Agentic apps are moving quickly from prototypes to real workloads. But once you go beyond a proof of concept (POC), the hard part isn’t getting an agent to respond; it’s knowing what the agent did, whether it was safe and correct, and how it’s impacting the business. Let’s explore what it takes to operationalize agentic … Continue reading “Operationalizing Agentic Applications with Microsoft Fabric”
Most enterprise data lives in free text – tickets, contracts, feedback, clinical notes, and more. It holds critical information but doesn’t fit into the structured tables that pipelines expect. Traditionally, extracting structure meant rule-based parsers that break with every format to change, or custom NLP models that take weeks to build. LLMs opened new possibilities, … Continue reading “ExtractLabel: Schema-driven unstructured data extraction with Fabric AI Functions”
We’re announcing an update to the permissions required to interact with semantic models in Fabric data agents. Today: As a creator, you must have access to the workspace where the semantic model lives and Build permission on the semantic model to add semantic model to a data agent. As a consumer, you need Read access … Continue reading “Update to required permissions for Semantic Models in Fabric Data Agents”
Welcome to the February 2026 Microsoft Fabric update! This month brings a wide range of enhancements across the Fabric platform—from improvements to the OneLake Catalog and developer experiences, to meaningful updates in Data Engineering, Data Factory, Real‑Time Intelligence, and more. Whether you’re building, operating, or scaling solutions in Fabric, there’s plenty here to explore. And … Continue reading “Fabric February 2026 Feature Summary”
Why process database changes in real-time Modern applications don’t just store data—they react to it. Orders are placed, inventory levels change, prices are updated. Each of these changes can be a signal that something needs to happen now: update a dashboard, trigger a workflow, or feed an operational application. That is why many organizations are … Continue reading “Processing CDC streams using Fabric Eventstreams SQL”
