{"id":48608,"date":"2025-12-03T09:00:00","date_gmt":"2025-12-03T17:00:00","guid":{"rendered":""},"modified":"2026-02-25T14:50:58","modified_gmt":"2026-02-25T22:50:58","slug":"new-options-for-ai-powered-innovation-resiliency-and-control-with-microsoft-azure","status":"publish","type":"post","link":"https:\/\/azure.microsoft.com\/en-us\/blog\/new-options-for-ai-powered-innovation-resiliency-and-control-with-microsoft-azure\/","title":{"rendered":"New options for AI-powered innovation, resiliency, and control with Microsoft Azure"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Organizations running mission\u2011critical workloads operate under stricter standards because system failures can often affect people and business operations at scale. They must ensure control, resilience, and operational autonomy such that innovation does not compromise governance. They need agility that also maintains continuity and preserves standards compliance, so they can get the most out of AI, scalable compute, and advanced analytics on their terms.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For example, manufacturing plants need assembly lines to continue to operate during network outages, and healthcare providers need the ability to access patient data during natural disasters. Similarly, government agencies and critical infrastructure operators must comply with regulations to keep systems autonomous and data within national borders. Additionally, regulations sometimes mandate that sensitive data remains stored and processed locally under local jurisdiction and personnel control.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">These are exactly the challenges Azure\u2019s adaptive cloud approach is designed to solve. We are extending Azure public regions with options that adapt to our customers\u2019 evolving business requirements without forcing trade-offs. Microsoft\u2019s strategy spans both our public cloud, private cloud, and edge technology, giving customers a unified platform for operations, applications, and data with the right balance of flexibility and control. This approach empowers customers to use Azure services to innovate in environments under their full control, rather than maintaining separate, siloed, or legacy IT systems.<\/p>\n\n\n\n<aside class=\"cta-block cta-block--align-right cta-block--has-image wp-block-msx-cta\" data-bi-an=\"CTA Block\">\n\t<div class=\"cta-block__content\">\n\t\t\t\t\t<div class=\"cta-block__image-container\">\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"782\" height=\"782\" src=\"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2025\/12\/2-24-Sovereignty-Blog_1_v2b-Copy-2.jpg\" class=\"cta-block__image\" alt=\"2-24 Sovereignty Blog_v2b\" srcset=\"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2025\/12\/2-24-Sovereignty-Blog_1_v2b-Copy-2.jpg 782w, https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2025\/12\/2-24-Sovereignty-Blog_1_v2b-Copy-2-300x300.jpg 300w, https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2025\/12\/2-24-Sovereignty-Blog_1_v2b-Copy-2-150x150.jpg 150w, https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2025\/12\/2-24-Sovereignty-Blog_1_v2b-Copy-2-768x768.jpg 768w\" sizes=\"auto, (max-width: 782px) 100vw, 782px\" \/>\t\t\t<\/div>\n\t\t\n\t\t<div class=\"cta-block__body\">\n\t\t\t<h2 class=\"cta-block__headline\">Microsoft&#8217;s European Digital Commitments<\/h2>\n\t\t\t<p class=\"cta-block__text\">Learn how Microsoft is advancing Europe&#8217;s digital future with local commitments and protecting European data.<\/p>\n\t\t\t\t\t\t\t<div class=\"cta-block__actions\">\n\t\t\t\t\t<a\n\t\t\t\t\t\thref=\"https:\/\/info.microsoft.com\/ww-landing-microsofts-european-digital-commitment.html\"\n\t\t\t\t\t\tclass=\"btn cta-block__link btn-light\"\n\t\t\t\t\t\ttarget=\"_blank\"\t\t\t\t\t>\n\t\t\t\t\t\tExplore more\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t<\/div>\n<\/aside>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"meeting-unique-operational-and-data-sovereignty-needs\">Meeting unique operational and data sovereignty needs<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">To address unique operational and data sovereignty needs, Microsoft introduced <a href=\"https:\/\/learn.microsoft.com\/en-us\/azure\/azure-local\/overview?view=azloc-2511\">Azure Local<\/a>\u2014Azure infrastructure delivered in customers\u2019 own datacenters or distributed locations. Azure Local comes with integrated compute, storage, and networking services and leverages <a href=\"https:\/\/azure.microsoft.com\/en-us\/products\/azure-arc\/?msockid=314ff59eaefb6dfc08e8e32eafce6cfe\" target=\"_blank\" rel=\"noreferrer noopener\">Azure Arc<\/a> to extend cloud services across the management, data, application, and security layers into hybrid and disconnected environments.