<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Data Governance on Sam Debruyn</title><link>https://debruyn.dev/tags/data-governance/</link><description>Recent content in Data Governance on Sam Debruyn</description><generator>Hugo</generator><language>en-us</language><copyright>© Copyright Debruyn Consultancy</copyright><lastBuildDate>Mon, 04 May 2026 10:15:50 +0100</lastBuildDate><atom:link href="https://debruyn.dev/tags/data-governance/index.xml" rel="self" type="application/rss+xml"/><item><title>From Flat to Sparkling: Monitoring Data Quality with Soda in Microsoft Fabric</title><link>https://debruyn.dev/speaking/data-platform-next-step-26/</link><pubDate>Tue, 02 Jun 2026 00:00:00 +0000</pubDate><guid>https://debruyn.dev/speaking/data-platform-next-step-26/</guid><description>&lt;p&gt;&lt;a
 href="https://dataplatformnextstep.com/" data-umami-event="outbound_link_click" data-umami-event-url="https://dataplatformnextstep.com/" target="_blank" rel="noreferrer noopener"
 &gt;Website&lt;/a&gt;
 | &lt;a
 href="https://dataplatformnextstep.com/schedule/" data-umami-event="outbound_link_click" data-umami-event-url="https://dataplatformnextstep.com/schedule/" target="_blank" rel="noreferrer noopener"
 &gt;Schedule&lt;/a&gt;
 | &lt;a
 href="https://dataplatformnextstep.com/tickets/" data-umami-event="outbound_link_click" data-umami-event-url="https://dataplatformnextstep.com/tickets/" target="_blank" rel="noreferrer noopener"
 &gt;Tickets&lt;/a&gt;
&lt;/p&gt;
&lt;p&gt;&lt;img src="./from-flat-to-sparkling-monitoring-data-quality-wi_debruyn_1094862_banner.jpeg" alt="banner"&gt;&lt;/p&gt;
&lt;blockquote&gt;
&lt;p&gt;After loading all of your data into OneLake, you might be wondering how to ensure its quality. In this session, we’ll explore and demonstrate how Soda can help you monitor data quality with automated data testing and alerting, write and monitor data contracts, and browse data quality metrics in a user-friendly dashboard. Soda is an open-source CLI tool where I recently contributed support for Microsoft Fabric. It&amp;rsquo;s available for Lakehouses and Data Warehouses and comes with an easy and git-controlled YAML syntax to monitor all aspects of data quality.&lt;/p&gt;</description></item><item><title>Hardening Fabric Warehouse Security</title><link>https://debruyn.dev/speaking/fabcon26/</link><pubDate>Fri, 20 Mar 2026 00:00:00 +0000</pubDate><guid>https://debruyn.dev/speaking/fabcon26/</guid><description>&lt;!-- SUMMARY: A comprehensive guide to securing Fabric Data Warehouse through layered defense mechanisms, covering identity management, network isolation, data protection, and policy enforcement from authentication to governance. --&gt;
&lt;p&gt;&lt;a
 href="https://fabriccon.com/tickets" data-umami-event="outbound_link_click" data-umami-event-url="https://fabriccon.com/tickets" target="_blank" rel="noreferrer noopener"
 &gt;Tickets&lt;/a&gt;
 | &lt;a
 href="https://fabriccon.com/program/agenda?day=Friday%2C&amp;#43;Mar&amp;#43;20%2C&amp;#43;2026&amp;amp;track=Data&amp;#43;Warehousing&amp;amp;session=1019005" data-umami-event="outbound_link_click" data-umami-event-url="https://fabriccon.com/program/agenda?day=Friday%2C&amp;#43;Mar&amp;#43;20%2C&amp;#43;2026&amp;amp;track=Data&amp;#43;Warehousing&amp;amp;session=1019005" target="_blank" rel="noreferrer noopener"
 &gt;Session&lt;/a&gt;
&lt;/p&gt;
&lt;p&gt;&lt;img src="./I%E2%80%99m%20Speaking%20at%20FABCON.jpg" alt="banner"&gt;&lt;/p&gt;
&lt;blockquote&gt;
