{"id":2059,"date":"2025-01-27T08:00:00","date_gmt":"2025-01-27T16:00:00","guid":{"rendered":""},"modified":"2025-01-27T08:09:29","modified_gmt":"2025-01-27T16:09:29","slug":"mirroring-operational-data-for-the-ai-era-with-striim-and-microsoft-fabric","status":"publish","type":"post","link":"https:\/\/cm-edgetun.pages.dev\/en-us\/microsoft-fabric\/blog\/2025\/01\/27\/mirroring-operational-data-for-the-ai-era-with-striim-and-microsoft-fabric\/","title":{"rendered":"Mirroring operational data for the AI era with Striim and Microsoft Fabric"},"content":{"rendered":"\n<p><em>This blog is co-authored by Alok Pareek, Executive Vice President of Products at Striim&nbsp;and Shireesh Thota, Corporate Vice President of Azure Data. <\/em><\/p>\n\n\n\n<p>Businesses face the challenge of deploying next-generation applications across hybrid data estates with an ever-growing volume of data spread across diverse environments including from on-premises operational systems, software as a service (SaaS) applications running in multiple public clouds, events from edge devices, objects in file storage, messaging queues, and beyond. As companies increasingly rely on AI and real-time analytics to drive innovation, the ability to seamlessly integrate, process, and analyze this data with low latency has become more critical than ever. The need for a modernized data infrastructure that can support massive data volumes and deliver intelligent, actionable insights at the speed of business is essential.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"striim-and-microsoft-partnering-for-success-with-open-mirroring-in-microsoft-fabric\">Striim and Microsoft\u2014Partnering for success with Open Mirroring in Microsoft Fabric<\/h2>\n\n\n\n<p>To meet the growing demands of modern data infrastructure,\u00a0Striim has deepened its longstanding collaboration with Microsoft\u00a0to offer a\u00a0<a href=\"https:\/\/eur02.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fwww.striim.com%2Fsql2fabric-mirroring%2F&amp;data=05%7C02%7Cjordan.davis%40designit.com%7C9fa869881c83425d7b9b08dd1f959410%7C9a639b8293c24b32b2a939465da96123%7C0%7C0%7C638701449510253698%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&amp;sdata=3rhreGgy230laFwoSn2KYtGHBBZxYn8ag1yop4gurtg%3D&amp;reserved=0\" target=\"_blank\" rel=\"noreferrer noopener\">new mirroring solution<\/a>\u00a0based on Open Mirroring that avoids complex Extraction Transformation Loading (ETL) to transform how businesses manage, integrate, and analyze their data. At the heart of this collaboration is <a href=\"https:\/\/microsoft.com\/microsoft-fabric\">Microsoft Fabric<\/a>, which is a comprehensive, unified data platform supporting an open format data that combines everything from data integration, analytics, real-time intelligence, business intelligence, and now operational databases. All of these services are supported by Microsoft OneLake, a unified intelligent storage layer that addresses the challenges of decentralized data teams working in silos.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-16018d1d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-75\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/microsoft.com\/microsoft-fabric\/getting-started\">Get started with your Microsoft Fabric free trial<\/a><\/div>\n<\/div>\n\n\n\n<p>With its fully managed service built on <a href=\"https:\/\/azure.microsoft.com\" target=\"_blank\" rel=\"noreferrer noopener\">Microsoft Azure<\/a>, Striim enables businesses to continuously deliver fresh, real-time transactional data into Fabric for seamless, low-latency analytics and AI. As a key data integration partner for Microsoft Fabric, Striim plays a critical role in bridging the gap between siloed data environments, ensuring businesses can harness the full potential of their data with speed and precision.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"mirroring-operational-sql-data-with-sql2fabric-mirroring\">Mirroring operational SQL data with SQL2Fabric-Mirroring<\/h2>\n\n\n\n<p><a href=\"https:\/\/www.striim.com\/sql2fabric-mirroring\/\" target=\"_blank\" rel=\"noreferrer noopener\">SQL2Fabric-Mirroring<\/a> is a new managed mirroring service now available in the Microsoft Azure Marketplace, developed in collaboration with Microsoft Fabric product teams. This streamlined, automated solution offers a cost-effective, low-latency approach to unifying data from diverse systems into a single analytics platform. Powered by Striim\u2019s real-time data streaming capabilities, SQL2Fabric enables on-premises SQL databases to continuously replicate transactional data directly into Fabric OneLake, ensuring that data is fresh, consistent, and ready for analytics, AI, and decision-making.