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Microsoft Tools for Making Data AI-Ready

James Serra's Blog Posted on September 24, 2026 by James SerraSeptember 24, 2026

Making Data AI-Ready, Part 2 (This is the second article in a three-part series on making data AI-ready. Part 1 covered the fundamentals of AI-ready data, this article looks at the Microsoft tools that support it, and Part 3 explains … Continue reading →

Posted in Azure Purview, Microsoft Fabric, SQLServerPedia Syndication | 1 Reply

What Does It Mean to Make Data AI-Ready?

James Serra's Blog Posted on September 17, 2026 by James SerraSeptember 16, 2026

Making Data AI-Ready, Part 1 (This is the first article in a three-part series on making data AI-ready. Part 1 explains what AI-ready data actually means, Part 2 looks at the Microsoft tools that help you get there, and Part … Continue reading →

Posted in SQLServerPedia Syndication | Leave a reply

Microsoft Fabric Data Agents: Bringing Structured and Unstructured Data Together

James Serra's Blog Posted on September 3, 2026 by James SerraSeptember 3, 2026

Most enterprise questions do not live neatly in one place. The numbers may be in a warehouse, the rules may be buried in PDF files, and the explanation may sit in a support document that only three people know exists. … Continue reading →

Posted in SQLServerPedia Syndication | Leave a reply

When Your Microsoft Fabric Capacity Runs Out: Optimize, Scale Up, Scale Out, or Isolate?

James Serra's Blog Posted on August 20, 2026 by James SerraAugust 19, 2026

Microsoft Fabric makes it wonderfully easy to put many analytics workloads on one platform. Power BI, data engineering, warehousing, data science, real-time analytics, Copilot, and other experiences can all share the same Fabric capacity. That is a big advantage, but … Continue reading →

Posted in Microsoft Fabric, SQLServerPedia Syndication | 2 Replies

Microsoft Fabric OneLake Shortcuts: When to Use Them and When Not To

James Serra's Blog Posted on August 6, 2026 by James SerraAugust 6, 2026

An architecture scenario Imagine separate Sales, Finance, Shared Data, and Executive Analytics workspaces. Sales owns sales transactions, Finance owns budgets, and Shared Data owns common tables such as Customer, Product, and Date. Executive Analytics needs selected data from all three, … Continue reading →

Posted in Microsoft Fabric, SQLServerPedia Syndication | 1 Reply

Power BI Performance in 2026: A Practical Guide to Faster Semantic Models and Reports

James Serra's Blog Posted on July 23, 2026 by James SerraJuly 21, 2026

Originally published April 2022; substantially updated July 2026. This post is a complete replacement for and update to my April 2022 post, Power BI Performance Features. That post focused on several performance features that were new or in preview at … Continue reading →

Posted in Microsoft Fabric, Power BI, SQLServerPedia Syndication | 2 Replies

Microsoft Copilot: What Each Copilot Does and Where It Fits

James Serra's Blog Posted on July 16, 2026 by James SerraJuly 15, 2026

It can feel as if Microsoft has put the Copilot name everywhere, and that is not far from the truth. The important thing to understand is that Microsoft Copilot is not one identical AI assistant copied into every product. It … Continue reading →

Posted in Microsoft Fabric, SQLServerPedia Syndication | 1 Reply

Understanding Microsoft Fabric OneLake Security

James Serra's Blog Posted on July 6, 2026 by James SerraJuly 3, 2026

The idea behind Fabric OneLake Security (which GA’d on April 2026) is to centralize data access controls at the data layer, rather than configuring security separately for every Fabric experience. You define security once, close to the data in OneLake, … Continue reading →

Posted in SQLServerPedia Syndication | 2 Replies

Microsoft Build 2026 announcements

James Serra's Blog Posted on June 18, 2026 by James SerraJuly 3, 2026

Once again there were a number of Microsoft Build announcements related to data and AI, and some were very impressive. Below are my favorites. I am prioritizing the data announcements first, because that is where my brain naturally goes (and … Continue reading →

Posted in Microsoft Fabric

Microsoft Purview data governance best practices

James Serra's Blog Posted on June 4, 2026 by James SerraJune 4, 2026

Microsoft Purview can be the best data governance tool in the world, but it will still be useless if people do not know it exists, do not trust the metadata, or do not change the way they work. That is … Continue reading →

Posted in SQLServerPedia Syndication | 2 Replies

Deciphering Data Architectures Is Now Available in Multiple Languages

James Serra's Blog Posted on June 2, 2026 by James SerraJune 3, 2026

Since the release of my book Deciphering Data Architectures: Choosing Between a Modern Data Warehouse, Data Fabric, Data Lakehouse, and Data Mesh, I’ve been fortunate to hear from readers around the world. One question I’ve received frequently is whether the … Continue reading →