&lt;p&gt;Learn how to secure Fabric Data Warehouse from the ground up. This session covers end-to-end practices—from secure connectivity and authentication to auditing, monitoring, and governance—highlighting new features that strengthen compliance, visibility, and trust at scale.&lt;/p&gt;</description></item><item><title>Thread by Thread: Lessons from Migrating to Fabric</title><link>https://debruyn.dev/speaking/fabric-february-2026/</link><pubDate>Thu, 05 Feb 2026 00:00:00 +0000</pubDate><guid>https://debruyn.dev/speaking/fabric-february-2026/</guid><description>&lt;!-- SUMMARY: Practical guide to implementing Microsoft Fabric in production, covering architecture design (medallion, workspace setup), security integration with Microsoft Entra ID and PIM, SQL-first development with dbt, capacity management, monitoring with Soda, and lessons learned from challenges like security context issues, orchestration, and cost optimization. --&gt;
&lt;p&gt;&lt;a
 href="https://www.fabricfebruary.com/tickets/" data-umami-event="outbound_link_click" data-umami-event-url="https://www.fabricfebruary.com/tickets/" target="_blank" rel="noreferrer noopener"
 &gt;Tickets&lt;/a&gt;
 | &lt;a
 href="https://www.fabricfebruary.com/schedule/#sz-tab-46058" data-umami-event="outbound_link_click" data-umami-event-url="https://www.fabricfebruary.com/schedule/#sz-tab-46058" target="_blank" rel="noreferrer noopener"
 &gt;Schedule&lt;/a&gt;
&lt;/p&gt;</description></item><item><title>From Flat to Sparkling: Monitoring Data Quality with Soda in Microsoft Fabric</title><link>https://debruyn.dev/speaking/dataminds-saturday-2025/</link><pubDate>Sat, 22 Feb 2025 00:00:00 +0000</pubDate><guid>https://debruyn.dev/speaking/dataminds-saturday-2025/</guid><description>&lt;!-- SUMMARY: Explore automated data quality monitoring and testing with Soda in Microsoft Fabric, including data warehouse and lakehouse integration, data contracts, and long-term metrics management. --&gt;
&lt;p&gt;&lt;a
 href="https://datamindssaturday.be/" data-umami-event="outbound_link_click" data-umami-event-url="https://datamindssaturday.be/" target="_blank" rel="noreferrer noopener"
 &gt;Free registration&lt;/a&gt;
 | &lt;a
 href="https://datamindssaturday.be/agenda/" data-umami-event="outbound_link_click" data-umami-event-url="https://datamindssaturday.be/agenda/" target="_blank" rel="noreferrer noopener"
 &gt;Agenda&lt;/a&gt;
&lt;/p&gt;
&lt;blockquote&gt;
&lt;p&gt;After loading all of your data into OneLake, you might be wondering how to ensure its quality. In this session, we’ll explore and demonstrate how Soda can help you monitor data quality with automated data testing and alerting, write and monitor data contracts, and browse data quality metrics in a user-friendly dashboard.&lt;/p&gt;</description></item><item><title>Fabric Fortresses: Setting Up Microsoft Fabric for Your Enterprise Needs</title><link>https://debruyn.dev/speaking/fabric-february-2025/</link><pubDate>Thu, 06 Feb 2025 00:00:00 +0000</pubDate><guid>https://debruyn.dev/speaking/fabric-february-2025/</guid><description>&lt;!-- SUMMARY: Enterprise security architecture for Microsoft Fabric, covering private networking, authentication/authorization with Microsoft Entra ID, privileged access management, monitoring, and disaster recovery best practices. --&gt;
&lt;p&gt;&lt;a
 href="https://www.fabricfebruary.com/" data-umami-event="outbound_link_click" data-umami-event-url="https://www.fabricfebruary.com/" target="_blank" rel="noreferrer noopener"
 &gt;More information, schedule, and tickets&lt;/a&gt;
&lt;/p&gt;
&lt;blockquote&gt;