<\/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:\/\/ignite.microsoft.com\/en-US\/sessions\/BRK147\" target=\"_blank\" rel=\"noreferrer noopener\">Learn more about what&#8217;s new in Azure Local<\/a><\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Over the past six months, our team has significantly expanded Azure Local\u2019s capabilities to meet requirements across industries. We are seeing tremendous momentum from customers like <strong>GSK<\/strong>, a global biopharma leader extending cloud innovation and AI to the edge using Azure Local. GSK is enabling real-time data processing and AI inferencing across vaccine and medicine manufacturing and R&amp;D labs worldwide. GSK joined our <a href=\"https:\/\/ignite.microsoft.com\/en-US\/sessions\/BRK147\">What\u2019s new in Azure Local<\/a> session at Ignite last month, offering insight into how they are using Azure Local.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">We are also engaging deeply with public sector organizations to ensure essential services can run independent of internet connectivity when needed, from city administrations to defense and emergency response agencies.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">To support these customers, we are enabling a growing set of Azure Local features and functionalities across Microsoft and partners, many of which have reached General Availability (GA) and preview.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"wp-block-list-item\">Microsoft 365 Local (GA) delivers full productivity\u2014email, collaboration, and communications\u2014within a private cloud, ensuring sovereignty and security for sovereign scenarios.<\/li>\n\n\n\n<li class=\"wp-block-list-item\">Next-gen NVIDIA RTX PRO 6000 Blackwell Server Edition GPUs (GA) bring high-performance AI workloads on premises, enabling advanced analytics and generative AI without sacrificing compliance.<\/li>\n\n\n\n<li class=\"wp-block-list-item\">Azure Migrate support for Azure Local (GA) streamlines lift-and-shift migrations, reducing costs and accelerating time-to-value.<\/li>\n\n\n\n<li class=\"wp-block-list-item\">AD-less deployments, Rack-Aware Clustering, and external SAN storage integration (Preview) offer more options for identity, fault tolerance, and flexible storage strategies.<\/li>\n<\/ul>\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" src=\"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2025\/12\/Rack-aware-cluster-page.webp\" alt=\"Rack aware clustering option shown in Azure Local U I.\" class=\"wp-image-48699 webp-format\" data-orig-src=\"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2025\/12\/Rack-aware-cluster-page.webp\"><figcaption class=\"wp-element-caption\">Rack aware clustering is now available in preview for Azure Local<\/figcaption><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"wp-block-list-item\">Multi-rack deployments (Preview) dramatically increase options for high scale, supporting larger IT estates in a single integrated Azure Local instance.<\/li>\n\n\n\n<li class=\"wp-block-list-item\">Disconnected operations (Preview) delivers a fully disconnected Azure Local experience for mission-critical environments where internet connectivity is infeasible or unwanted.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">In short, Azure Local has rapidly evolved into a robust platform for operational sovereignty. It delivers Azure consistency for all workloads from core business apps to AI, in customers\u2019 locations\u2014from a few nodes on a factory floor up to thousands of nodes. These advancements reflect our commitment to meet customers where they are.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"intelligent-and-connected-physical-operations\">Intelligent and connected physical operations<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Azure\u2019s adaptive cloud approach helps bring AI to physical operations. <a href=\"https:\/\/azure.microsoft.com\/en-us\/solutions\/iot?msockid=0ac19b3201ed6c052a918d5a00276db4\" target=\"_blank\" rel=\"noreferrer noopener\">Our Azure IoT platform<\/a> enables asset-intensive organizations to harness data from devices and sensors in a secure, scalable, and resilient fashion. When combined with <a href=\"https:\/\/www.microsoft.com\/en-us\/microsoft-fabric\" target=\"_blank\" rel=\"noreferrer noopener\">Microsoft Fabric<\/a>, customers get real-time insights from their operational data. This integration allows industries such as manufacturing, energy, and industrial operations to bridge digital and physical systems and adopt AI and automation in ways that align with their specific needs.<\/p>\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" src=\"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2025\/12\/Robotics-demo-image-final-for-DP-blog-scaled.webp\" alt=\"Booth at in-person event showcasing robotics.