<\/p>\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/microsoft-fabric\/blog\/wp-content\/uploads\/2024\/12\/Picture1-1024x573.webp\" alt=\"Architecture: Mirroring operational data with Striim and Microsoft Fabric\" class=\"wp-image-2066 webp-format\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/microsoft-fabric\/blog\/wp-content\/uploads\/2024\/12\/Picture1-1024x573.webp 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/microsoft-fabric\/blog\/wp-content\/uploads\/2024\/12\/Picture1-300x168.webp 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/microsoft-fabric\/blog\/wp-content\/uploads\/2024\/12\/Picture1-768x430.webp 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/microsoft-fabric\/blog\/wp-content\/uploads\/2024\/12\/Picture1-1536x859.webp 1536w, https:\/\/cm-edgetun.pages.dev\/en-us\/microsoft-fabric\/blog\/wp-content\/uploads\/2024\/12\/Picture1.webp 1600w\" data-orig-src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/microsoft-fabric\/blog\/wp-content\/uploads\/2024\/12\/Picture1-1024x573.webp\"><\/figure>\n\n\n\n<p>Mirroring delivers the operational data into an open, analytics-ready Delta Lake table format.&nbsp;SQL2Fabric Mirroring provides flexibility and scalability, enabling businesses to replicate data seamlessly from multiple sources, without being locked into proprietary formats.<br><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"sql2fabric-mirroring-solution-highlights\">SQL2Fabric Mirroring solution highlights<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>On-premises support<\/strong>: Easily replicate on-premises SQL Server transactional data (versions 2012 and up) into Microsoft Fabric.<\/li>\n\n\n\n<li><strong>Low-latency analytics and AI: <\/strong>Striim\u2019s platform is simple and user-friendly, designed for real-time analytics and AI workloads with minimal delays.<\/li>\n\n\n\n<li><strong>Automated data and metadata synchronization<\/strong>: Streamline initial snapshot load, ongoing synchronization, and automated schema creation and evolution.<\/li>\n\n\n\n<li><strong>High log throughput<\/strong>: Efficiently handle large datasets with high-speed log reading interfaces and fast snapshot loads.<\/li>\n\n\n\n<li><strong>Data transformation and intelligence<\/strong>: Perform inline data enrichment, transformations, vector embedding detection, and protect sensitive data using language models like OpenAI (available in Striim Cloud Enterprise).<\/li>\n\n\n\n<li><strong>Azure Marketplace availability<\/strong>: Enjoy a free 30-day trial and access the monthly managed service with built-in security, compliance, and data protection for mirroring data from on-premises SQL Server to a mirrored database in Fabric OneLake.<\/li>\n<\/ul>\n\n\n\n<p>In addition to the SQL2Fabric-Mirroring solution, Striim Cloud Enterprise Solution also extends the mirroring capability to other sources such as Oracle, PostgreSQL, MongoDB, and additional databases, NoSQL, and messaging and storage systems.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"unlock-real-time-data-and-ai-with-striim-and-microsoft-fabric\">Unlock real-time data and AI with Striim and Microsoft Fabric<\/h2>\n\n\n\n<p>Striim and Microsoft Fabric provide a powerful solution for real-time data integration, enabling organizations to continuously capture and consolidate data across systems with sub-second latency. Striim\u2019s scalable streaming service transfers data into Microsoft Fabric, where it is centralized in OneLake, a unified multicloud data lake. Striim&#8217;s distributed architecture supports vertical and horizontal scaling, leveraging multithreading and parallel pipelines to process large-scale data efficiently. This ensures the solution can adapt to increasing workloads while maintaining low latency. Organizations gain immediate access to up-to-date data for analytics and AI applications, streamlining migration and improving decision-making with real-time insights.<\/p>\n\n\n\n<p>Striim enhances Microsoft Fabric by supporting Change Data Capture (CDC) from popular sources like SQL Server, Oracle, MongoDB, and Stripe, ensuring continuous data availability. This integration provides a seamless flow of data into Fabric, where its Real-Time Intelligence and Real-Time Hub tools facilitate rapid data ingestion, transformation, and analysis, empowering businesses to leverage real-time AI insights for smarter decisions.