{"id":52752,"date":"2026-07-15T08:00:00","date_gmt":"2026-07-15T15:00:00","guid":{"rendered":"https:\/\/azure.microsoft.com\/en-us\/blog\/?p=52752"},"modified":"2026-07-14T14:16:20","modified_gmt":"2026-07-14T21:16:20","slug":"azure-databricks-delivers-proven-business-value","status":"publish","type":"post","link":"https:\/\/azure.microsoft.com\/en-us\/blog\/azure-databricks-delivers-proven-business-value\/","title":{"rendered":"Azure Databricks delivers proven business value"},"content":{"rendered":"\n<p class=\"has-body-large-font-size wp-block-paragraph\"><a href=\"https:\/\/azure.microsoft.com\/en-us\/products\/databricks\/\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft Azure Databricks<\/a> delivers the first-party advantage of Databricks on Microsoft\u2014and for customers, that advantage shows up as real, measurable value. It is the same Databricks platform your teams already know, co-engineered with Microsoft and delivered as a native <a href=\"https:\/\/azure.microsoft.com\/en-us\" target=\"_blank\" rel=\"noopener noreferrer\">Azure service<\/a>, so it fits naturally into the Microsoft tools, identity, and governance your organization already runs.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-a89b3969 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/azure.microsoft.com\/en-us\/products\/databricks\/\" target=\"_blank\" rel=\"noopener noreferrer\">Discover Azure Databricks<\/a><\/div>\n<\/div>\n\n\n\n<p class=\"has-body-large-font-size wp-block-paragraph\">\n  The advantage is built-in, not bolted on. Microsoft and Databricks co-engineer the service, share one integration roadmap across the Microsoft data and AI stack, and align go-to-market so you get one motion, one bill, and one support path. For technical teams, that means deeper native integration and stronger performance. For the business, it means lower cost, less risk, and faster time to value.\n<\/p>\n\n\n\n<p class=\"has-body-large-font-size wp-block-paragraph\">The strategic partnership drives an accelerated integration roadmap and continuous optimization for improved performance; however, decision-makers constantly ask about what business value all of this translates to. To address this key question, Microsoft commissioned a <a href=\"https:\/\/tei.forrester.com\/go\/Microsoft\/Databricks\/?lang=en-us\" target=\"_blank\" rel=\"noreferrer noopener\">Forrester Total Economic Impact\u2122 study<\/a> of <a href=\"https:\/\/azure.microsoft.com\/en-us\/products\/databricks\/\" target=\"_blank\" rel=\"noreferrer noopener\">Azure Databricks<\/a>. It found that a composite organization based on interviewed customers realized a three-year <strong>331% return on investment<\/strong>, <strong>$58.1 million in net present value<\/strong>, and recovered its investment in <strong>less than six months<\/strong>.<\/p>\n\n\n\n<div class=\"section wp-block-bloginabox-theme-section has-global-padding is-layout-constrained wp-block-bloginabox-theme-section-is-layout-constrained\">\n\t\n<div\n\tclass=\"section__background alignfull is-layout-constrained\"\n\t>\n\n\t\t\t\t<div class=\"section-background-image-wrapper section-background-image-wrapper--light section-background-image-wrapper--desktop alignfull section--emerald-dusk\" style=\"opacity: 100%\">\n\t\t\t\t\t<\/div>\n\t\n\t\t\t\t<div class=\"section-background-image-wrapper section-background-image-wrapper--dark section-background-image-wrapper--desktop alignfull\" style=\"opacity: 100%\">\n\t\t\t\t\t<\/div>\n\t\n\t\t\n\t\t<\/div>\n<div class=\"section__content alignfull is-layout-constrained\">\n\t\n\n<figure class=\"wp-block-table aligncenter has-body-large-font-size\"><table class=\"has-white-color has-electric-blue-200-background-color has-text-color has-background has-link-color has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>331%<\/strong><br>Return on investment&nbsp;<\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>$58.1M<\/strong><br>Net present value<\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>&lt; 6 months<\/strong><br>Payback period<\/td><\/tr><\/tbody><\/table><\/figure>\n\n<\/div>\n<\/div>\n\n\n\n<p class=\"has-text-align-center has-body-medium-font-size wp-block-paragraph\"><em>Commissioned study conducted by Forrester Consulting on behalf of Microsoft, June 2026. Results are over three years and represent a composite organization based on interviewed customers and may not be typical; actual results will vary.<\/em>\n<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"what-the-study-found\">What the study found<\/h2>\n\n\n\n<p class=\"has-body-large-font-size wp-block-paragraph\">Forrester interviewed <a href=\"https:\/\/azure.microsoft.com\/en-us\/products\/databricks\/\" target=\"_blank\" rel=\"noreferrer noopener\">Azure Databricks<\/a> customers and built a composite organization to model the impact: a $6 billion company in a regulated industry, running about 10 petabytes of data.