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Microsoft Fabric Updates Blog

  1. Updates
  2. Ai

Introducing MCP Support for Real-Time Intelligence (RTI) 

Co-author: Alexei Robsky, Data Scientist Manager Overview  As organizations increasingly rely on real-time data to drive decisions, the need for intelligent, responsive systems has never been greater. At the heart of this transformation is Fabric Real-Time Intelligence (RTI), a platform that empowers users to act on data as it arrives. Today, we’re excited to announce … Continue reading “Introducing MCP Support for Real-Time Intelligence (RTI) “

Privacy by Design: PII Detection and Anonymization with PySpark on Microsoft Fabric

  • Headshot of article author June 12, 2025 by RK Iyer 12,246 Views

Introduction Whether you’re building analytics pipelines or conversational AI systems, the risk of exposing sensitive data is real. AI models trained on unfiltered datasets can inadvertently memorize and regurgitate PII, leading to compliance violations and reputational damage. This blog explores how to build scalable, secure, and compliant data workflows using PySpark, Microsoft Presidio, and Faker—covering … Continue reading “Privacy by Design: PII Detection and Anonymization with PySpark on Microsoft Fabric”

Introducing upgrades to AI functions for better performance—and lower costs

Earlier this year, we released AI functions in public preview, allowing Fabric customers to apply LLM-powered transformations to OneLake data simply and seamlessly, in a single line of code. Since then, we’ve continued iterating on AI functions in response to your feedback. Let’s explore the latest updates, which make AI functions more powerful, more cost-effective, … Continue reading “Introducing upgrades to AI functions for better performance—and lower costs”

That’s a wrap for Build 2025!

Microsoft Build 2025 delivered a powerful vision for the future of data and AI, with Microsoft Fabric and Power BI at the heart of the story. From AI-powered productivity with Copilot to deep integration with Cosmos DB, this year’s announcements reinforced Microsoft’s commitment to unifying the data experience across roles, tools, and industries. Fabric: The … Continue reading “That’s a wrap for Build 2025!”