<\/p>\n\n\n\n<p>By centralizing data in OneLake, organizations gain a unified platform for AI-powered strategies, boosting operational efficiency and accelerating time-to-market. With tools like Microsoft Copilot and the Workload Development Kit, users can quickly build machine learning models, generate code, and gain actionable insights, helping businesses stay competitive in a fast-evolving, data-driven world.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"modernize-your-data-strategy-today\">Modernize your data strategy today<\/h2>\n\n\n\n<p>Ready to unlock the full potential of your data and modernize your operations? Discover how Striim and Microsoft Fabric can streamline your data processes, accelerate AI adoption, and enhance decision-making. Contact us today to <a href=\"https:\/\/www.striim.com\/microsoft-fabric\/\" target=\"_blank\" rel=\"noreferrer noopener\">learn more<\/a> about how we can help your organization transform its data strategy with real-time analytics and AI.<\/p>\n\n\n\n<p>To get started today, visit the SQL2Fabric-Mirroring page on the <a href=\"https:\/\/www.striim.com\/sql2fabric-mirroring\/\" target=\"_blank\" rel=\"noreferrer noopener\">Azure Marketplace<\/a>.<\/p>\n\n\n<div class=\"wp-block-msxcm-cta-block\" data-moray data-bi-an=\"CTA Block\">\n\t<div class=\"card d-block mx-ng mx-md-0\">\n\t\t<div class=\"row no-gutters material-color-brand-dark bg-fabric-green\">\n\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/microsoft-fabric\/blog\/wp-content\/uploads\/2024\/02\/CLO24-Azure-Fintech-016-1-1024x683.jpg\" class=\"card-img img-object-cover\" alt=\"CLO24-Azure-Fintech-016 (1)\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/microsoft-fabric\/blog\/wp-content\/uploads\/2024\/02\/CLO24-Azure-Fintech-016-1-1024x683.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/microsoft-fabric\/blog\/wp-content\/uploads\/2024\/02\/CLO24-Azure-Fintech-016-1-300x200.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/microsoft-fabric\/blog\/wp-content\/uploads\/2024\/02\/CLO24-Azure-Fintech-016-1-768x512.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/microsoft-fabric\/blog\/wp-content\/uploads\/2024\/02\/CLO24-Azure-Fintech-016-1-1536x1024.jpg 1536w, https:\/\/cm-edgetun.pages.dev\/en-us\/microsoft-fabric\/blog\/wp-content\/uploads\/2024\/02\/CLO24-Azure-Fintech-016-1-2048x1365.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t<\/div>\n\t\t\t\n\t\t\t<div class=\"d-flex col-md\">\n\t\t\t\t<div class=\"card-body align-self-center p-4 p-md-5\">\n\t\t\t\t\t\n\t\t\t\t\t<h2>Microsoft Fabric<\/h2>\n\n\t\t\t\t\t<div class=\"mb-3\">\n\t\t\t\t\t\t<p>Experience the next generation in analytics with Microsoft Fabric<\/p>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"link-group\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/microsoft.com\/en-us\/microsoft-fabric\" class=\"btn btn-link text-decoration-none p-0\" target=\"_blank\">\n\t\t\t\t\t\t\t\t<span>Try now<\/span>\n\t\t\t\t\t\t\t\t<span class=\"glyph-append glyph-append-chevron-right glyph-append-xsmall\"><\/span>\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Microsoft and Striim have partnered to offer a new mirroring solution to transform how businesses manage, integrate, and analyze their data.<\/p>\n","protected":false},"author":27,"featured_media":2088,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"ms_queue_id":[],"ep_exclude_from_search":false,"_classifai_error":"","_classifai_text_to_speech_error":"","footnotes":""},"post_tag":[53,54],"content-type":[44],"coauthors":[487],"class_list":["post-2059","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","tag-ai","tag-azure","content-type-announcements","review-flag-integ-1714572687-767","review-flag-lever-1714572687-374","review-flag-machi-1714572695-756","review-flag-new-1714572686-992","review-flag-partn-1714572687-807"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Mirroring operational data for the AI era with Striim and Microsoft Fabric | Microsoft Fabric Blog<\/title>\n<meta name=\"description\" content=\"Striim has partnered with Microsoft to offer a new mirroring solution to transform how businesses manage, integrate, and analyze their data. Learn more.\u00a0\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/microsoft-fabric\/blog\/2025\/01\/27\/mirroring-operational-data-for-the-ai-era-with-striim-and-microsoft-fabric\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Mirroring operational data for the AI era with Striim and Microsoft Fabric | Microsoft Fabric Blog\" \/>\n<meta property=\"og:description\" content=\"Striim has partnered with Microsoft to offer a new mirroring solution to transform how businesses manage, integrate, and analyze their data. Learn more.