<\/p>\n\n\n\n<p class=\"has-body-large-font-size wp-block-paragraph\">\n  Before Azure Databricks, its data estate was fragmented and expensive. It was unreliable at scale and hard to govern. Afterward, the results were clear: $75.6 million in benefits against $17.5 million in cost over three years translating to $58.1 million in net present value.\n<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\n  The value came from four places:\n<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-body-large-font-size wp-block-list-item\"><strong>$39.0 million\u2014data and analytics teams\u2019 productivity<\/strong>. Teams handled more work without adding people, with measured gains of 15% to 25%. As a Vice President of data services at a healthcare organization put it: \u201c<em>\u2026we\u2019re doing more work with the same size of the team<\/em>.\u201d<\/li>\n\n\n\n<li class=\"has-body-large-font-size wp-block-list-item\"><strong>$19.9 million\u2014lower infrastructure costs<\/strong>. Elastic, pay-as-you-go compute replaced overprovisioned hardware.<\/li>\n\n\n\n<li class=\"has-body-large-font-size wp-block-list-item\"><strong>$11.4 million\u2014better data platform resiliency<\/strong>. Managed operations meant fewer outages and no custom disaster recovery to build.<\/li>\n\n\n\n<li class=\"has-body-large-font-size wp-block-list-item\"><strong>$5.4 million\u2014retired legacy software and redeployed DBAs<\/strong>.<strong>&nbsp;<\/strong>Consolidating databases and Extract, Load, Transform (ETL) tools eliminated third-party licenses, and managed operations freed database administrators for higher-value work.<\/li>\n<\/ul>\n\n\n\n<p class=\"has-body-large-font-size wp-block-paragraph\">Forrester listed more benefits it didn\u2019t put a price on: native Azure services integration, faster insights, wider access to data, and governance through Unity Catalog. That\u2019s where the return starts.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-a89b3969 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/tei.forrester.com\/go\/Microsoft\/Databricks\" target=\"_blank\" rel=\"noopener noreferrer\">Model your own numbers with the Azure Databricks ROI estimator<\/a><\/div>\n<\/div>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><a href=\"https:\/\/tei.forrester.com\/go\/Microsoft\/Databricks\/?lang=en-us\" target=\"_blank\" rel=\" noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"791\" height=\"1024\" src=\"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2026\/07\/TEI-of-ADB-infographic-791x1024.jpg\" alt=\"The Total Economic Impact of Microsoft Azure Databricks infographic\" class=\"wp-image-52760\" srcset=\"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2026\/07\/TEI-of-ADB-infographic-791x1024.jpg 791w, https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2026\/07\/TEI-of-ADB-infographic-232x300.jpg 232w, https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2026\/07\/TEI-of-ADB-infographic-768x994.jpg 768w, https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2026\/07\/TEI-of-ADB-infographic-1187x1536.jpg 1187w, https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2026\/07\/TEI-of-ADB-infographic-1583x2048.jpg 1583w, https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2026\/07\/TEI-of-ADB-infographic.jpg 1700w\" sizes=\"auto, (max-width: 791px) 100vw, 791px\" \/><\/a><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"where-the-value-comes-from\">Where the value comes from<\/h2>\n\n\n\n<p class=\"has-body-large-font-size wp-block-paragraph\">Those returns come down to one thing. <a href=\"https:\/\/azure.microsoft.com\/en-us\/products\/databricks\/\" target=\"_blank\" rel=\"noreferrer noopener\">Azure Databricks<\/a> is a true first-party Azure service, co-engineered by Microsoft and Databricks, it plugs into the tools your teams already use. That removes the extra data copies, tooling, and integration work that raise costs elsewhere.<\/p>\n\n\n\n<p class=\"has-body-large-font-size wp-block-paragraph\">A great example is the <a href=\"https:\/\/learn.microsoft.com\/en-us\/azure\/databricks\/genie-one\/\" target=\"_blank\" rel=\"noopener noreferrer\">Azure Databricks Genie<\/a> integration with <a href=\"https:\/\/www.microsoft.com\/en-us\/microsoft-365-copilot\/cowork\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft Copilot Cowork<\/a>. You can add context of your business and build on that intelligence into the tools your teams already use with this integration. <a href=\"https:\/\/learn.microsoft.com\/en-us\/azure\/databricks\/genie-ui\/genie\" target=\"_blank\" rel=\"noopener noreferrer\">Genie<\/a> lets anyone question the lakehouse in plain language\u2014now inside <a href=\"https:\/\/learn.microsoft.com\/en-us\/azure\/databricks\/integrations\/msft-teams\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft Teams<\/a>, <a href=\"https:\/\/learn.microsoft.com\/en-us\/azure\/databricks\/integrations\/msft-m365-copilot\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft 365 Copilot<\/a>, and more recently in <a href=\"https:\/\/techcommunity.microsoft.com\/blog\/azure-databricks\/azure-databricks-at-databricks-data--ai-summit-2026-updates-and-new-announcement\/4528388\" target=\"_blank\" rel=\"noopener noreferrer\">Copilot Cowork<\/a>, where it grounds tasks in trusted data through Genie Ontology. Every answer is scoped by Unity Catalog to exactly what each user is permitted to see, so intelligence reaches the flow of work without loosening governance.