{"id":118477,"date":"2024-10-09T08:00:00","date_gmt":"2024-10-09T15:00:00","guid":{"rendered":""},"modified":"2025-04-10T17:18:21","modified_gmt":"2025-04-11T00:18:21","slug":"microsoft-cloud-for-sustainability-drive-specific-reduction-and-reporting-targets-with-ai","status":"publish","type":"post","link":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/sustainability\/2024\/10\/09\/microsoft-cloud-for-sustainability-drive-specific-reduction-and-reporting-targets-with-ai\/","title":{"rendered":"Microsoft Cloud for Sustainability: Drive specific reduction and reporting targets with AI"},"content":{"rendered":"\n<p>To help accelerate sustainability progress at <a href=\"https:\/\/blogs.microsoft.com\/on-the-issues\/2023\/11\/16\/accelerating-sustainability-ai-playbook\/\" target=\"_blank\" rel=\"noreferrer noopener\">speed and scale<\/a>, Microsoft is actively expanding AI in our <a href=\"https:\/\/www.microsoft.com\/sustainability\/cloud\">Microsoft Cloud for Sustainability<\/a>. In this blog, we\u2019ll explore the latest advancements, including enhancements to AI-powered analytics and reporting in Microsoft Sustainability Manager, the general availability (GA) of what-if analysis and intelligent insights, updates to Project ESG Reporting, and other key updates. Find out how these tools can help you make data-driven decisions, streamline reporting, and accelerate progress. Using them, you can not only help meet reporting requirements, but also gain a competitive edge in your sustainability efforts.&nbsp;<\/p>\n\n\n<div class=\"wp-block-msxcm-cta-block\" data-moray data-bi-an=\"CTA Block\">\n\t<div class=\"card d-block mx-ng mx-md-0\">\n\t\t<div class=\"row no-gutters material-color-brand-light bg-fabric-white\">\n\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/CLO22_NatureExpansive_012-1024x683.jpg\" class=\"card-img img-object-cover\" alt=\"View of still waters at Malibu Creek State Park within the Santa Monica Mountains National Recreation Area in California. Planet of the Apes was filmed in this park.\" srcset=\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/CLO22_NatureExpansive_012-1024x683.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/CLO22_NatureExpansive_012-300x200.jpg 300w, https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/CLO22_NatureExpansive_012-768x512.jpg 768w, https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/CLO22_NatureExpansive_012-1536x1025.jpg 1536w, https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/CLO22_NatureExpansive_012-2048x1366.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t<\/div>\n\t\t\t\n\t\t\t<div class=\"d-flex col-md\">\n\t\t\t\t<div class=\"card-body align-self-center p-4 p-md-5\">\n\t\t\t\t\t\n\t\t\t\t\t<h2>Microsoft Cloud for Sustainability<\/h2>\n\n\t\t\t\t\t<div class=\"mb-3\">\n\t\t\t\t\t\t<p>Record, report, and reduce your environmental impacts using the power of data and AI.<\/p>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"link-group\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.microsoft.com\/sustainability\/cloud\" class=\"btn btn-link text-decoration-none p-0\" target=\"_blank\">\n\t\t\t\t\t\t\t\t<span>Try it today<\/span>\n\t\t\t\t\t\t\t\t<span class=\"glyph-append glyph-append-chevron-right glyph-append-xsmall\"><\/span>\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"tighten-your-emissions-goals-with-what-if-analysis-now-generally-available\">Tighten your emissions goals with what-if analysis\u2014now generally available<\/h2>\n\n\n\n<p>Conducting <strong>what-if analysis<\/strong> in <a href=\"https:\/\/www.microsoft.com\/sustainability\/microsoft-sustainability-manager\">Sustainability Manager<\/a> allows organizations to evaluate their current carbon emission trends against the projected effects of altering variables within their business practices. Put simply, companies can intelligently forecast the long-term effects of altering their practices on their emissions footprint. With this GA release, the what-if analysis capability is enhanced to help businesses advance toward their objectives more quickly.&nbsp;&nbsp;<\/p>\n\n\n\n<p>Organizations can now extend their forecast horizons longer, based on the amount of historical data incorporated, by utilizing the what-if analysis feature. Typically, the forecast horizon spans about half the duration of the historical data used. An organization with four years of historical data, for example, can expect to see a forecast of up to two years. This allows businesses to create more informed and strategic plans for reducing their carbon footprint. By estimating the long-term effects of different emission reduction strategies, companies can help identify actions to take toward meeting reporting requirements and enhancing their progress toward goals.