\u00a0\" \/>\n<meta property=\"og:url\" content=\"https:\/\/cm-edgetun.pages.dev\/en-us\/microsoft-fabric\/blog\/2025\/01\/27\/mirroring-operational-data-for-the-ai-era-with-striim-and-microsoft-fabric\/\" \/>\n<meta property=\"og:site_name\" content=\"Microsoft Fabric Blog\" \/>\n<meta property=\"article:published_time\" content=\"2025-01-27T16:00:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-01-27T16:09:29+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cm-edgetun.pages.dev\/en-us\/microsoft-fabric\/blog\/wp-content\/uploads\/2024\/12\/Fabric_488139_Blog_241217.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1260\" \/>\n\t<meta property=\"og:image:height\" content=\"708\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Shireesh Thota\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/cm-edgetun.pages.dev\/en-us\/microsoft-fabric\/blog\/wp-content\/uploads\/2024\/12\/Fabric_488139_Blog_241217.png\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Shireesh Thota\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 min read\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/cm-edgetun.pages.dev\\\/en-us\\\/microsoft-fabric\\\/blog\\\/2025\\\/01\\\/27\\\/mirroring-operational-data-for-the-ai-era-with-striim-and-microsoft-fabric\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/cm-edgetun.pages.dev\\\/en-us\\\/microsoft-fabric\\\/blog\\\/2025\\\/01\\\/27\\\/mirroring-operational-data-for-the-ai-era-with-striim-and-microsoft-fabric\\\/\"},\"author\":[{\"@id\":\"https:\\\/\\\/cm-edgetun.pages.dev\\\/en-us\\\/microsoft-fabric\\\/blog\\\/author\\\/shireesh-thota\\\/\",\"@type\":\"Person\",\"@name\":\"Shireesh Thota\"}],\"headline\":\"Mirroring operational data for the AI era with Striim and Microsoft Fabric\",\"datePublished\":\"2025-01-27T16:00:00+00:00\",\"dateModified\":\"2025-01-27T16:09:29+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/cm-edgetun.pages.dev\\\/en-us\\\/microsoft-fabric\\\/blog\\\/2025\\\/01\\\/27\\\/mirroring-operational-data-for-the-ai-era-with-striim-and-microsoft-fabric\\\/\"},\"wordCount\":909,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/cm-edgetun.pages.dev\\\/en-us\\\/microsoft-fabric\\\/blog\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/cm-edgetun.pages.dev\\\/en-us\\\/microsoft-fabric\\\/blog\\\/2025\\\/01\\\/27\\\/mirroring-operational-data-for-the-ai-era-with-striim-and-microsoft-fabric\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/cm-edgetun.pages.dev\\\/en-us\\\/microsoft-fabric\\\/blog\\\/wp-content\\\/uploads\\\/2024\\\/12\\\/Fabric_488139_Blog_241217.webp\",\"keywords\":[\"AI\",\"Azure\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/cm-edgetun.pages.dev\\\/en-us\\\/microsoft-fabric\\\/blog\\\/2025\\\/01\\\/27\\\/mirroring-operational-data-for-the-ai-era-with-striim-and-microsoft-fabric\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/cm-edgetun.pages.dev\\\/en-us\\\/microsoft-fabric\\\/blog\\\/2025\\\/01\\\/27\\\/mirroring-operational-data-for-the-ai-era-with-striim-and-microsoft-fabric\\\/\",\"url\":\"https:\\\/\\\/cm-edgetun.pages.dev\\\/en-us\\\/microsoft-fabric\\\/blog\\\/2025\\\/01\\\/27\\\/mirroring-operational-data-for-the-ai-era-with-striim-and-microsoft-fabric\\\/\",\"name\":\"Mirroring operational data for the AI era with Striim and Microsoft Fabric | Microsoft Fabric Blog\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/cm-edgetun.pages.dev\\\/en-us\\\/microsoft-fabric\\\/blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/cm-edgetun.pages.dev\\\/en-us\\\/microsoft-fabric\\\/blog\\\/2025\\\/01\\\/27\\\/mirroring-operational-data-for-the-ai-era-with-striim-and-microsoft-fabric\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/cm-edgetun.pages.dev\\\/en-us\\\/microsoft-fabric\\\/blog\\\/2025\\\/01\\\/27\\\/mirroring-operational-data-for-the-ai-era-with-striim-and-microsoft-fabric\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/cm-edgetun.pages.dev\\\/en-us\\\/microsoft-fabric\\\/blog\\\/wp-content\\\/uploads\\\/2024\\\/12\\\/Fabric_488139_Blog_241217.webp\",\"datePublished\":\"2025-01-27T16:00:00+00:00\",\"dateModified\":\"2025-01-27T16:09:29+00:00\",\"description\":\"Striim has partnered with Microsoft to offer a new mirroring solution to transform how businesses manage, integrate, and analyze their data. 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