<\/p>\n\n\n\n<p class=\"has-body-large-font-size wp-block-paragraph\">\n  The same depth runs across the rest of the platform:\n<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-body-large-font-size wp-block-list-item\"><strong>Identity and governance<\/strong>: <a href=\"https:\/\/techcommunity.microsoft.com\/blog\/azure-databricks\/general-availability-automatic-identity-management-aim-for-entra-id-on-azure-dat\/4452206\" target=\"_blank\" rel=\"noreferrer noopener\">Automatic Identity Management for Entra ID<\/a> syncs users into <a href=\"https:\/\/azure.microsoft.com\/en-us\/products\/databricks\/\" target=\"_blank\" rel=\"noreferrer noopener\">Azure Databricks<\/a>. Unity Catalog and <a href=\"https:\/\/www.microsoft.com\/en-ie\/security\/business\/microsoft-purview\" target=\"_blank\" rel=\"noreferrer noopener\">Microsoft Purview<\/a> govern the rest.&nbsp;<\/li>\n\n\n\n<li class=\"has-body-large-font-size wp-block-list-item\"><strong>Microsoft Power BI and Microsoft 365<\/strong>: <a href=\"https:\/\/www.microsoft.com\/en-ie\/power-platform\/products\/power-bi\">Power BI<\/a> reads your data directly and now <a href=\"https:\/\/techcommunity.microsoft.com\/blog\/azure-databricks\/closing-the-loop-interactive-write-back-from-power-bi-to-azure-databricks\/4442999\">writes back to it<\/a>. A new Excel add-in brings governed data into spreadsheets; a SharePoint connector streams files into Delta tables, and <a href=\"https:\/\/learn.microsoft.com\/en-us\/azure\/databricks\/ai-bi\/admin\/teams-subscriptions\">Teams notifications<\/a> deliver alerts where teams work. <a href=\"https:\/\/learn.microsoft.com\/en-us\/azure\/databricks\/metric-views\/\">Metric views<\/a> keep business logic consistent across all of them.&nbsp;<\/li>\n\n\n\n<li class=\"has-body-large-font-size wp-block-list-item\"><strong>AI and agents<\/strong>: Beyond chatting with your data, <a href=\"https:\/\/learn.microsoft.com\/en-us\/azure\/databricks\/genie-ui\/genie\" target=\"_blank\" rel=\"noreferrer noopener\">Genie<\/a> connects to <a href=\"https:\/\/techcommunity.microsoft.com\/blog\/azure-databricks\/azure-databricks-genie-integration-with-copilot-studio-and-microsoft-foundry-is-\/4471087\" target=\"_blank\" rel=\"noreferrer noopener\">Copilot Studio and Microsoft Foundry<\/a>, and a single Model Context Protocol (MCP) connection lets <a href=\"https:\/\/techcommunity.microsoft.com\/blog\/analyticsonazure\/building-ai-apps-and-agents-with-azure-databricks-copilot-studio-and-github-copi\/4524065\" target=\"_blank\" rel=\"noreferrer noopener\">Copilot Studio and GitHub Copilot agents<\/a> reason over an entire Azure Databricks workspace. <a href=\"https:\/\/techcommunity.microsoft.com\/blog\/azure-databricks\/azure-databricks-lakebase-is-now-generally-available\/4498779\" target=\"_blank\" rel=\"noreferrer noopener\">Azure Database Lakebase<\/a> gives agents a serverless Postgres engine, and <a href=\"https:\/\/learn.microsoft.com\/en-us\/azure\/databricks\/admin\/workspace\/serverless-workspaces\" target=\"_blank\" rel=\"noreferrer noopener\">serverless workspaces<\/a> get them started fast.&nbsp;<\/li>\n\n\n\n<li class=\"has-body-large-font-size wp-block-list-item\"><strong>Microsoft OneLake<\/strong>: <a href=\"https:\/\/learn.microsoft.com\/en-us\/azure\/databricks\/query-federation\/onelake\" target=\"_blank\" rel=\"noreferrer noopener\">OneLake catalog federation<\/a> lets Azure Databricks query OneLake data directly, with no pipelines or copies. You can also <a href=\"https:\/\/community.fabric.microsoft.com\/t5\/Fabric-Updates-Blog\/Extending-interoperability-Azure-Databricks-can-now-store-Unity\/ba-p\/5199741\" target=\"_blank\" rel=\"noreferrer noopener\">store Unity Catalog tables in OneLake<\/a>, alongside Azure Data Lake Storage.<\/li>\n\n\n\n<li class=\"has-body-large-font-size wp-block-list-item\"><strong>Customer data<\/strong>: <a href=\"https:\/\/techcommunity.microsoft.com\/blog\/azure-databricks\/azure-databricks-at-databricks-data--ai-summit-2026-updates-and-new-announcement\/4528388\">CustomerLake<\/a>, a new Agentic Customer Data platform, builds Customer 360 profiles and runs campaigns inside the lakehouse where the data and governance already live.&nbsp;<\/li>\n\n\n\n<li class=\"has-body-large-font-size wp-block-list-item\"><strong>Enterprise systems<\/strong>: <a href=\"https:\/\/techcommunity.microsoft.com\/blog\/azure-databricks\/sap-business-data-cloud-connect-with-azure-databricks-is-now-generally-available\/4459490\">SAP Business Data Cloud Connect<\/a> brings SAP data into the lakehouse. It\u2019s the same model helping industries like <a href=\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/telecommunications\/2026\/02\/24\/microsoft-accelerates-telecom-return-on-intelligence-with-a-unified-trusted-ai-platform\/\" target=\"_blank\" rel=\"noreferrer noopener\">industries like telecom<\/a> turn AI into returns.