{"id":7618,"date":"2022-10-12T00:00:00","date_gmt":"2022-10-12T00:00:00","guid":{"rendered":"https:\/\/azure.microsoft.com\/blog\/drive-efficiency-through-automation-and-ai-with-the-microsoft-cloud"},"modified":"2025-06-11T03:13:45","modified_gmt":"2025-06-11T10:13:45","slug":"drive-efficiency-through-automation-and-ai-with-the-microsoft-cloud","status":"publish","type":"post","link":"https:\/\/azure.microsoft.com\/en-us\/blog\/drive-efficiency-through-automation-and-ai-with-the-microsoft-cloud\/","title":{"rendered":"Drive efficiency through automation and AI with the Microsoft Cloud"},"content":{"rendered":"\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2022\/10\/333c84ff-b0cc-4362-8e00-f963706d2fe4.webp\" alt=\"alt=&quot;&quot;\" title=\"header\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">This year at Microsoft Ignite we <a href=\"https:\/\/aka.ms\/IgniteTS02\" target=\"_blank\" rel=\"noopener\">explore how organizations can activate AI and automation<\/a> directly in their business workflows and empower developers to use those same intelligent building blocks to deliver their own differentiated experiences.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The global pandemic has created unprecedented levels of uncertainty, as well as the need to sense and reshape our physical and digital environments, sometimes in completely new ways. Leaders across industries recognize innovation as the only path forward. Critically, we\u2019ve seen a shift from \u201cinnovation for innovation\u2019s sake\u201d toward a desire to lower operating costs, anticipate trends, reduce carbon footprints, and improve customer and employee experiences. We\u2019re calling this commitment to innovation \u201cdigital perseverance.\u201d<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"do-more-with-less-with-the-microsoft-cloud\">Do more with less with the Microsoft Cloud<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Automation and AI are key ingredients for digital perseverance and helping organizations drive efficiency. <a href=\"https:\/\/powerautomate.microsoft.com\/en-us\/blog\/komatsu-australia-accelerates-hyper-automation-with-power-automate-from-licensing-to-production-in-4-weeks\/\" target=\"_blank\" rel=\"noopener\">Komatsu Australia<\/a>, for example, a leading industrial equipment manufacturer, used Power Automate and AI Builder to automate over 1,000 invoices annually and realize an efficiency gain of 300 hours per year\u2014and that was just for one supplier. These capabilities also improve employee engagement. Of those surveyed in a recent <a href=\"https:\/\/cloudblogs.microsoft.com\/powerplatform\/2022\/05\/24\/low-code-trend-report-2022-building-a-learning-culture-on-a-low-code-platform\" target=\"_blank\" rel=\"noopener\">Microsoft study<\/a>, the use of no-code or low-code platforms or apps is shown to have led to an 83 percent positive impact on work satisfaction. When people are freed from tedious, low-value tasks and feel empowered to contribute their best work, everyone wins.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Organizations are also using AI and automation to reinvent their businesses to stand out from competitors and drive growth. In a recent survey, of respondents investing in AI, 47 percent indicated the main driver was to create new products or services, while only 43 percent indicated the main driver was to improve existing products and services.<sup>1<\/sup> With the Microsoft Cloud, technical and non-technical roles can access leading AI and automation capabilities directly in their flow of work to be more productive. For example, <a href=\"https:\/\/aka.ms\/Fashable\" target=\"_blank\" rel=\"noopener\">Fashable<\/a>, a technology startup in Portugal, is using Azure Machine Learning to reduce \u201cfast fashion\u201d waste by forecasting customer interest in computer-generated fashion designs before ever touching a sewing machine. Another great example is <a href=\"https:\/\/customers.microsoft.com\/en-us\/story\/848700-investec-banking-capital-markets-dynamics-365\" target=\"_blank\" rel=\"noopener\">Investec<\/a>, a global financial services company, which uses conversation intelligence in Microsoft Dynamics 365 Sales to help their sellers be more productive on sales calls, follow up quickly, and preserve valuable customer information, which raises the bar in the sales journey and drives growth.