&nbsp;&nbsp;<\/p>\n\n\n\n<p>With increased customizability, organizations can select specific fields to manipulate within forecasts, rather than being restricted to the default fields available in earlier versions. Fields can also be layered together to enable the prediction and comparison of different reduction strategies&#8217; outcomes in a single view. Up to three forecasts can be layered to help identify optimal reduction opportunities.&nbsp;<\/p>\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/WIA-variables-example-1024x529.webp\" alt=\"Microsoft Sustainability Manager dashboard showing enhanced what-if analysis, allowing users to customize variables to deliver more precise insights.\" class=\"wp-image-118511 webp-format\" srcset=\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/WIA-variables-example-1024x529.webp 1024w, https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/WIA-variables-example-300x155.webp 300w, https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/WIA-variables-example-768x397.webp 768w, https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/WIA-variables-example-1536x793.webp 1536w, https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/WIA-variables-example.webp 1818w\" data-orig-src=\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/WIA-variables-example-1024x529.webp\"><\/figure>\n\n\n\n<p><em>Figure 1. Customizable what-if analysis allows users to alter variables to deliver more precise insights.<\/em>&nbsp;<\/p>\n\n\n\n<p>With customizable what-if analysis, organizations ultimately enable greater precision and flexibility in their sustainability efforts. They can make more informed decisions, tailored to specific needs and goals, and drive more targeted progress toward reporting and long-term sustainability objectives. Moreover, through intelligent forecasting, they can preempt potential issues and sharpen strategic planning to help save time and resources.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"526\" src=\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/WIA-layered-scenario-1024x526.jpg\" alt=\"Sustainability Manager dashboard showing layered forecasting, enabling organizations to estimate and compare the outcomes of different reduction strategies in a single view.\" class=\"wp-image-118512\" srcset=\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/WIA-layered-scenario-1024x526.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/WIA-layered-scenario-300x154.jpg 300w, https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/WIA-layered-scenario-768x394.jpg 768w, https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/WIA-layered-scenario-1536x789.jpg 1536w, https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/WIA-layered-scenario.jpg 1690w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><em>Figure <em>2<\/em>. With layered forecasting, organizations can estimate and compare the outcomes of different reduction strategies in a single view.&nbsp;<\/em><\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-16018d1d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-75\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/learn.microsoft.com\/industry\/sustainability\/sustainability-manager-analytics-what-if-analysis\" target=\"_blank\" rel=\"noreferrer noopener\">Learn more about what-if analysis<\/a><\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"strengthen-analysis-and-decision-making-with-intelligent-insights\">Strengthen analysis and decision-making with intelligent insights<\/h2>\n\n\n\n<p>Building on the predictive capabilities of what-if analysis, <strong>intelligent insights<\/strong> in Microsoft Sustainability Manager further assists decision-making by enabling deep, <a href=\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/sustainability\/2024\/02\/13\/drive-sustainability-transformation-faster-with-new-data-and-ai-capabilities\/\">AI-driven data analysis and actionable insights<\/a>.<strong> <\/strong>The intelligent insights capability, also now generally available, helps organizations analyze complex data patterns and drive meaning from data to make more informed decisions. This feature helps identify data trends and gaps as well as hidden opportunities for efficiency, allowing businesses to optimize costs, form targeted strategies, and make better progress.&nbsp;<\/p>\n\n\n\n<p>Used with what-if analysis to simulate different scenarios, businesses can assess the potential impact of various decisions, evaluate the outcomes of different strategies before implementation, and understand potential risks and benefits. As a result, businesses can plan more effectively and avoid potential pitfalls.