\" class=\"wp-image-48700 webp-format\" data-orig-src=\"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2025\/12\/Robotics-demo-image-final-for-DP-blog-scaled.webp\"><figcaption class=\"wp-element-caption\">Demonstrating how the cloud, edge AI, and simulation can help orchestrate human-robotic collaboration on manufacturing product lines at Microsoft Ignite<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Our approach to enable AI in physical operations environments follows two basic patterns. <a href=\"https:\/\/azure.microsoft.com\/en-us\/products\/iot-operations\/\" target=\"_blank\" rel=\"noreferrer noopener\">Azure IoT Operations<\/a> enables device and sensor data from larger sites to be aggregated and processed close to its source for near real-time decision-making and reduced latency, streaming only relevant data to Fabric for more advanced analytics. <a href=\"https:\/\/azure.microsoft.com\/en-us\/products\/iot-hub\/?msockid=314ff59eaefb6dfc08e8e32eafce6cfe\" target=\"_blank\" rel=\"noreferrer noopener\">Azure IoT Hub<\/a>, on the other hand, enables device data to securely flow directly to Fabric with cloud-based identity and security. The integration across Microsoft Fabric and Azure IoT helps bridge Operational Technology (OT) and Information Technology (IT), delivering cost-effective, secure, and repeatable outcomes.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In the last six months, we introduced several enhancements to Azure IoT tailored for connected operations use cases:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"wp-block-list-item\">In Azure IoT Hub, a new Microsoft-backed X.509 certificate management capability provides enhanced secure identity lifecycle control. Integration with Azure Device Registry streamlines identity, security, and policy management across fleets.<\/li>\n\n\n\n<li class=\"wp-block-list-item\">Enhanced Azure Device Registry capabilities improve asset registration, classification, and monitoring for operational insight while allowing Azure connected assets and devices to be used with any Azure service.<\/li>\n<\/ul>\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" src=\"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2025\/12\/ADR-image-scaled.webp\" alt=\"Azure Device Registry resource summary.\" class=\"wp-image-48701 webp-format\" data-orig-src=\"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2025\/12\/ADR-image-scaled.webp\"><figcaption class=\"wp-element-caption\">Azure Device Registry (ADR) acts as the unified control plane for managing both physical assets from Azure IoT Operations and devices from Azure IoT Hub<\/figcaption><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"wp-block-list-item\">Azure IoT Operations&#8217; latest release includes a number of new features. WebAssembly-powered data graphs enable fast, modular analytics for near-instant decision-making. Expanded connectors for OPC UA, ONVIF, REST\/HTTP, SSE, and MQTT simplify interoperability. OpenTelemetry endpoint support enables smooth telemetry pipelines and monitoring. Advanced health monitoring provides deep visibility and control over operational assets.<\/li>\n\n\n\n<li class=\"wp-block-list-item\">In Microsoft Fabric, <a href=\"https:\/\/blog.fabric.microsoft.com\/en-us\/blog\/from-data-platform-to-intelligence-platform-introducing-microsoft-fabric-iq\" target=\"_blank\" rel=\"noreferrer noopener\">Fabric IQ<\/a> and Digital Twin Builder turn raw telemetry into actionable context for simulation and intelligent feedback loops thanks to the use of models and knowledge graphs that bring clarity to streaming data.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Customers like<strong> <a href=\"https:\/\/www.microsoft.com\/en\/customers\/story\/22849-chevron-iot-operations\" target=\"_blank\" rel=\"noreferrer noopener\">Chevron<\/a> <\/strong>and <strong><a href=\"https:\/\/www.microsoft.com\/en\/customers\/story\/24010-husqvarna-hq-azure\" target=\"_blank\" rel=\"noreferrer noopener\">Husqvarna<\/a><\/strong> are scaling Azure IoT Operations from single-site pilots to multi-site rollouts, unlocking new use cases such as predictive maintenance and worker safety. These deployments demonstrate measurable impact and adaptive cloud architectures delivering business value. Our partner ecosystem is also growing with <a href=\"https:\/\/techcommunity.microsoft.com\/blog\/iotblog\/siemens-and-microsoft-beyond-connectivity-to-autonomous-sustainable-manufacturin\/4472644\" target=\"_blank\" rel=\"noreferrer noopener\">Siemens<\/a>, <a href=\"https:\/\/aka.ms\/LitmusEC\" target=\"_blank\" rel=\"noreferrer noopener\">Litmus<\/a>, <a href=\"https:\/\/aka.ms\/RAFair\" target=\"_blank\" rel=\"noreferrer noopener\">Rockwell Automation<\/a>, and <a href=\"https:\/\/aka.ms\/SMFC\" target=\"_blank\" rel=\"noreferrer noopener\">Sight Machine<\/a> building on the platform.