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"automation-and-ai-everywhere-and-for-everyone\">Automation and AI everywhere and for everyone<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">We believe everyone should have access to these transformative technologies, so we\u2019re infusing AI and automation throughout the Microsoft Cloud, from Viva Sales to Power Platform and Azure AI. This means customers can leverage the skills and resources they already have and confidently combine platforms as needed, all while building on a secure, flexible, and integrated foundation within the Microsoft Cloud.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"drive-seller-productivity-and-deeper-customer-engagement-with-dynamics-365-and-viva-sales\">Drive seller productivity and deeper customer engagement with Dynamics 365 and Viva Sales<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">We are infusing automation and AI into Dynamics 365 to help professionals focus on what matters most\u2014creating great customer experiences. Microsoft Viva Sales, a <a href=\"https:\/\/cloudblogs.microsoft.com\/dynamics365\/bdm\/2022\/09\/22\/announcing-the-general-availability-of-viva-sales-an-intelligent-selling-experience-in-microsoft-365-and-teams\/\" target=\"_blank\" rel=\"noopener\">seller experience application now generally available<\/a>, captures customer and deal insights from Microsoft 365 and Teams and populates it within any customer relationship management (CRM) system, eliminating manual data entry and freeing time to focus on selling. Today, we are announcing that <a href=\"https:\/\/aka.ms\/ignite22ci\" target=\"_blank\" rel=\"noopener\">conversation intelligence capabilities will be available to all Dynamics 365 Sales and Viva Sales customers<\/a> at no additional cost. With conversation intelligence, AI guides sales conversations in real time by recommending talking points and sales literature to share with the customer. In addition, sellers receive insights on customer emails within Outlook, which can be updated directly in their CRM.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Read our <a href=\"https:\/\/cloudblogs.microsoft.com\/dynamics365\/\" target=\"_blank\" rel=\"noopener\">Dynamics 365 blog<\/a> and watch the <a href=\"https:\/\/ignite.microsoft.com\/en-US\/sessions\/82628430-f213-40f8-bf1e-8af1a9cff3c4\" target=\"_blank\" rel=\"noopener\">breakout session<\/a> for more announcements and information.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"empower-people-and-automate-processes-with-microsoft-syntex\">Empower people and automate processes with Microsoft Syntex<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Content is everywhere, in the form of videos, audio files, documents, and more. Microsoft research estimates organizations spend nearly $46 billion a year storing and managing content while netting countless hours of manual processing. Content AI transforms how this content is created, processed, and discovered to turn content from a cost into an advantage.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">We\u2019re excited to introduce <a href=\"https:\/\/aka.ms\/syntex\/Ignite2022\" target=\"_blank\" rel=\"noopener\">Microsoft Syntex: Content AI integrated in the flow of work<\/a>. It integrates innovations across the Microsoft Cloud, from Microsoft 365 to Azure, to Power Platform and Microsoft Purview. Syntex automatically reads, tags, and indexes high volumes of content and connects it where it\u2019s needed in context\u2014in search, in applications, and as reusable knowledge. It puts people at the center, with content integrated into collaboration and workflows like eSignature. Customers like <a href=\"https:\/\/aka.ms\/syntex\/customers\/taylormade\" target=\"_blank\" rel=\"noopener\">TaylorMade Golf Company<\/a>, a global golf equipment provider, are using Syntex to empower their people and automate workflows at scale.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Read our <a href=\"https:\/\/aka.ms\/syntex\/Ignite2022\" target=\"_blank\" rel=\"noopener\">Microsoft 365 blog<\/a> and watch the <a href=\"https:\/\/ignite.microsoft.com\/en-US\/sessions\/c57ea881-c3cd-4d06-81c3-17355f4c9490\" target=\"_blank\" rel=\"noopener\">breakout session<\/a> for more information.