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Microsoft Fabric Updates Blog

  1. Updates
  2. Ruixin Xu

Enrich Power BI reports with machine learning in Microsoft Fabric

  • Headshot of article author February 12, 2026 by Ruixin Xu 9,956 Views

Many organizations want to go beyond descriptive Power BI reports and start answering forward‑looking questions with machine learning—identifying emerging trends, at-risk accounts, and where to focus effort to maximize impact. In practice, this is hard. Adding machine learning to Power BI often means moving data out of semantic models, rebuilding logic, managing separate storage and … Continue reading “Enrich Power BI reports with machine learning in Microsoft Fabric”

Supercharge AI, BI, and data engineering with Semantic Link (Generally Available)

  • Headshot of article author February 10, 2026 by Ruixin Xu 17,445 Views

Great technology does not succeed on design alone—it succeeds when it helps people solve real problems. Semantic Link is one of those transformative capabilities in Microsoft Fabric: it brings AI, BI, and data engineering together through a shared semantic layer, enabling teams to work faster and more intelligently on the data they already trust. From … Continue reading “Supercharge AI, BI, and data engineering with Semantic Link (Generally Available)”

Service Principal Support in Semantic Link: Enabling Scalable, Secure Automation

Microsoft Fabric continues to evolve as a unified platform for data professionals, and the latest update to Semantic Link introduces Service Principal support—a key enhancement for teams looking to automate and scale their data workflows securely.  Semantic Link enables seamless integration between notebooks and semantic models, allowing users to query and analyze data directly from … Continue reading “Service Principal Support in Semantic Link: Enabling Scalable, Secure Automation”

Important billing updates coming to Copilot and AI in Fabric 

  • Headshot of article author October 2, 2024 by Ruixin Xu 129,637 Views

Coauthor: Misha Desai We’re always exploring new ways to help you more easily unlock the full potential of your data. Today, we are excited to announce upcoming pricing and billing updates to make Copilot and AI features in Fabric more accessible and cost-effective. Introducing the “Copilot and AI” billing meter As we continue to expand … Continue reading “Important billing updates coming to Copilot and AI in Fabric “

Semantic Link Updates June 2024 

We are excited to announce new and exciting updates to Semantic Link over the last a few months:  Semantic Link is preinstalled in the default runtime  At the Fabric Conference in March 2024, we announced that Semantic Link was generally available. We have now included Semantic Link in the default runtime by default. If you … Continue reading “Semantic Link Updates June 2024 “