Posted in SQLServerPedia Syndication | 2 Replies

Understanding Fabric Ontology

James Serra's Blog Posted on May 20, 2026 by James SerraMay 28, 2026

What problem is Fabric Ontology trying to solve? For years, most data conversations have started with tables. We ask where the data lives, what columns are available, how the joins work, and whether the data is in a warehouse, lakehouse, … Continue reading →

Posted in Microsoft Fabric, SQLServerPedia Syndication | 2 Replies

Understanding Fabric MCP

James Serra's Blog Posted on May 4, 2026 by James SerraMay 13, 2026

Model Context Protocol, or MCP, is one of those technical ideas that sounds more complicated than it really is. The easiest way to think about it is this: MCP is to AI what USB was to hardware. Before USB became … Continue reading →

Posted in Microsoft Fabric, SQLServerPedia Syndication | 2 Replies

GenAI vs Dashboards: Not the Same (And Never Will Be)

James Serra's Blog Posted on April 23, 2026 by James SerraJuly 11, 2026

There’s a question I’ve been hearing more and more lately, especially as Copilot, Fabric, and Fabric data agents become part of everyday conversations with customers: will GenAI replace reports and dashboards? It’s a fair question, because on the surface they … Continue reading →

Posted in OpenAI, SQLServerPedia Syndication | 1 Reply

The OneLake catalog in Fabric: Explore, Govern, Secure

James Serra's Blog Posted on April 14, 2026 by James SerraMay 28, 2026

Once your Fabric tenant grows past a few workspaces, data discovery gets weird fast. Duplicates multiply. People stop trusting what they find. And security teams start hearing things like, “I think only the right people have access” (which is never … Continue reading →

Posted in Azure Purview, Microsoft Fabric, SQLServerPedia Syndication | Leave a reply

Announcements from the Microsoft Fabric Community Conference

James Serra's Blog Posted on March 26, 2026 by James SerraMarch 29, 2026

A ton of new features for Microsoft Fabric were announced at the Microsoft Fabric Community Conference (FabCon Atlanta 26) last week (see the FabCon keynote here). There were 8000 attendees! Here are all the new data-related features that I found most interesting, … Continue reading →

Posted in Microsoft Fabric, SQLServerPedia Syndication | 2 Replies

T-SQL Tuesday #196 Roundup: What career risks have you taken?

James Serra's Blog Posted on March 17, 2026 by James SerraMarch 17, 2026

I hosted this month’s T-SQL Tuesday invitation in which I asked, “What career risks have you taken?” I got some great responses which I’ll recap here, Career risks? Rob Farley Rob took an interesting angle on the idea of career … Continue reading →

Posted in SQLServerPedia Syndication | Leave a reply

Semantic Model Power Query vs Dataflow Gen2 in Fabric

James Serra's Blog Posted on March 9, 2026 by James SerraMarch 9, 2026

In my recent blog post, Building Power BI Reports: Desktop vs Fabric, I talked about the evolving authoring experience in Microsoft Fabric and how report development is increasingly moving into the browser. But that conversation inevitably leads to another architectural … Continue reading →

Posted in SQLServerPedia Syndication | 3 Replies

T-SQL Tuesday #196: What career risks have you taken?

James Serra's Blog Posted on March 3, 2026 by James SerraMarch 5, 2026

I’m honored to be hosting T-SQL Tuesday — edition #196. For those who may not know the history, T-SQL Tuesday started back in December 2009 when Adam Machanic (Blog |LinkedIn) sent out the first invitation for what he called a monthly … Continue reading →

Posted in SQLServerPedia Syndication | 17 Replies

Building Power BI Reports: Desktop vs Fabric

James Serra's Blog Posted on February 26, 2026 by James SerraFebruary 23, 2026

Why this comparison feels confusing If you’re a Power BI report author who’s just getting into Microsoft Fabric, you’ve probably asked the same question I hear over and over: am I supposed to stop using Power BI Desktop now? It’s … Continue reading →

Posted in Microsoft Fabric, Power BI, SQLServerPedia Syndication | 1 Reply

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About James Serra

I work at Microsoft as a big data and data warehousing solution architect where I have been for most of the last eleven years.  Prior to that I was an independent consultant working as a Data Warehouse/Business Intelligence architect and developer. I am a prior SQL Server MVP with over 40 years of IT experience. The views and opinions on this blog are mine and not that of Microsoft. Check out my book Deciphering Data Architectures: Choosing Between a Modern Data Warehouse, Data Fabric, Data Lakehouse, and Data Mesh. 

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