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"improve-operational-efficiency-by-automating-repetitive-processes-with-power-platform\">Improve operational efficiency by automating repetitive processes with Power Platform<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Low-code enables people and organizations to punch above their weight in IT resources, doing more and at a lower cost, and when it comes to revolutionizing day-to-day processes, there\u2019s nothing quite like Power Platform. Power Platform makes it easy for anyone to build apps and webpages, automate workflows, create virtual agents, and analyze data. At Microsoft Ignite, we\u2019re excited to share new innovations that make AI and low-code more intuitive for users of all skill levels.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Building on the success of GitHub Copilot, we\u2019re bringing <a href=\"https:\/\/aka.ms\/PAutoIgnite22\" target=\"_blank\" rel=\"noopener\">natural language capabilities to Power Automate with description to cloud flows<\/a>. Now, a maker only needs to describe in natural language the flow they want to build and a suggestion of relevant flows is generated\u2014the maker then adds connections to finalize their flow. It\u2019s that easy. In AI Builder, feedback loop gives you the ability to flag and retrain documents for higher accuracy, and there is now additional support for unstructured data and text recognition to identify 164 languages.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Read our <a href=\"https:\/\/cloudblogs.microsoft.com\/powerplatform\/\" target=\"_blank\" rel=\"noopener\">Power Platform blog<\/a> and watch the <a href=\"https:\/\/ignite.microsoft.com\/en-US\/sessions\/6816e090-8678-4281-93cc-c4930489e02c\" target=\"_blank\" rel=\"noopener\">breakout session<\/a> for more announcement and&nbsp;information.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"quickly-and-easily-embed-ai-into-business-apps-with-azure-applied-ai-and-cognitive-services\">Quickly and easily embed AI into business apps with Azure Applied AI and Cognitive Services<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Azure Applied AI Services and Azure Cognitive Services provide developers with pre-built and customizable models to quickly deploy intelligent applications. While AI adoption increased overall during the pandemic, it particularly accelerated use cases like document processing for <a href=\"https:\/\/aka.ms\/hrblockignite2022\" target=\"_blank\" rel=\"noopener\">H&amp;R Block<\/a>, knowledge mining for <a href=\"https:\/\/aka.ms\/beiersdorfcognitivesearchignite2022\" target=\"_blank\" rel=\"noopener\">Beiersdorf<\/a>, and natural language understanding in sales and service scenarios for <a href=\"https:\/\/customers.microsoft.com\/en-us\/story\/1366443616572311730-progressive-insurance-azure-cognitive-services\" target=\"_blank\" rel=\"noopener\">Progressive Insurance<\/a>. These companies are using Azure AI services to remove friction in business-critical processes to help end-users and employees focus their time and energy on valuable work.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Now customers can use a new pre-built model for contracts in the <a href=\"https:\/\/formrecognizer.appliedai.azure.com\/studio\" target=\"_blank\" rel=\"noopener\">Azure Form Recognizer Studio<\/a> to extract entities such as parties and payment terms for downstream processing. Azure OpenAI Service, available in preview, <a href=\"https:\/\/aka.ms\/DALLE-Interest\" target=\"_blank\" rel=\"noopener\">now offers access to DALL\u00b7E 2 by invitation<\/a>. Azure Cognitive Service for Language now <a href=\"https:\/\/techcommunity.microsoft.com\/t5\/ai-cognitive-services-blog\/what-s-new-in-azure-cognitive-services-for-language\/ba-p\/3643388\" target=\"_blank\" rel=\"noopener\">offers expanded summarization, contact center capabilities, language support, and Language Studio enhancements<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For more information, please visit the <a href=\"https:\/\/aka.ms\/AAi3w0t\" target=\"_blank\" rel=\"noopener\">Microsoft AI blog<\/a> and <a