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"managing-a-distributed-estate-with-unified-azure-management-and-securityorganizations-often-grapple-with-the-complexity-of-highly-distributed-it-estates-spanning-on-premises-datacenters-hundreds-or-sometimes-thousands-of-edge-sites-multiple-public-clouds-and-countless-devices-managing-and-securing-this-sprawling-ecosystem-is-challenging-with-traditional-tools-a-core-promise-of-azure-s-adaptive-cloud-approach-is-helping-to-simplify-centralize-operations-through-a-single-unified-control-plane-via-azure-arc\">Managing a distributed estate with unified Azure management and security<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Organizations often grapple with the complexity of highly distributed IT estates\u2014spanning on-premises datacenters, hundreds or sometimes thousands of edge sites, multiple public clouds, and countless devices. Managing and securing this sprawling ecosystem is challenging with traditional tools. A core promise of Azure\u2019s adaptive cloud approach is helping to simplify centralized operations through a single, unified control plane via Azure Arc.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Over the last six months, we have delivered a wave of improvements to help customers manage distributed resources at scale, across heterogenous environments, in a frictionless way. Key enhancements in our Azure Arc platform include:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"wp-block-list-item\">Azure Arc site manager (Preview) organizes resources by physical site for easier monitoring and management of distributed operations.<\/li>\n\n\n\n<li class=\"wp-block-list-item\">New GCP connector (Preview) projects Google Cloud resources into Azure for a single pane of glass across Azure, AWS, and GCP.<\/li>\n<\/ul>\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" src=\"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2025\/12\/GCP-Connector.webp\" alt=\"Option to create G C P connector in Azure Arc U I.\" class=\"wp-image-48702 webp-format\" data-orig-src=\"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2025\/12\/GCP-Connector.webp\"><figcaption class=\"wp-element-caption\">The Multicloud connector enabled by Azure Arc is now in preview for GCP environments<\/figcaption><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"wp-block-list-item\">Azure Machine Configuration (GA) enforces OS-level settings across Azure Arc-managed servers for compliance and security.<\/li>\n\n\n\n<li class=\"wp-block-list-item\">New Azure policies to audit and configure Windows Recovery environment to be ready for critical patch to recover from machine unbootable state such as faulty drivers.<\/li>\n\n\n\n<li class=\"wp-block-list-item\">New subscription level enrollment of essential machine management services with a simplified pricing model and a unified user experience from Azure for the hybrid environment, lowering adoption barrier for legacy environments.<\/li>\n\n\n\n<li class=\"wp-block-list-item\">Workload Identity (GA) lets Azure Arc-enabled Kubernetes clusters use Entra ID for secure resource access, eliminating local storage of secrets.<\/li>\n\n\n\n<li class=\"wp-block-list-item\">AKS Fleet Manager (Preview) integrates Azure Arc-connected clusters for centralized policy sync and deployments across hybrid environments.<\/li>\n\n\n\n<li class=\"wp-block-list-item\">Azure Key Vault Secret Store Extension (GA) allows Azure Arc-enabled Kubernetes clusters to cache secrets from Azure Key Vault, improving security and workload resiliency to intermittent network connectivity for hybrid workloads.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">These enhancements underscore our belief that cloud management and cloud-native application development should not stop at the cloud. Whether an IT team is responsible for five datacenters or 5000 retail sites, Azure provides the tooling to manage that distributed environment and develop applications as one cohesive and adaptive cloud.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Azure\u2019s adaptive cloud approach gives organizations the freedom to innovate on their terms while maintaining control. In an era defined by uncertainty, whether from cyber threats or geopolitical shifts, Azure empowers customers to modernize confidently without sacrificing resiliency or control.<\/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\/solutions\/adaptive-cloud\/?msockid=0924f575a0a56913293ee4aba1166825\">Innovate on an adaptive cloud<\/a><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>We are extending Azure public regions with options that adapt to our customers\u2019 evolving business requirements without forcing trade-offs.