&nbsp;<\/li>\n<\/ul>\n\n\n\n<p class=\"has-body-large-font-size wp-block-paragraph\">\n  These are the integrations that Forrester valued but didn\u2019t price separately however, they are critical factors driving productivity and cost benefits that were quantified.\n<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"backed-by-independent-benchmarks\">Backed by independent benchmarks<\/h2>\n\n\n\n<p class=\"has-body-large-font-size wp-block-paragraph\">Value also depends on speed, and that\u2019s been tested. Principled Technologies, an independent firm, ran an industry-standard, TPC-DS-like <a href=\"https:\/\/www.principledtechnologies.com\/clients\/reports\/Microsoft\/Azure-Databricks-competitive-0725\/\" target=\"_blank\" rel=\"noreferrer noopener\">decision-support benchmark<\/a> on a 10-terabyte dataset. <a href=\"https:\/\/azure.microsoft.com\/en-us\/products\/databricks\/\" target=\"_blank\" rel=\"noreferrer noopener\">Azure Databricks<\/a> completed a single query stream in up to 21.1% less time than Databricks on AWS (with autoscale disabled) and ran four concurrent query streams more than nine minutes faster.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"what-it-means-for-you\">What it means for you<\/h2>\n\n\n\n<p class=\"has-body-large-font-size wp-block-paragraph\">Choosing a data and AI platform is a long-term decision, and with <a href=\"https:\/\/azure.microsoft.com\/en-us\/products\/databricks\/\" target=\"_blank\" rel=\"noreferrer noopener\">Azure Databricks<\/a> the pieces reinforce each other. The integration drives the savings Forrester measured. The performance keeps those gains steady as usage grows. And it all rests on one foundation: a first-party partnership that puts Microsoft and Databricks engineering, roadmap, and support behind your data estate. The value isn\u2019t a claim, it\u2019s been measured: a three-year 331% return, with payback in under six months. It\u2019s why so many teams choose to run their lakehouse on Azure Databricks.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-a89b3969 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/azure.microsoft.com\/en-us\/products\/databricks\/\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>Get started with <span style=\"font-family: inherit;font-size: 15.008px;font-style: inherit;letter-spacing: 0.30016px;text-transform: inherit\">Azure Databricks<\/span><\/strong><\/a><\/div>\n<\/div>\n\n\n\n<p class=\"has-body-large-font-size wp-block-paragraph\"><strong>Explore further<\/strong>\n<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-body-large-font-size wp-block-list-item\">The full <a href=\"https:\/\/tei.forrester.com\/go\/Microsoft\/Databricks\/?lang=en-us\">Forrester TEI study<\/a>, plus the ROI calculator to model your own numbers.<\/li>\n\n\n\n<li class=\"has-body-large-font-size wp-block-list-item\">The <a href=\"https:\/\/www.principledtechnologies.com\/clients\/reports\/Microsoft\/Azure-Databricks-competitive-0725\/\">Principled Technologies benchmark<\/a>.<\/li>\n\n\n\n<li class=\"has-body-large-font-size wp-block-list-item\"><a href=\"https:\/\/techcommunity.microsoft.com\/blog\/azure-databricks\/azure-databricks-at-databricks-data--ai-summit-2026-updates-and-new-announcement\/4528388\" target=\"_blank\" rel=\"noreferrer noopener\">Azure Databricks at Data + AI Summit 2026<\/a>, and how it <a href=\"https:\/\/community.fabric.microsoft.com\/t5\/Fabric-Updates-Blog\/Unlocking-Microsoft-OneLake-as-the-data-foundation-for-Azure\/ba-p\/5201876\" target=\"_blank\" rel=\"noreferrer noopener\">uses OneLake as a shared data foundation<\/a>.<\/li>\n\n\n\n<li class=\"has-body-large-font-size wp-block-list-item\">Build AI apps and agents with <a href=\"https:\/\/techcommunity.microsoft.com\/blog\/analyticsonazure\/building-ai-apps-and-agents-with-azure-databricks-copilot-studio-and-github-copi\/4524065\" target=\"_blank\" rel=\"noreferrer noopener\">Azure Databricks, Copilot Studio, and GitHub Copilot<\/a>.<\/li>\n\n\n\n<li class=\"has-body-large-font-size wp-block-list-item\">Stay current on the <a href=\"https:\/\/aka.ms\/adbblog\" target=\"_blank\">Azure Databricks Tech Community blog<\/a> and the official <a href=\"https:\/\/aka.ms\/adbreleasenotes\" target=\"_blank\">release notes<\/a>.<\/li>\n\n\n\n<li class=\"has-body-large-font-size wp-block-list-item\">Related blog posts: <a href=\"https:\/\/azure.microsoft.com\/en-us\/blog\/azure-databricks-differentiated-synergy\/\" target=\"_blank\" rel=\"noreferrer noopener\">Differentiated synergy<\/a> and <a href=\"https:\/\/azure.microsoft.com\/en-us\/blog\/databricks-runs-best-on-azure\/\" target=\"_blank\" rel=\"noreferrer noopener\">Databricks runs best on Azure<\/a>.<\/li>\n\n\n\n<li class=\"has-body-large-font-size wp-block-list-item\">For the full set of Databricks Data + AI Summit 2026 announcements, see <a href=\"https:\/\/techcommunity.microsoft.com\/blog\/azure-databricks\/azure-databricks-at-databricks-data--ai-summit-2026-updates-and-new-announcement\/4528388\">Azure Databricks at Data + AI Summit 2026<\/a>.