href=\"https:\/\/techcommunity.microsoft.com\/t5\/artificial-intelligence-and\/ct-p\/AI\" target=\"_blank\" rel=\"noopener\">TechCommunity blog<\/a>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"build-and-deploy-responsible-machine-learning-models-faster-to-enhance-productivity-at-any-scale-with-azure-machine-learning\">Build and deploy responsible machine learning models faster to enhance productivity at any scale with Azure Machine Learning<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">For organizations building custom predictive models, Azure Machine Learning provides a powerful, unified machine learning platform to help teams get models into production more quickly. To enhance collaboration, we\u2019re excited to announce <a href=\"https:\/\/aka.ms\/Ignite22\/registries\" target=\"_blank\" rel=\"noopener\">Azure Machine Learning registries<\/a>, enabling teams to share registries at the tenant and organization level for greater repeatability and scale. To help customers do more with less, we\u2019ve also consolidated open source tools within the <a href=\"https:\/\/aka.ms\/RAIdashboardGA\" target=\"_blank\" rel=\"noopener\">Responsible AI Dashboard, now generally available<\/a>, for easier debugging directly within a data scientist\u2019s workflow. Finally, we\u2019re helping organizations build with the frameworks they already know and love. Our <a href=\"https:\/\/aka.ms\/Ignite22\/ACPT\" target=\"_blank\" rel=\"noopener\">latest release for Azure Container for PyTorch<\/a> enables teams to optimize training for PyTorch models directly within the Azure Machine Learning Studio or SDK.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Visit the&nbsp;<a href=\"https:\/\/techcommunity.microsoft.com\/t5\/ai-machine-learning-blog\/bg-p\/MachineLearningBlog\" target=\"_blank\" rel=\"noopener\">TechCommunity<\/a>&nbsp;blog and watch the <a href=\"https:\/\/ignite.microsoft.com\/en-US\/sessions\/e154bc47-b4f8-4f81-b450-fc099e25b95f\" target=\"_blank\" rel=\"noopener\">breakout session<\/a> for more information and announcements.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"drive-the-next-level-of-insights-efficiency-and-sustainability-with-the-industrial-metaverse\">Drive the next level of insights, efficiency, and sustainability with the industrial metaverse<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">When you think about how data, automation, and AI can combine to make a real impact, one of the most compelling scenarios is in the industrial metaverse. One example is how <a href=\"https:\/\/customers.microsoft.com\/en-us\/story\/1506576177291156037-bosch-azure-iot-en\" target=\"_blank\" rel=\"noopener\">Bosch built their industrial metaverse with different users\u2019 needs in mind<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bosch is reducing complexity on their factory floors by using the Internet of Things (IoT) and Azure Digital Twins to optimize predictive maintenance. Their machines trigger an alert when there\u2019s an issue and before something breaks down. The alerts are automatically routed through Microsoft Teams\u2014for simple issues\u2014or Microsoft Dynamics 365 Field Service, when a service ticket is needed. And all the data from this system feeds back into itself, continuously improving Bosch\u2019s predictive maintenance models over time. By combining platforms, Bosch empowers everyone from their frontline workers, to operations managers, and data scientists to contribute their expertise and deliver greater efficiency. That\u2019s the kind of disruption that makes Bosch a leader in the manufacturing industry.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">To learn more about how Microsoft is helping customers build their industrial metaverse, watch the <a href=\"https:\/\/aka.ms\/IgniteKEY13H\" target=\"_blank\" rel=\"noopener\">keynote by Judson Althoff<\/a> and the <a href=\"https:\/\/ignite.microsoft.com\/en-US\/sessions\/67512ddf-e0ee-489c-a013-86f33e69c916\" target=\"_blank\" rel=\"noopener\">breakout session with CBRE<\/a>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"digital-perseverance-is-inclusive-and-responsible\">Digital perseverance is inclusive and responsible<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Digital perseverance allows organizations to thrive despite