&lt;p&gt;Join us to master Microsoft Fabric for enterprise-level challenges. Learn how to integrate private networking, manage resilience and disaster recovery, ensure seamless access control and configure vigilant monitoring to safeguard your data architecture. We’ll use Workspace Identity, Private Endpoints, and go through all the different ways to provide or restrict access to your data. By the end of this talk, you’ll be ready to build a robust and secure data platform on Microsoft Fabric.&lt;/p&gt;</description></item><item><title>From Flat to Sparkling: Monitoring Data Quality with Soda in Microsoft Fabric</title><link>https://debruyn.dev/speaking/cloudbrew-2024/</link><pubDate>Fri, 13 Dec 2024 00:00:00 +0000</pubDate><guid>https://debruyn.dev/speaking/cloudbrew-2024/</guid><description>&lt;!-- SUMMARY: Comprehensive overview of data quality monitoring in Microsoft Fabric using Soda, covering quality dimensions, management strategies, and practical integration patterns for both Lakehouses and Data Warehouses. --&gt;
&lt;p&gt;&lt;a
 href="https://www.cloudbrew.be/#registration" data-umami-event="outbound_link_click" data-umami-event-url="https://www.cloudbrew.be/#registration" target="_blank" rel="noreferrer noopener"
 &gt;Tickets&lt;/a&gt;
&lt;/p&gt;
&lt;blockquote&gt;
&lt;p&gt;After loading all of your data into OneLake, you might be wondering how to ensure its quality. In this session, we’ll explore and demonstrate how Soda can help you monitor data quality with automated data testing and alerting, write and monitor data contracts, and browse data quality metrics in a user-friendly dashboard.&lt;/p&gt;</description></item><item><title>Medallion for Data Mesh: Exploring Workspace, Capacity, and Domain Design in Microsoft Fabric</title><link>https://debruyn.dev/speaking/databash-2024/</link><pubDate>Sat, 19 Oct 2024 00:00:00 +0000</pubDate><guid>https://debruyn.dev/speaking/databash-2024/</guid><description>&lt;!-- SUMMARY: Design scalable medallion architectures in Microsoft Fabric by leveraging workspaces, capacities, and domain-driven design principles for multi-team data platforms. --&gt;
&lt;p&gt;&lt;img src="promo.png" alt=""&gt;&lt;/p&gt;
&lt;p&gt;&lt;a
 href="https://databash.live/" data-umami-event="outbound_link_click" data-umami-event-url="https://databash.live/" target="_blank" rel="noreferrer noopener"
 &gt;More information&lt;/a&gt;
&lt;/p&gt;
&lt;blockquote&gt;
&lt;p&gt;Designing a medallion architecture is more than just setting up a few Lakehouses and Data Warehouses. In this session, data architects and engineers learn how to design a medallion architecture with Fabric Workspaces, Capacities, and Domains. We’ll cover the segregation of responsibilities, granular access control, and how to pick and choose the right Capacities for every workload. By the end of this talk, you’ll be ready to design a scalable and secure data platform with Microsoft Fabric.&lt;/p&gt;</description></item><item><title>Medallion for Data Mesh: Exploring Workspace, Capacity, and Domain Design in Microsoft Fabric</title><link>https://debruyn.dev/speaking/dataminds-connect-2024/</link><pubDate>Wed, 09 Oct 2024 00:00:00 +0000</pubDate><guid>https://debruyn.dev/speaking/dataminds-connect-2024/</guid><description>&lt;!-- SUMMARY: Learn how to design a scalable medallion architecture in Microsoft Fabric using workspaces, capacities, and domains for proper separation of concerns, access control, and cost optimization. --&gt;
&lt;p&gt;&lt;img src="promo.png" alt=""&gt;&lt;/p&gt;
&lt;p&gt;&lt;a
 href="https://datamindsconnect.be/registration/" data-umami-event="outbound_link_click" data-umami-event-url="https://datamindsconnect.be/registration/" target="_blank" rel="noreferrer noopener"
 &gt;Tickets &amp;amp; registration&lt;/a&gt;