<\/li>\n\n\n\n<li class=\"has-body-large-font-size wp-block-list-item\">Learn more about <a href=\"https:\/\/learn.microsoft.com\/en-us\/azure\/databricks\/introduction\/\">Azure Databricks<\/a><\/li>\n<\/ul>\n\n\n\n<div class=\"is-style-inline-centered wp-block-bloginabox-theme-promotional\">\n\t\n<div class=\"promotional promotional--has-media promotional--media-right\">\n\t<div class=\"promotional__wrapper\">\n\t\t<div class=\"promotional__content-wrapper\">\n\t\t\t<div class=\"promotional__content\">\n\t\t\t\t\n\n<h2 class=\"wp-block-heading\" id=\"build-intelligent-solutions-with-azure-databricks\">Build Intelligent Solutions with Azure Databricks<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Empower teams to develop AI-powered applications and gain deeper insights with a unified data and AI platform.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a data-bi-an=\"Global CTA\" data-bi-ct=\"cta link\" data-bi-id=\"cta-block\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/azure.microsoft.com\/en-us\/products\/databricks\/\" target=\"_blank\" rel=\"noopener noreferrer\">Learn More<\/a><\/div>\n<\/div>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"promotional__media-wrapper\">\n\t\t\t\t<div class=\"promotional__media\">\n\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"2560\" height=\"1440\" src=\"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2026\/07\/Azure-AIPlatform-Light-1-scaled.jpg\" class=\"attachment-full size-full\" alt=\"3d shapes\" loading=\"lazy\" srcset=\"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2026\/07\/Azure-AIPlatform-Light-1-scaled.jpg 2560w, https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2026\/07\/Azure-AIPlatform-Light-1-300x169.jpg 300w, https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2026\/07\/Azure-AIPlatform-Light-1-1024x576.jpg 1024w, https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2026\/07\/Azure-AIPlatform-Light-1-768x432.jpg 768w, https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2026\/07\/Azure-AIPlatform-Light-1-1536x864.jpg 1536w, https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2026\/07\/Azure-AIPlatform-Light-1-2048x1152.jpg 2048w, https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2026\/07\/Azure-AIPlatform-Light-1-809x455.jpg 809w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/>\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Microsoft Azure Databricks delivers the first-party advantage of Databricks on Microsoft\u2014and for customers, that advantage shows up as real, measurable value. It is the same Databricks platform your teams already know, co-engineered with Microsoft and delivered as a native Azure service, so it fits naturally into the Microsoft tools, identity, and governance your organization already runs.<\/p>\n","protected":false},"author":58,"featured_media":52803,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"ep_exclude_from_search":false,"_classifai_error":"","_classifai_text_to_speech_error":"","_alt_title":"","ms-ems-related-posts":[],"footnotes":"","azure_community_cta_settings":[]},"categories":[1454,1474],"tags":[3402,3410,3412,3409,3408,3411,3415,3414],"audience":[3054,3055,3053],"content-type":[1481],"product":[1803,1544],"tech-community":[3028],"coauthors":[2881,37],"class_list":["post-52752","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-machine-learning","category-analytics","tag-azure","tag-azure-databricks","tag-azure-databricks-genie","tag-m365-copilot","tag-microsoft-copilot-cowork","tag-microsoft-teams","tag-onelake","tag-power-bi","audience-business-decision-makers","audience-developers","audience-it-decision-makers","content-type-thought-leadership","product-azure-ai","product-azure-databricks","review-flag-1680286581-364","review-flag-1680286584-658","review-flag-1-1680286581-825","review-flag-4-1680286581-250","review-flag-5-1680286581-950","review-flag-6-1680286581-909","review-flag-9-1680286581-259","review-flag-disabled","review-flag-forre-1680286585-445","review-flag-new-1680286579-546","review-flag-partn-1680286579-300"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Azure Databricks delivers proven business value | Microsoft Azure Blog<\/title>\n<meta name=\"description\" content=\"Learn how Azure Databricks delivers proven ROI, cost savings, and scalability for enterprise data and AI platforms.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/azure.microsoft.com\/en-us\/blog\/azure-databricks-delivers-proven-business-value\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Azure Databricks delivers proven business value | Microsoft Azure Blog\" \/>\n<meta property=\"og:description\" content=\"Learn how Azure Databricks delivers proven ROI, cost savings, and scalability for enterprise data and AI platforms.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/azure.microsoft.com\/en-us\/blog\/azure-databricks-delivers-proven-business-value\/\" \/>\n<meta property=\"og:site_name\" content=\"Microsoft Azure Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/microsoftazure\" \/>\n<meta property=\"article:published_time\" content=\"2026-07-15T15:00:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2026\/07\/Azure-Databricks-Forrester-2.