uncertainty by harnessing digital technology to achieve their business goals and do more with less. Microsoft provides an unmatched foundation for this, combining leading platforms for <a href=\"https:\/\/cloudblogs.microsoft.com\/dynamics365\/bdm\/2022\/08\/11\/microsoft-is-a-leader-in-the-forrester-wave-crm-suites-q3-2022\/\" target=\"_blank\" rel=\"noopener\">CRM<\/a>, <a href=\"https:\/\/powerautomate.microsoft.com\/blog\/microsoft-named-a-leader-in-the-2022-gartner-magic-quadrant-for-robotic-process-automation\" target=\"_blank\" rel=\"noopener\">Robotic Process Automation<\/a>, and <a href=\"https:\/\/azure.microsoft.com\/blog\/microsoft-is-a-leader-in-2022-gartner-magic-quadrant-for-cloud-ai-developer-services\" target=\"_blank\" rel=\"noopener\">Cloud AI Developer Services<\/a>, among others. We\u2019re also committed to the advancement of AI that\u2019s <a href=\"https:\/\/www.microsoft.com\/ai\/our-approach\" target=\"_blank\" rel=\"noopener\">driven by principles that put people first<\/a>, enabling our customers and partners to innovate responsibly for the future of work. By democratizing leading and responsible innovation across the Microsoft Cloud, we\u2019re helping customers get the most out of their technology stack and ensuring everyone from the frontline to the back office can contribute their best work.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"learn-more-about-azure-and-ai-at-microsoft-ignite\">Learn more about Azure and AI at Microsoft Ignite<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"wp-block-list-item\">Watch <a href=\"https:\/\/aka.ms\/Ignite22\/sessions\/AutomationAI\" target=\"_blank\" rel=\"noopener\">Microsoft Ignite <\/a>on-demand sessions to learn how to do\u00a0more with less using\u00a0the Microsoft Cloud.<\/li>\n\n\n\n<li class=\"wp-block-list-item\">Explore all <a href=\"https:\/\/azure.microsoft.com\/blog\/\" target=\"_blank\" rel=\"noopener\">Microsoft Ignite<\/a> announcements on the Azure Blog.<\/li>\n\n\n\n<li class=\"wp-block-list-item\"><a href=\"https:\/\/aka.ms\/DALLE-Interest\" target=\"_blank\" rel=\"noopener\">Sign up to receive the latest updates<\/a> on how DALL\u00b7E is being used in Azure OpenAI Service and across Microsoft.<\/li>\n\n\n\n<li class=\"wp-block-list-item\">Get started with <a href=\"https:\/\/aka.ms\/IgniteCollectionTS02\" target=\"_blank\" rel=\"noopener\">Microsoft Learn<\/a> to build automation and AI skills.<\/li>\n\n\n\n<li class=\"wp-block-list-item\"><a href=\"https:\/\/www.microsoft.com\/ai\/intelligent-apps\" target=\"_blank\" rel=\"noopener\">Learn more<\/a> about how AI is built into Microsoft apps and features that you use every day.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<p class=\"wp-block-paragraph\"><sup>1<\/sup>Gartner: <a href=\"https:\/\/www.gartner.com\/en\/documents\/4007140\" target=\"_blank\" rel=\"noopener\">Forecast Analysis: Artificial Intelligence Software, Worldwide<\/a>, By Analyst(s): Alys Woodward, Anna Griffen, Alan Priestley, Jim Hare, Eric Hunter, Kevin Quinn, October 20, 2021<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><i>GARTNER is a registered trademark and service mark of Gartner, Inc. and\/or its affiliates in the U.S. and internationally and is used herein with permission. All rights reserved.<\/i><\/p>\n","protected":false},"excerpt":{"rendered":"<p>This year at Microsoft Ignite, we explore how organizations can activate AI and automation directly in their business workflows and empower developers to use those same intelligent building blocks to deliver their own differentiated experiences.<\/p>\n","protected":false},"author":1,"featured_media":0,"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":"","_alt_title":"","footnotes":"","msx_community_cta_settings":[]},"categories":[1454,1485],"tags":[],"audience":[3057,3055,3056],"content-type":[1460],"product":[1493,1795],"tech-community":[],"topic":[],"coauthors":[1705],"class_list":["post-7618","post","type-post","status-publish","format-standard","hentry","category-ai-machine-learning","category-internet-of-things","audience-data-professionals","audience-developers","audience-it-implementors","content-type-events","product-azure-machine-learning","product-azure-openai","review-flag-1680286581-295","review-flag-1680286581-56","review-flag-1680286584-658","review-flag-1-1680286581-825","review-flag-2-1680286581-601","review-flag-and-o-1680286581-349","review-flag-artif-1680286586-345","review-flag-gartn-1680286585-730","review-flag-inter-1680286585-376","review-flag-iot-1680286585-835","review-flag-lever-1680286579-649","review-flag-machi-1680286585-314","review-flag-new-1680286579-546","review-flag-percent"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Drive