 | &lt;a
 href="https://datamindsconnect.be/agenda/" data-umami-event="outbound_link_click" data-umami-event-url="https://datamindsconnect.be/agenda/" target="_blank" rel="noreferrer noopener"
 &gt;Schedule&lt;/a&gt;
&lt;/p&gt;
&lt;blockquote&gt;
&lt;p&gt;Designing a medallion architecture is more than just setting up a few Lakehouses and Data Warehouses. In this session, data architects and engineers learn how to design a medallion architecture with Fabric Workspaces, Capacities, and Domains. We’ll cover the segregation of responsibilities, granular access control, and how to pick and choose the right Capacities for every workload. By the end of this talk, you’ll be ready to design a scalable and secure data platform with Microsoft Fabric.&lt;/p&gt;</description></item><item><title>Medallion for Data Mesh: Exploring Workspace, Capacity, and Domain Design in Microsoft Fabric [EXTENDED TALK / DEEP-DIVE]</title><link>https://debruyn.dev/speaking/fabric-friday-holland-2024/</link><pubDate>Fri, 04 Oct 2024 00:00:00 +0000</pubDate><guid>https://debruyn.dev/speaking/fabric-friday-holland-2024/</guid><description>&lt;!-- SUMMARY: Deep-dive on implementing medallion architecture (bronze/silver/gold) within Microsoft Fabric workspaces while applying data mesh principles including domains, governance, access control, and capacity design for scalable, secure data platforms. --&gt;
&lt;p&gt;&lt;a
 href="https://datasaturday.nl/" data-umami-event="outbound_link_click" data-umami-event-url="https://datasaturday.nl/" target="_blank" rel="noreferrer noopener"
 &gt;More information&lt;/a&gt;
 | &lt;a
 href="https://www.eventbrite.nl/e/data-saturday-holland-fabric-friday-2024-tickets-924629470637?aff=oddtdtcreator" data-umami-event="outbound_link_click" data-umami-event-url="https://www.eventbrite.nl/e/data-saturday-holland-fabric-friday-2024-tickets-924629470637?aff=oddtdtcreator" target="_blank" rel="noreferrer noopener"
 &gt;Tickets&lt;/a&gt;
&lt;/p&gt;
&lt;blockquote&gt;
&lt;p&gt;Designing a medallion architecture is more than just setting up a few Lakehouses and Data Warehouses. In this session, data architects and engineers learn how to design a medallion architecture with Fabric Workspaces, Capacities, and Domains. We’ll cover the segregation of responsibilities, granular access control, and how to pick and choose the right Capacities for every workload. By the end of this talk, you’ll be ready to design a scalable and secure data platform with Microsoft Fabric.&lt;/p&gt;</description></item><item><title>From Flat to Sparkling: Monitoring Data Quality with Soda in Microsoft Fabric</title><link>https://debruyn.dev/speaking/future-data-driven-2024/</link><pubDate>Wed, 25 Sep 2024 00:00:00 +0000</pubDate><guid>https://debruyn.dev/speaking/future-data-driven-2024/</guid><description>&lt;!-- SUMMARY: Comprehensive guide to implementing data quality monitoring in Microsoft Fabric using Soda, covering data quality dimensions, monitoring strategies, and practical integration with Lakehouse and Data Warehouse through SQL and Spark DataFrames. --&gt;
&lt;p&gt;&lt;a
 href="https://datadrivencommunity.com/fdd2024registration.html" data-umami-event="outbound_link_click" data-umami-event-url="https://datadrivencommunity.com/fdd2024registration.html" target="_blank" rel="noreferrer noopener"
 &gt;Registration&lt;/a&gt;
&lt;/p&gt;
&lt;p&gt;&lt;img src="./Debruyn_-_From_Flat_to_Sparkling_Monitoring_Data_Quality_with_Soda_in_Microsoft_Fabric_674653.png" alt="announcement"&gt;&lt;/p&gt;
&lt;blockquote&gt;
