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Microsoft Fabric Updates Blog

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Billing updates: new operations for Fabric AI functions and AI services

We’re introducing billing reporting updates that make it easier to track AI-related usage in Microsoft Fabric. New AI Functions operation Until now, Fabric AI functions usage was reported under other operations, such as Spark-related operations, or Dataflows Gen2-related operations, depending on where the functions were used. To provide more transparency, Fabric AI functions will have … Continue reading “Billing updates: new operations for Fabric AI functions and AI services”

Snowflake Key-Pair Authentication (Generally Available)

  • Headshot of article author lutego 17, 2026 autor: Penny Zhou 2 054 Wyświetlenia

Coauthor: Abhishek Narain Ensuring secure connectivity to your data sources is critical for modern data estates. We have released the Key-Pair authentication for Snowflake connections Preview in October and are happy to announce it is now Generally Available (GA). This release offers an enhanced security alternative to basic authentication methods, such as username and password, … Continue reading “Snowflake Key-Pair Authentication (Generally Available)”

Enrich Power BI reports with machine learning in Microsoft Fabric

  • Headshot of article author lutego 12, 2026 autor: Ruixin Xu 12 170 Wyświetlenia

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

  • Headshot of article author lutego 10, 2026 autor: Devang Shah 6 889 Wyświetlenia

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)

  • Headshot of article author lutego 9, 2026 autor: Yael Biss 5 102 Wyświetlenia

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)”