efficiency through automation and AI with the Microsoft Cloud | Microsoft Azure Blog<\/title>\n<meta name=\"description\" content=\"This year at Microsoft Ignite, we explore how organizations can activate AI and automation directly in their business workflows and empower developers to use those same intelligent building blocks to deliver their own differentiated experiences.\" \/>\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\/drive-efficiency-through-automation-and-ai-with-the-microsoft-cloud\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Drive efficiency through automation and AI with the Microsoft Cloud | Microsoft Azure Blog\" \/>\n<meta property=\"og:description\" content=\"This year at Microsoft Ignite, we explore how organizations can activate AI and automation directly in their business workflows and empower developers to use those same intelligent building blocks to deliver their own differentiated experiences.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/azure.microsoft.com\/en-us\/blog\/drive-efficiency-through-automation-and-ai-with-the-microsoft-cloud\/\" \/>\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=\"2022-10-12T00:00:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-06-11T10:13:45+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2022\/10\/333c84ff-b0cc-4362-8e00-f963706d2fe4.webp\" \/>\n<meta name=\"author\" content=\"Jessica Hawk\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\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=\"Jessica Hawk\" \/>\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\/drive-efficiency-through-automation-and-ai-with-the-microsoft-cloud\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/drive-efficiency-through-automation-and-ai-with-the-microsoft-cloud\/\"},\"author\":[{\"@id\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/author\/jessica-hawk\/\",\"@type\":\"Person\",\"@name\":\"Jessica Hawk\"}],\"headline\":\"Drive efficiency through automation and AI with the Microsoft Cloud\",\"datePublished\":\"2022-10-12T00:00:00+00:00\",\"dateModified\":\"2025-06-11T10:13:45+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/drive-efficiency-through-automation-and-ai-with-the-microsoft-cloud\/\"},\"wordCount\":1755,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/drive-efficiency-through-automation-and-ai-with-the-microsoft-cloud\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2022\/10\/333c84ff-b0cc-4362-8e00-f963706d2fe4.webp\",\"articleSection\":[\"AI + machine learning\",\"Internet of things\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/azure.microsoft.com\/en-us\/blog\/drive-efficiency-through-automation-and-ai-with-the-microsoft-cloud\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/drive-efficiency-through-automation-and-ai-with-the-microsoft-cloud\/\",\"url\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/drive-efficiency-through-automation-and-ai-with-the-microsoft-cloud\/\",\"name\":\"Drive efficiency through automation and AI with the Microsoft Cloud | Microsoft Azure Blog\",\"isPartOf\":{\"@id\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/drive-efficiency-through-automation-and-ai-with-the-microsoft-cloud\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/drive-efficiency-through-automation-and-ai-with-the-microsoft-cloud\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2022\/10\/333c84ff-b0cc-4362-8e00-f963706d2fe4.webp\",\"datePublished\":\"2022-10-12T00:00:00+00:00\",\"dateModified\":\"2025-06-11T10:13:45+00:00\",\"description\":\"This year at Microsoft Ignite, we explore how organizations can activate AI and automation directly in their business workflows and empower developers to use those same intelligent building blocks to deliver their own differentiated experiences.