&nbsp;<\/p>\n\n\n\n<p>Overall, the intelligent insights capability provides businesses with a competitive edge by enabling them to make smarter, more data-driven decisions. By leveraging AI to help analyze complex data patterns, businesses can uncover valuable insights that drive better outcomes and support long-term success. Whether it&#8217;s optimizing operations, accelerating sustainability progress, or responding to market expectations, intelligent insights offer a wealth of benefits that can help transform the way businesses operate.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-16018d1d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-75\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/learn.microsoft.com\/industry\/sustainability\/sustainability-manager-intelligent-insights\" target=\"_blank\" rel=\"noreferrer noopener\">Learn more about intelligent insights<\/a><\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"tackle-multiple-reporting-standards-with-project-esg-reporting\">Tackle multiple reporting standards with Project ESG Reporting<\/h2>\n\n\n<div class=\"wp-block-msxcm-kicker-container\">\n\t<div class=\" wp-block-msxcm-kicker-block wp-block-msxcm-kicker--align-right\" data-bi-an=\"Kicker Right\">\n\t\t<p class=\"wp-block-msxcm-kicker__title small text-neutral-400 text-uppercase\">\n\t\t\tDriving business value with ESG data readiness\t\t<\/p>\n\t\t<a\n\t\t\tclass=\"wp-block-msxcm-kicker__cta btn btn-link p-0 text-decoration-none\"\n\t\t\thref=\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/sustainability\/2024\/09\/25\/driving-business-value-with-esg-data-readiness\/\"\n\t\t\ttarget=\"_blank\"\t\t>\n\t\t\t<span>Read the blog<\/span> <span class=\"glyph-append glyph-append-xsmall wp-block-msxcm-kicker__glyph glyph-append-chevron-right\"><\/span>\n\t\t<\/a>\n\t<\/div>\n<\/div>\n\n\n\n<p><a href=\"https:\/\/learn.microsoft.com\/industry\/sustainability\/project-esg-reporting-overview\" target=\"_blank\" rel=\"noreferrer noopener\">Project ESG Reporting (preview)<\/a> offers a collection of templates, frameworks, and directives that can be populated and reused for future reports, helping organizations streamline the reporting process. These tools are designed to support organizations in their sustainability reporting journeys, making it easier to track progress, identify areas for improvement, and communicate their sustainability efforts effectively.&nbsp;<\/p>\n\n\n\n<p>New <strong>SASB templates (preview)<\/strong> enable drafting responses to Sustainability Accounting Standards Board (SASB) Standards across a wide array of industries. Overseen by the International Sustainability Standards Board (ISSB), SASB Standards facilitate reporting on industry-related sustainability risks and opportunities over short, medium, or long terms, across 77 industries. Get more information about the <a href=\"https:\/\/learn.microsoft.com\/en-us\/industry\/sustainability\/project-esg-reporting-standards\" target=\"_blank\" rel=\"noreferrer noopener\">templates for SASB and other standards<\/a>.&nbsp;<\/p>\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/SASB-screenshot-1024x520.webp\" alt=\"Project ESG Reporting screenshot showing how organizations can use the application (preview) to streamline reporting for multiple standards.\" class=\"wp-image-118513 webp-format\" srcset=\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/SASB-screenshot-1024x520.webp 1024w, https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/SASB-screenshot-300x152.webp 300w, https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/SASB-screenshot-768x390.webp 768w, https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/SASB-screenshot-1536x780.webp 1536w, https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/SASB-screenshot.webp 1907w\" data-orig-src=\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/SASB-screenshot-1024x520.webp\"><\/figure>\n\n\n\n<p><em>Figure <em>3<\/em>. Organizations can streamline the reporting process for SASB and other standards, using Project ESG Reporting (preview).&nbsp;<\/em><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"improve-greenhouse-gas-calculations-with-defra-emission-factors\">Improve greenhouse gas calculations with DEFRA emission factors<\/h2>\n\n\n\n<p>Microsoft Sustainability Manager also now includes <strong>Department for Environment, Food, and Rural Affairs (DEFRA) 2023 and 2024 emission factors<\/strong> in the factor library. With DEFRA factors, organizations can calculate greenhouse gas (GHG) emissions from a range of activities, including energy use, water consumption, waste disposal, recycling, and transport activities. <\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-16018d1d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-75\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/learn.microsoft.com\/industry\/sustainability\/calculate-emission-factors\" target=\"_blank\" rel=\"noreferrer noopener\">Learn more about configuring emission factors<\/a><\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"learn-more-about-sustainability-solutions-with-microsoft\">Learn more about sustainability solutions with Microsoft<\/h2>\n\n\n\n<p>Bookmark <a href=\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/sustainability\/\">Microsoft Industry Blogs: Sustainability<\/a> for the latest updates, including new capabilities in Microsoft Cloud for Sustainability.