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Enrich Power BI reports with machine learning in Microsoft Fabric

  • Headshot of article author February 12, 2026 by Ruixin Xu 7,321 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”

Adaptive time series visualization at scale with Microsoft Fabric

Coauthor: Slava Trofimov How much value would you generate for your enterprise if you could enable every user to unlock actionable insights in high-volume time-series data from your operations with real time, interactive exploration? Industrial operations generate staggering amounts of time series data. A single plant can easily produce tens of billions of sensor readings … Continue reading “Adaptive time series visualization at scale with Microsoft Fabric”

Governance on autopilot: The power of default domain labels in Fabric (Generally Available)

Let’s be real: expecting every data creator in your organization to manually apply the correct sensitivity label to every new Lakehouse or Warehouse is a bit like expecting everyone to use their turn signal in a parking lot—it’s the right thing to do, but people get busy, and things get missed. Realistically, relying on every … Continue reading “Governance on autopilot: The power of default domain labels in Fabric (Generally Available)”

This is your sign to attend FabCon Atlanta—Data Warehouse Edition

If there’s one place where the entire Microsoft Fabric ecosystem shows up in full force, this is it. FabCon Atlanta is the largest gatherings of Fabric product managers, engineers, customers, decision‑makers, and hands‑on practitioners you’ll find all year! It’s the only place where you’ll get raw, unfiltered insight into how Fabric’s Data Warehouse is evolving, … Continue reading “This is your sign to attend FabCon Atlanta—Data Warehouse Edition”

Unlock Real-Time Insights from SAP with Fabric Real-Time Intelligence

Coauthors: Kevin Lam, Xu Jiang Challenge Organizations generate massive amounts of operational data, but most analytics solutions process this data hours or even days later. That delay can mean missed opportunities, slower decision-making, and less effective AI-driven solutions. Building a real-time analytics solution on SAP data isn’t easy. Traditional approaches rely on custom or third-party … Continue reading “Unlock Real-Time Insights from SAP with Fabric Real-Time Intelligence”