\",\"breadcrumb\":{\"@id\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/drive-efficiency-through-automation-and-ai-with-the-microsoft-cloud\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/azure.microsoft.com\/en-us\/blog\/drive-efficiency-through-automation-and-ai-with-the-microsoft-cloud\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/drive-efficiency-through-automation-and-ai-with-the-microsoft-cloud\/#primaryimage\",\"url\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2022\/10\/333c84ff-b0cc-4362-8e00-f963706d2fe4.webp\",\"contentUrl\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2022\/10\/333c84ff-b0cc-4362-8e00-f963706d2fe4.webp\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/drive-efficiency-through-automation-and-ai-with-the-microsoft-cloud\/#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\":\"Drive efficiency through automation and AI with the Microsoft Cloud\"}]},{\"@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\/c702e5edd662b328b49b7e1180cab117\",\"name\":\"shakir\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/secure.gravatar.com\/avatar\/9342c7c05bb16548741bc5cd3a3e3b7ee0c8e746844ad2cc582db5beb5514c6f?s=96&d=mm&r=g7664e653ea371ce16eaf75e9fa8952c4\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/9342c7c05bb16548741bc5cd3a3e3b7ee0c8e746844ad2cc582db5beb5514c6f?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/9342c7c05bb16548741bc5cd3a3e3b7ee0c8e746844ad2cc582db5beb5514c6f?s=96&d=mm&r=g\",\"caption\":\"shakir\"},\"sameAs\":[\"https:\/\/azure.microsoft.com\"],\"url\":\"https:\/\/azure.microsoft.com\/en-us\/blog\/author\/shakir\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Drive efficiency through automation and AI with the Microsoft Cloud | Microsoft Azure Blog","description":"This year at Microsoft Ignite, we explore how organizations can activate AI and automation directly in their business workflows and empower developers to use those same intelligent building blocks to deliver their own differentiated experiences.","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\/drive-efficiency-through-automation-and-ai-with-the-microsoft-cloud\/","og_locale":"en_US","og_type":"article","og_title":"Drive efficiency through automation and AI with the Microsoft Cloud | Microsoft Azure Blog","og_description":"This year at Microsoft Ignite, we explore how organizations can activate AI and automation directly in their business workflows and empower developers to use those same intelligent building blocks to deliver their own differentiated experiences.","og_url":"https:\/\/azure.microsoft.com\/en-us\/blog\/drive-efficiency-through-automation-and-ai-with-the-microsoft-cloud\/","og_site_name":"Microsoft Azure Blog","article_publisher":"https:\/\/www.facebook.com\/microsoftazure","article_published_time":"2022-10-12T00:00:00+00:00","article_modified_time":"2025-06-11T10:13:45+00:00","og_image":[{"url":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2022\/10\/333c84ff-b0cc-4362-8e00-f963706d2fe4.webp","type":"","width":"","height":""}],"author":"Jessica Hawk","twitter_card":"summary_large_image","twitter_creator":"@azure","twitter_site":"@azure","twitter_misc":{"Written by":"Jessica Hawk","Est. reading time":"8 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/drive-efficiency-through-automation-and-ai-with-the-microsoft-cloud\/#article","isPartOf":{"@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/drive-efficiency-through-automation-and-ai-with-the-microsoft-cloud\/"},"author":[{"@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/author\/jessica-hawk\/","@type":"Person","@name":"Jessica Hawk"}],"headline":"Drive efficiency through automation and AI with the Microsoft Cloud","datePublished":"2022-10-12T00:00:00+00:00","dateModified":"2025-06-11T10:13:45+00:00","mainEntityOfPage":{"@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/drive-efficiency-through-automation-and-ai-with-the-microsoft-cloud\/"},"wordCount":1755,"commentCount":0,"publisher":{"@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/#organization"},"image":{"@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/drive-efficiency-through-automation-and-ai-with-the-microsoft-cloud\/#primaryimage"},"thumbnailUrl":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2022\/10\/333c84ff-b0cc-4362-8e00-f963706d2fe4.webp","articleSection":["AI + machine