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1921\" \/>\n\t<meta property=\"og:image:height\" content=\"1080\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Jason Pereira, Anavi Nahar\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2026\/07\/Azure-Databricks-Forrester-2.jpg\" \/>\n<meta name=\"twitter:creator\" content=\"@azure\" \/>\n<meta name=\"twitter:site\" content=\"@azure\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Jason Pereira, Anavi Nahar\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/azure.microsoft.com\\\/en-us\\\/blog\\\/azure-databricks-delivers-proven-business-value\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/azure.microsoft.com\\\/en-us\\\/blog\\\/azure-databricks-delivers-proven-business-value\\\/\"},\"author\":[{\"@id\":\"https:\\\/\\\/azure.microsoft.com\\\/en-us\\\/blog\\\/author\\\/jason-pereira\\\/\",\"@type\":\"Person\",\"@name\":\"Jason Pereira\"},{\"@id\":\"https:\\\/\\\/azure.microsoft.com\\\/en-us\\\/blog\\\/author\\\/anavi-nahar\\\/\",\"@type\":\"Person\",\"@name\":\"Anavi Nahar\"}],\"headline\":\"Azure Databricks delivers proven business value\",\"datePublished\":\"2026-07-15T15:00:00+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/azure.microsoft.com\\\/en-us\\\/blog\\\/azure-databricks-delivers-proven-business-value\\\/\"},\"wordCount\":1138,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/azure.microsoft.com\\\/en-us\\\/blog\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/azure.microsoft.com\\\/en-us\\\/blog\\\/azure-databricks-delivers-proven-business-value\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/azure.microsoft.com\\\/en-us\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/Azure-Databricks-Forrester-2.jpg\",\"keywords\":[\"Azure\",\"Azure Databricks\",\"Azure Databricks Genie\",\"M365 Copilot\",\"Microsoft Copilot Cowork\",\"Microsoft Teams\",\"OneLake\",\"Power BI\"],\"articleSection\":[\"AI + machine learning\",\"Analytics\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/azure.microsoft.com\\\/en-us\\\/blog\\\/azure-databricks-delivers-proven-business-value\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/azure.microsoft.com\\\/en-us\\\/blog\\\/azure-databricks-delivers-proven-business-value\\\/\",\"url\":\"https:\\\/\\\/azure.microsoft.com\\\/en-us\\\/blog\\\/azure-databricks-delivers-proven-business-value\\\/\",\"name\":\"Azure Databricks delivers proven business value | Microsoft Azure Blog\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/azure.microsoft.com\\\/en-us\\\/blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/azure.microsoft.com\\\/en-us\\\/blog\\\/azure-databricks-delivers-proven-business-value\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/azure.microsoft.com\\\/en-us\\\/blog\\\/azure-databricks-delivers-proven-business-value\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/azure.microsoft.com\\\/en-us\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/Azure-Databricks-Forrester-2.jpg\",\"datePublished\":\"2026-07-15T15:00:00+00:00\",\"description\":\"Learn how Azure Databricks delivers proven ROI, cost savings, and scalability for enterprise data and AI platforms.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/azure.microsoft.com\\\/en-us\\\/blog\\\/azure-databricks-delivers-proven-business-value\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/azure.microsoft.com\\\/en-us\\\/blog\\\/azure-databricks-delivers-proven-business-value\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/azure.microsoft.com\\\/en-us\\\/blog\\\/azure-databricks-delivers-proven-business-value\\\/#primaryimage\",\"url\":\"https:\\\/\\\/azure.microsoft.com\\\/en-us\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/Azure-Databricks-Forrester-2.jpg\",\"contentUrl\":\"https:\\\/\\\/azure.microsoft.com\\\/en-us\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/Azure-Databricks-Forrester-2.jpg\",\"width\":1921,\"height\":1080,\"caption\":\"Image of datacenter with text reading \\\"The Total Economic Impact of Azure Databricks\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/azure.microsoft.com\\\/en-us\\\/blog\\\/azure-databricks-delivers-proven-business-value\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Blog home\",\"item\":\"https:\\\/\\\/azure.microsoft.com\\\/en-us\\\/blog\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AI + machine learning\",\"item\":\"https:\\\/\\\/azure.microsoft.com\\\/en-us\\\/blog\\\/category\\\/ai-machine-learning\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Azure Databricks delivers proven business value\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/azure.microsoft.com\\\/en-us\\\/blog\\\/#website\",\"url\":\"https:\\\/\\\/azure.microsoft.com\\\/en-us\\\/blog\\\/\",\"name\":\"Microsoft Azure Blog\",\"description\":\"Get the latest Azure news, updates, and announcements from the Azure blog. From product updates to hot topics, hear from the Azure experts.