric conferences to understand platform capabilities and roadmap direction. Business intelligence professionals benefit from Power BI integration sessions, while data governance teams learn about Purview and compliance features. Executives evaluating data platform investments gain ROI insights from enterprise case studies. Developers exploring AI and Copilot integrations find hands-on workshops invaluable. Essentially, anyone responsible for enterprise data strategy will find relevant content at FabCon. Kanerika can brief your team on FabCon takeaways customized to your industry—schedule a knowledge transfer session.
Does Microsoft Fabric use AI? Microsoft Fabric deeply integrates AI across its entire platform, from Copilot assistants in every workload to Fabric IQ powering autonomous data agents. AI capabilities include natural language querying, automated data profiling, intelligent code suggestions, anomaly detection, and predictive analytics. FabCon 2026 expanded AI features with Model Context Protocol support, enabling large language models to securely access enterprise data. Fabric’s AI integration transforms passive data warehouses into active intelligence systems that surface insights proactively. Kanerika implements AI-powered Fabric solutions that deliver measurable business value—explore how our AI expertise accelerates your analytics transformation.
Is Microsoft Fabric in demand? Microsoft Fabric demand is surging as enterprises consolidate fragmented analytics infrastructure onto a unified platform. Adoption accelerated following FabCon 2026 announcements, with organizations seeking to reduce licensing costs, simplify governance, and enable AI-ready data environments. Fabric’s native integration with Azure, Power BI, and Microsoft 365 drives demand among existing Microsoft customers. Gartner and Forrester recognize Fabric as a leading analytics platform, further validating enterprise interest. The talent market reflects this demand, with Fabric skills commanding premium rates. Kanerika helps organizations capitalize on Fabric momentum—partner with us to future-proof your data strategy.
Where is FabCon 2026? FabCon 2026 takes place in Las Vegas, Nevada, continuing Microsoft’s tradition of hosting the Fabric community conference at major convention centers with capacity for thousands of attendees. The venue provides extensive space for keynote sessions, breakout tracks, hands-on labs, partner expo halls, and networking events. Virtual attendance options extend reach to global participants unable to travel. Las Vegas offers convenient transportation and accommodation options for enterprise delegations. The location enables immersive multi-day experiences combining technical learning with community building. Kanerika’s team attended FabCon 2026 in person—contact us for firsthand insights from the conference floor.