learning","Internet of things"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/azure.microsoft.com\/en-us\/blog\/drive-efficiency-through-automation-and-ai-with-the-microsoft-cloud\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/drive-efficiency-through-automation-and-ai-with-the-microsoft-cloud\/","url":"https:\/\/azure.microsoft.com\/en-us\/blog\/drive-efficiency-through-automation-and-ai-with-the-microsoft-cloud\/","name":"Drive efficiency through automation and AI with the Microsoft Cloud | Microsoft Azure Blog","isPartOf":{"@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/drive-efficiency-through-automation-and-ai-with-the-microsoft-cloud\/#primaryimage"},"image":{"@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/drive-efficiency-through-automation-and-ai-with-the-microsoft-cloud\/#primaryimage"},"thumbnailUrl":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2022\/10\/333c84ff-b0cc-4362-8e00-f963706d2fe4.webp","datePublished":"2022-10-12T00:00:00+00:00","dateModified":"2025-06-11T10:13:45+00:00","description":"This year at Microsoft Ignite, we explore how organizations can activate AI and automation directly in their business workflows and empower developers to use those same intelligent building blocks to deliver their own differentiated experiences.","breadcrumb":{"@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/drive-efficiency-through-automation-and-ai-with-the-microsoft-cloud\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/azure.microsoft.com\/en-us\/blog\/drive-efficiency-through-automation-and-ai-with-the-microsoft-cloud\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/drive-efficiency-through-automation-and-ai-with-the-microsoft-cloud\/#primaryimage","url":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2022\/10\/333c84ff-b0cc-4362-8e00-f963706d2fe4.webp","contentUrl":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-content\/uploads\/2022\/10\/333c84ff-b0cc-4362-8e00-f963706d2fe4.webp"},{"@type":"BreadcrumbList","@id":"https:\/\/azure.microsoft.com\/en-us\/blog\/drive-efficiency-through-automation-and-ai-with-the-microsoft-cloud\/#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":"Drive efficiency through automation and AI with the Microsoft Cloud"}]},{"@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\/c702e5edd662b328b49b7e1180cab117","name":"shakir","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/9342c7c05bb16548741bc5cd3a3e3b7ee0c8e746844ad2cc582db5beb5514c6f?s=96&d=mm&r=g7664e653ea371ce16eaf75e9fa8952c4","url":"https:\/\/secure.gravatar.com\/avatar\/9342c7c05bb16548741bc5cd3a3e3b7ee0c8e746844ad2cc582db5beb5514c6f?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/9342c7c05bb16548741bc5cd3a3e3b7ee0c8e746844ad2cc582db5beb5514c6f?s=96&d=mm&r=g","caption":"shakir"},"sameAs":["https:\/\/azure.microsoft.com"],"url":"https:\/\/azure.microsoft.com\/en-us\/blog\/author\/shakir\/"}]}},"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\/7618","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\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/comments?post=7618"}],"version-history":[{"count":1,"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/posts\/7618\/revisions"}],"predecessor-version":[{"id":41385,"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/posts\/7618\/revisions\/41385"}],"wp:attachment":[{"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/media?parent=7618"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/categories?post=7618"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/tags?post=7618"},{"taxonomy":"audience","embeddable":true,"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/audience?post=7618"},{"taxonomy":"content-type","embeddable":true,"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/content-type?post=7618"},{"taxonomy":"product","embeddable":true,"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/product?post=7618"},{"taxonomy":"tech-community","embeddable":true,"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/tech-community?post=7618"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/topic?post=7618"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/azure.microsoft.com\/en-us\/blog\/wp-json\/wp\/v2\/coauthors?post=7618"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}