\",\"publisher\":{\"@id\":\"https:\\\/\\\/azure.microsoft.com\\\/en-us\\\/blog\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/azure.microsoft.com\\\/en-us\\\/blog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/azure.microsoft.com\\\/en-us\\\/blog\\\/#organization\",\"name\":\"Microsoft Azure Blog\",\"url\":\"https:\\\/\\\/azure.microsoft.com\\\/en-us\\\/blog\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/azure.microsoft.com\\\/en-us\\\/blog\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/azure.microsoft.com\\\/en-us\\\/blog\\\/wp-content\\\/uploads\\\/2024\\\/06\\\/microsoft_logo.webp\",\"contentUrl\":\"https:\\\/\\\/azure.microsoft.com\\\/en-us\\\/blog\\\/wp-content\\\/uploads\\\/2024\\\/06\\\/microsoft_logo.webp\",\"width\":512,\"height\":512,\"caption\":\"Microsoft Azure Blog\"},\"image\":{\"@id\":\"https:\\\/\\\/azure.microsoft.com\\\/en-us\\\/blog\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/microsoftazure\",\"https:\\\/\\\/x.com\\\/azure\",\"https:\\\/\\\/www.instagram.com\\\/microsoftdeveloper\\\/\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/16188386\",\"https:\\\/\\\/www.youtube.com\\\/user\\\/windowsazure\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/azure.microsoft.com\\\/en-us\\\/blog\\\/#\\\/schema\\\/person\\\/c505c4707a8b0733197cd32e481f1fae\",\"name\":\"Estela Virko\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/e0c80aef45905808b531834966f343f124eab0a088eaf8c5091c92e213cf58e5?s=96&d=mm&r=ge79ba33f176c2122a103010d5e208f8b\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/e0c80aef45905808b531834966f343f124eab0a088eaf8c5091c92e213cf58e5?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/e0c80aef45905808b531834966f343f124eab0a088eaf8c5091c92e213cf58e5?s=96&d=mm&r=g\",\"caption\":\"Estela Virko\"},\"url\":\"https:\\\/\\\/azure.microsoft.com\\\/en-us\\\/blog\\\/author\\\/estelavirko\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Azure Databricks delivers proven business value | Microsoft Azure Blog","description":"Learn how Azure Databricks delivers proven ROI, cost savings, and scalability for enterprise data and AI platforms.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/azure.microsoft.com\/en-us\/blog\/azure-databricks-delivers-proven-business-value\/","og_locale":"en_US","og_type":"article","og_title":"Azure Databricks delivers proven business value | Microsoft Azure Blog","og_description":"Learn how Azure Databricks delivers proven ROI, cost savings, and scalability for enterprise data and AI platforms.","og_url":"https:\/\/azure.microsoft.com\/en-us\/blog\/azure-databricks-delivers-proven-business-value\/","og_site_name":"Microsoft Azure Blog","article_publisher":"https:\/\/www.facebook.com\/microsoftazure","article_published_time":"2026-07-15T15:00:00+00:00","og_image":[{"width":1921,"height":1080,"url":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2026\/07\/Azure-Databricks-Forrester-2.jpg","type":"image\/jpeg"}],"author":"Jason Pereira, Anavi Nahar","twitter_card":"summary_large_image","twitter_image":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2026\/07\/Azure-Databricks-Forrester-2.jpg","twitter_creator":"@azure","twitter_site":"@azure","twitter_misc":{"Written by":"Jason Pereira, Anavi Nahar","Est. reading time":"6 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/azure-databricks-delivers-proven-business-value\/#article","isPartOf":{"@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/azure-databricks-delivers-proven-business-value\/"},"author":[{"@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/author\/jason-pereira\/","@type":"Person","@name":"Jason Pereira"},{"@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/author\/anavi-nahar\/","@type":"Person","@name":"Anavi Nahar"}],"headline":"Azure Databricks delivers proven business value","datePublished":"2026-07-15T15:00:00+00:00","mainEntityOfPage":{"@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/azure-databricks-delivers-proven-business-value\/"},"wordCount":1138,"commentCount":0,"publisher":{"@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/#organization"},"image":{"@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/azure-databricks-delivers-proven-business-value\/#primaryimage"},"thumbnailUrl":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2026\/07\/Azure-Databricks-Forrester-2.jpg","keywords":["Azure","Azure Databricks","Azure Databricks Genie","M365 Copilot","Microsoft Copilot Cowork","Microsoft Teams","OneLake","Power BI"],"articleSection":["AI + machine learning","Analytics"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/azure.microsoft.com\/en-us\/blog\/azure-databricks-delivers-proven-business-value\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/azure-databricks-delivers-proven-business-value\/","url":"https:\/\/azure.microsoft.com\/en-us\/blog\/azure-databricks-delivers-proven-business-value\/","name":"Azure Databricks delivers proven business value | Microsoft Azure