&lt;p&gt;After loading all of your data into OneLake, you might be wondering how to ensure its quality. In this session, we’ll explore and demonstrate how Soda can help you monitor data quality with automated data testing and alerting, write and monitor data contracts, and browse data quality metrics in a user-friendly dashboard.&lt;/p&gt;</description></item><item><title>Medallion for Data Mesh: Exploring Workspace, Capacity, and Domain Design in Microsoft Fabric</title><link>https://debruyn.dev/speaking/fabric-brussels-medallion/</link><pubDate>Thu, 20 Jun 2024 00:00:00 +0000</pubDate><guid>https://debruyn.dev/speaking/fabric-brussels-medallion/</guid><description>&lt;!-- SUMMARY: Learn how to design a scalable medallion architecture in Microsoft Fabric by organizing Workspaces, Capacities, and Domains for proper data segregation, access control, and workload-specific performance optimization. --&gt;
&lt;p&gt;On June 20th I spoke at the &lt;a
 href="https://fabric.brussels/" data-umami-event="outbound_link_click" data-umami-event-url="https://fabric.brussels/" target="_blank" rel="noreferrer noopener"
 &gt;Fabric Brussels&lt;/a&gt;
 meetup.&lt;/p&gt;
&lt;p&gt;Register &lt;a
 href="https://forms.office.com/pages/responsepage.aspx?id=or1tU0T1_E2a4TbdNDE4YrxmHz45pZ1AkIhuaKbV_QlUM0syTjhDTjFKTk9XVjVGN1I4V0FOVlJFUy4u" data-umami-event="outbound_link_click" data-umami-event-url="https://forms.office.com/pages/responsepage.aspx?id=or1tU0T1_E2a4TbdNDE4YrxmHz45pZ1AkIhuaKbV_QlUM0syTjhDTjFKTk9XVjVGN1I4V0FOVlJFUy4u" target="_blank" rel="noreferrer noopener"
 &gt;here&lt;/a&gt;
.&lt;/p&gt;
&lt;p&gt;&lt;a
 href="https://www.fabricbelgium.be/events-7" data-umami-event="outbound_link_click" data-umami-event-url="https://www.fabricbelgium.be/events-7" target="_blank" rel="noreferrer noopener"
 &gt;Event details&lt;/a&gt;
&lt;/p&gt;</description></item><item><title>Fabric training programs</title><link>https://debruyn.dev/services/fabric-training/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://debruyn.dev/services/fabric-training/</guid><description>&lt;script type="text/javascript"&gt;
 (function (C, A, L) { let p = function (a, ar) { a.q.push(ar); }; let d = C.document; C.Cal = C.Cal || function () { let cal = C.Cal; let ar = arguments; if (!cal.loaded) { cal.ns = {}; cal.q = cal.q || []; d.head.appendChild(d.createElement("script")).src = A; cal.loaded = true; } if (ar[0] === L) { const api = function () { p(api, arguments); }; const namespace = ar[1]; api.q = api.q || []; if(typeof namespace === "string"){cal.ns[namespace] = cal.ns[namespace] || api;p(cal.ns[namespace], ar);p(cal, ["initNamespace", namespace]);} else p(cal, ar); return;} p(cal, ar); }; })(window, "https://app.cal.com/embed/embed.js", "init");
Cal("init", "15", {origin:"https://cal.com"});

 Cal.ns["15"]("floatingButton", {"calLink":"debruyn/15","config":{"layout":"month_view","theme":"light"},"buttonText":"Discuss your Fabric training","hideButtonIcon":false,"buttonTextColor":"#FFFFFF","buttonColor":"#06324d"}); 
 Cal.ns["15"]("ui", {"theme":"light","cssVarsPerTheme":{"light":{"cal-brand":"#06324d"}},"hideEventTypeDetails":true,"layout":"month_view"});
 &lt;/script&gt;
 
&lt;p&gt;I&amp;rsquo;ve been using Microsoft Fabric since early 2023 and have been awarded the Microsoft Most Valuable Professional (MVP) award specifically for Fabric. I have a deep understanding of the platform and its capabilities, and I&amp;rsquo;m excited to share my knowledge with you. I&amp;rsquo;ve worked out several training programs that can help you and your team get started with Fabric, or to deepen your knowledge of the platform.&lt;/p&gt;</description></item></channel></rss>