<\/p>\n","protected":false},"author":76,"featured_media":48901,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"ms_queue_id":["aiblog-content-sync"],"ep_exclude_from_search":false,"_classifai_error":"","_classifai_text_to_speech_error":"","_alt_title":"","footnotes":"","msx_community_cta_settings":[]},"categories":[1466,1485],"tags":[2671,2692],"audience":[3054,3053],"content-type":[3272],"product":[1468,1829,1489,3320,3348],"tech-community":[],"topic":[],"coauthors":[2691],"class_list":["post-48608","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-hybrid-multicloud","category-internet-of-things","tag-ai","tag-microsoft-fabric","audience-business-decision-makers","audience-it-decision-makers","content-type-news","product-azure-arc","product-azure-iot","product-azure-iot-hub","product-azure-local","product-microsoft-sovereign-cloud","review-flag-1680286581-295","review-flag-1680286581-56","review-flag-ga-1680286584-289","review-flag-gener-1680286584-335","review-flag-infor-1680286585-108","review-flag-iot-1680286585-835","review-flag-microsofts","review-flag-new-1680286579-546","review-flag-on-pr-1680286585-571","review-flag-partn-1680286579-901"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>New options for AI-powered innovation, resiliency, and control with Microsoft Azure | Microsoft Azure Blog<\/title>\n<meta name=\"description\" content=\"Find out how we&#039;re empowering customers to use Azure services to innovate in environments under their full control.\" \/>\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\/new-options-for-ai-powered-innovation-resiliency-and-control-with-microsoft-azure\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"New options for AI-powered innovation, resiliency, and control with Microsoft Azure | Microsoft Azure Blog\" \/>\n<meta property=\"og:description\" content=\"Find out how we&#039;re empowering customers to use Azure services to innovate in environments under their full control.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/azure.microsoft.com\/en-us\/blog\/new-options-for-ai-powered-innovation-resiliency-and-control-with-microsoft-azure\/\" \/>\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=\"2025-12-03T17:00:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-02-25T22:50:58+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2025\/12\/Azure_1089567_OP1_Blog_251126.png\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1438\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Douglas Phillips\" \/>\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\/2025\/12\/Azure_1089567_OP1_Blog_251126.png\" \/>\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=\"Douglas Phillips\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"8 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\/new-options-for-ai-powered-innovation-resiliency-and-control-with-microsoft-azure\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/new-options-for-ai-powered-innovation-resiliency-and-control-with-microsoft-azure\/\"},\"author\":[{\"@id\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/author\/douglas-phillips\/\",\"@type\":\"Person\",\"@name\":\"Douglas Phillips\"}],\"headline\":\"New options for AI-powered innovation, resiliency, and control with Microsoft Azure\",\"datePublished\":\"2025-12-03T17:00:00+00:00\",\"dateModified\":\"2026-02-25T22:50:58+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/new-options-for-ai-powered-innovation-resiliency-and-control-with-microsoft-azure\/\"},\"wordCount\":1467,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/new-options-for-ai-powered-innovation-resiliency-and-control-with-microsoft-azure\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2025\/12\/Azure_Azure_1089567_Blog_251120-compressed-scaled.webp\",\"keywords\":[\"AI\",\"Microsoft Fabric\"],\"articleSection\":[\"Hybrid + multicloud\",\"Internet of things\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/azure.microsoft.com\/en-us\/blog\/new-options-for-ai-powered-innovation-resiliency-and-control-with-microsoft-azure\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/new-options-for-ai-powered-innovation-resiliency-and-control-with-microsoft-azure\/\",\"url\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/new-options-for-ai-powered-innovation-resiliency-and-control-with-microsoft-azure\/\",\"name\":\"New options for AI-powered innovation, resiliency, and control with Microsoft Azure | Microsoft Azure Blog\",\"isPartOf\":{\"@id\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/new-options-for-ai-powered-innovation-resiliency-and-control-with-microsoft-azure\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/new-options-for-ai-powered-innovation-resiliency-and-control-with-microsoft-azure\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2025\/12\/Azure_Azure_1089567_Blog_251120-compressed-scaled.webp\",\"datePublished\":\"2025-12-03T17:00:00+00:00\",\"dateModified\":\"2026-02-25T22:50:58+00:00\",\"description\":\"Find out how we're empowering customers to use Azure services to innovate in environments under their full control.