Blog","isPartOf":{"@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/azure-databricks-delivers-proven-business-value\/#primaryimage"},"image":{"@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/azure-databricks-delivers-proven-business-value\/#primaryimage"},"thumbnailUrl":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2026\/07\/Azure-Databricks-Forrester-2.jpg","datePublished":"2026-07-15T15:00:00+00:00","description":"Learn how Azure Databricks delivers proven ROI, cost savings, and scalability for enterprise data and AI platforms.","breadcrumb":{"@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/azure-databricks-delivers-proven-business-value\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/azure.microsoft.com\/en-us\/blog\/azure-databricks-delivers-proven-business-value\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/azure-databricks-delivers-proven-business-value\/#primaryimage","url":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2026\/07\/Azure-Databricks-Forrester-2.jpg","contentUrl":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2026\/07\/Azure-Databricks-Forrester-2.jpg","width":1921,"height":1080,"caption":"Image of datacenter with text reading \"The Total Economic Impact of Azure Databricks"},{"@type":"BreadcrumbList","@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/azure-databricks-delivers-proven-business-value\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Blog home","item":"https:\/\/azure.microsoft.com\/en-us\/blog\/"},{"@type":"ListItem","position":2,"name":"AI + machine learning","item":"https:\/\/azure.microsoft.com\/en-us\/blog\/category\/ai-machine-learning\/"},{"@type":"ListItem","position":3,"name":"Azure Databricks delivers proven business value"}]},{"@type":"WebSite","@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/#website","url":"https:\/\/azure.microsoft.com\/en-us\/blog\/","name":"Microsoft Azure Blog","description":"Get the latest Azure news, updates, and announcements from the Azure blog. From product updates to hot topics, hear from the Azure experts.","publisher":{"@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/azure.microsoft.com\/en-us\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/#organization","name":"Microsoft Azure Blog","url":"https:\/\/azure.microsoft.com\/en-us\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2024\/06\/microsoft_logo.webp","contentUrl":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2024\/06\/microsoft_logo.webp","width":512,"height":512,"caption":"Microsoft Azure Blog"},"image":{"@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/microsoftazure","https:\/\/x.com\/azure","https:\/\/www.instagram.com\/microsoftdeveloper\/","https:\/\/www.linkedin.com\/company\/16188386","https:\/\/www.youtube.com\/user\/windowsazure"]},{"@type":"Person","@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/#\/schema\/person\/c505c4707a8b0733197cd32e481f1fae","name":"Estela Virko","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/e0c80aef45905808b531834966f343f124eab0a088eaf8c5091c92e213cf58e5?s=96&d=mm&r=ge79ba33f176c2122a103010d5e208f8b","url":"https:\/\/secure.gravatar.com\/avatar\/e0c80aef45905808b531834966f343f124eab0a088eaf8c5091c92e213cf58e5?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/e0c80aef45905808b531834966f343f124eab0a088eaf8c5091c92e213cf58e5?s=96&d=mm&r=g","caption":"Estela Virko"},"url":"https:\/\/azure.microsoft.com\/en-us\/blog\/author\/estelavirko\/"}]}},"bloginabox_animated_featured_image":null,"bloginabox_display_generated_audio":true,"distributor_meta":false,"distributor_terms":false,"distributor_media":false,"distributor_original_site_name":"Microsoft Azure Blog","distributor_original_site_url":"https:\/\/azure.microsoft.com\/en-us\/blog","push-errors":false,"_links":{"self":[{"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/posts\/52752","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/users\/58"}],"replies":[{"embeddable":true,"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/comments?post=52752"}],"version-history":[{"count":45,"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/posts\/52752\/revisions"}],"predecessor-version":[{"id":52821,"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/posts\/52752\/revisions\/52821"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/media\/52803"}],"wp:attachment":[{"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/media?parent=52752"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/categories?post=52752"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/tags?post=52752"},{"taxonomy":"audience","embeddable":true,"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/audience?post=52752"},{"taxonomy":"content-type","embeddable":true,"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/content-type?post=52752"},{"taxonomy":"product","embeddable":true,"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/product?post=52752"},{"taxonomy":"tech-community","embeddable":true,"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/tech-community?post=52752"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/coauthors?post=52752"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}