\",\"breadcrumb\":{\"@id\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/new-options-for-ai-powered-innovation-resiliency-and-control-with-microsoft-azure\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/azure.microsoft.com\/en-us\/blog\/new-options-for-ai-powered-innovation-resiliency-and-control-with-microsoft-azure\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/new-options-for-ai-powered-innovation-resiliency-and-control-with-microsoft-azure\/#primaryimage\",\"url\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2025\/12\/Azure_Azure_1089567_Blog_251120-compressed-scaled.webp\",\"contentUrl\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2025\/12\/Azure_Azure_1089567_Blog_251120-compressed-scaled.webp\",\"width\":2560,\"height\":1438,\"caption\":\"Interconnected technological web in background. Text reads \\\"Advancing Azure's adaptive cloud approach.\\\"\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/new-options-for-ai-powered-innovation-resiliency-and-control-with-microsoft-azure\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Blog home\",\"item\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Hybrid + multicloud\",\"item\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/category\/hybrid-multicloud\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"New options for AI-powered innovation, resiliency, and control with Microsoft Azure\"}]},{\"@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\/83fe4c04c61d5e58d555ba137c01a107\",\"name\":\"Garry Guseltsev\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/secure.gravatar.com\/avatar\/8476ebc2bcbe54e1843bd5cce3ec249bed771194411b3052815d4c5d272128f2?s=96&d=mm&r=g4f09d3e62b774b84289036a84f6a8c1c\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/8476ebc2bcbe54e1843bd5cce3ec249bed771194411b3052815d4c5d272128f2?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/8476ebc2bcbe54e1843bd5cce3ec249bed771194411b3052815d4c5d272128f2?s=96&d=mm&r=g\",\"caption\":\"Garry Guseltsev\"},\"url\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/author\/garryguseltsev\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"New options for AI-powered innovation, resiliency, and control with Microsoft Azure | Microsoft Azure Blog","description":"Find out how we're empowering customers to use Azure services to innovate in environments under their full control.","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\/new-options-for-ai-powered-innovation-resiliency-and-control-with-microsoft-azure\/","og_locale":"en_US","og_type":"article","og_title":"New options for AI-powered innovation, resiliency, and control with Microsoft Azure | Microsoft Azure Blog","og_description":"Find out how we're empowering customers to use Azure services to innovate in environments under their full control.","og_url":"https:\/\/azure.microsoft.com\/en-us\/blog\/new-options-for-ai-powered-innovation-resiliency-and-control-with-microsoft-azure\/","og_site_name":"Microsoft Azure Blog","article_publisher":"https:\/\/www.facebook.com\/microsoftazure","article_published_time":"2025-12-03T17:00:00+00:00","article_modified_time":"2026-02-25T22:50:58+00:00","og_image":[{"width":2560,"height":1438,"url":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2025\/12\/Azure_1089567_OP1_Blog_251126.png","type":"image\/png"}],"author":"Douglas Phillips","twitter_card":"summary_large_image","twitter_image":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2025\/12\/Azure_1089567_OP1_Blog_251126.png","twitter_creator":"@azure","twitter_site":"@azure","twitter_misc":{"Written by":"Douglas Phillips","Est. reading time":"8 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/new-options-for-ai-powered-innovation-resiliency-and-control-with-microsoft-azure\/#article","isPartOf":{"@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/new-options-for-ai-powered-innovation-resiliency-and-control-with-microsoft-azure\/"},"author":[{"@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/author\/douglas-phillips\/","@type":"Person","@name":"Douglas Phillips"}],"headline":"New options for AI-powered innovation, resiliency, and control with Microsoft Azure","datePublished":"2025-12-03T17:00:00+00:00","dateModified":"2026-02-25T22:50:58+00:00","mainEntityOfPage":{"@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/new-options-for-ai-powered-innovation-resiliency-and-control-with-microsoft-azure\/"},"wordCount":1467,"commentCount":0,"publisher":{"@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/#organization"},"image":{"@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/new-options-for-ai-powered-innovation-resiliency-and-control-with-microsoft-azure\/#primaryimage"},"thumbnailUrl":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2025\/12\/Azure_Azure_1089567_Blog_251120-compressed-scaled.webp","keywords":["AI","Microsoft Fabric"],"articleSection":["Hybrid + multicloud","Internet of things"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/azure.microsoft.com\/en-us\/blog\/new-options-for-ai-powered-innovation-resiliency-and-control-with-microsoft-azure\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/new-options-for-ai-powered-innovation-resiliency-and-control-with-microsoft-azure\/","url":"https:\/\/azure.microsoft.com\/en-us\/blog\/new-options-for-ai-powered-innovation-resiliency-and-control-with-microsoft-azure\/","name":"New options for AI-powered innovation, resiliency, and control with Microsoft Azure | Microsoft Azure Blog","isPartOf":{"@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/new-options-for-ai-powered-innovation-resiliency-and-control-with-microsoft-azure\/#primaryimage"},"image":{"@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/new-options-for-ai-powered-innovation-resiliency-and-control-with-microsoft-azure\/#primaryimage"},"thumbnailUrl":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2025\/12\/Azure_Azure_1089567_Blog_251120-compressed-scaled.webp","datePublished":"2025-12-03T17:00:00+00:00","dateModified":"2026-02-25T22:50:58+00:00","description":"Find out how we're empowering customers to use Azure services to innovate in environments under their full control.","breadcrumb":{"@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/new-options-for-ai-powered-innovation-resiliency-and-control-with-microsoft-azure\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/azure.microsoft.com\/en-us\/blog\/new-options-for-ai-powered-innovation-resiliency-and-control-with-microsoft-azure\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/new-options-for-ai-powered-innovation-resiliency-and-control-with-microsoft-azure\/#primaryimage","url":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2025\/12\/Azure_Azure_1089567_Blog_251120-compressed-scaled.webp","contentUrl":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2025\/12\/Azure_Azure_1089567_Blog_251120-compressed-scaled.webp","width":2560,"height":1438,"caption":"Interconnected technological web in background. Text reads \"Advancing Azure's adaptive cloud approach.\""},{"@type":"BreadcrumbList","@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/new-options-for-ai-powered-innovation-resiliency-and-control-with-microsoft-azure\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Blog home","item":"https:\/\/azure.microsoft.com\/en-us\/blog\/"},{"@type":"ListItem","position":2,"name":"Hybrid + multicloud","item":"https:\/\/azure.microsoft.com\/en-us\/blog\/category\/hybrid-multicloud\/"},{"@type":"ListItem","position":3,"name":"New options for AI-powered innovation, resiliency, and control with Microsoft Azure"}]},{"@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\/83fe4c04c61d5e58d555ba137c01a107","name":"Garry Guseltsev","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/8476ebc2bcbe54e1843bd5cce3ec249bed771194411b3052815d4c5d272128f2?s=96&d=mm&r=g4f09d3e62b774b84289036a84f6a8c1c","url":"https:\/\/secure.gravatar.com\/avatar\/8476ebc2bcbe54e1843bd5cce3ec249bed771194411b3052815d4c5d272128f2?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/8476ebc2bcbe54e1843bd5cce3ec249bed771194411b3052815d4c5d272128f2?s=96&d=mm&r=g","caption":"Garry Guseltsev"},"url":"https:\/\/azure.microsoft.com\/en-us\/blog\/author\/garryguseltsev\/"}]}},"msxcm_display_generated_audio":false,"msxcm_animated_featured_image":null,"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\/48608","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\/76"}],"replies":[{"embeddable":true,"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/comments?post=48608"}],"version-history":[{"count":15,"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/posts\/48608\/revisions"}],"predecessor-version":[{"id":49610,"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/posts\/48608\/revisions\/49610"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/media\/48901"}],"wp:attachment":[{"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/media?parent=48608"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/categories?post=48608"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/tags?post=48608"},{"taxonomy":"audience","embeddable":true,"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/audience?post=48608"},{"taxonomy":"content-type","embeddable":true,"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/content-type?post=48608"},{"taxonomy":"product","embeddable":true,"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/product?post=48608"},{"taxonomy":"tech-community","embeddable":true,"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/tech-community?post=48608"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/topic?post=48608"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/coauthors?post=48608"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}