\u202f\u202f\u202f&nbsp;<\/p>\n\n\n\n<p>Discover solutions with\u202f<a href=\"https:\/\/www.microsoft.com\/sustainability\/microsoft-sustainability-manager\" target=\"_blank\" rel=\"noreferrer noopener\">Microsoft Sustainability Manager<\/a>.\u202f\u202f&nbsp;<\/p>\n\n\n\n<p>Explore the\u202f<a href=\"https:\/\/community.sustainability.microsoft.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Microsoft Cloud for Sustainability Community<\/a>,\u202fwhere you can find answers to questions and connect with peers and experts.\u202f\u202f&nbsp;<\/p>\n\n\n\n<p>See <a href=\"https:\/\/review.learn.microsoft.com\/en-us\/industry\/sustainability\/whats-new-2024-07?branch=main&amp;branchFallbackFrom=pr-en-us-1830\" target=\"_blank\" rel=\"noreferrer noopener\">what\u2019s new<\/a> in <a href=\"https:\/\/www.microsoft.com\/sustainability\/cloud\">Microsoft Cloud for Sustainability<\/a>.\u202f&nbsp;&nbsp;&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>To help accelerate sustainability progress at speed and scale, Microsoft is actively expanding AI in Microsoft Cloud for Sustainability.<\/p>\n","protected":false},"author":847,"featured_media":118591,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"ms_queue_id":["sustainability-content-sync"],"ep_exclude_from_search":false,"_classifai_error":"","_classifai_text_to_speech_error":"","footnotes":""},"categories":[3966],"post_tag":[4289,4412],"content-type":[1492],"coauthors":[3852],"class_list":["post-118477","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-sustainability","tag-ai","tag-microsoft-sustainability-manager","content-type-news-and-announcements","review-flag-1-1593580433-637","review-flag-2-1593580438-395","review-flag-3-1593580443-547","review-flag-ai-driven-ai-driven","review-flag-ga-1593580757-323","review-flag-gener-1593580752-626","review-flag-new-1593580249-279"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Microsoft Cloud for Sustainability: Drive specific reduction and reporting targets with AI - Microsoft Industry Blogs<\/title>\n<meta name=\"description\" content=\"To help accelerate sustainability progress at speed and scale, Microsoft is actively expanding AI in our Microsoft Cloud for Sustainability. Learn more,\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/sustainability\/2024\/10\/09\/microsoft-cloud-for-sustainability-drive-specific-reduction-and-reporting-targets-with-ai\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Microsoft Cloud for Sustainability: Drive specific reduction and reporting targets with AI - Microsoft Industry Blogs\" \/>\n<meta property=\"og:description\" content=\"To help accelerate sustainability progress at speed and scale, Microsoft is actively expanding AI in our Microsoft Cloud for Sustainability. Learn more,\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/sustainability\/2024\/10\/09\/microsoft-cloud-for-sustainability-drive-specific-reduction-and-reporting-targets-with-ai\/\" \/>\n<meta property=\"og:site_name\" content=\"Microsoft Industry Blogs\" \/>\n<meta property=\"article:published_time\" content=\"2024-10-09T15:00:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-04-11T00:18:21+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/GettyImages-1170687091-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1440\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Brandon Potter\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/GettyImages-1170687091-scaled.jpg\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Brandon Potter\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 min read\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/sustainability\/2024\/10\/09\/microsoft-cloud-for-sustainability-drive-specific-reduction-and-reporting-targets-with-ai\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/sustainability\/2024\/10\/09\/microsoft-cloud-for-sustainability-drive-specific-reduction-and-reporting-targets-with-ai\/\"},\"author\":[{\"@id\":\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/author\/brandon-porter\/\",\"@type\":\"Person\",\"@name\":\"Brandon Potter\"}],\"headline\":\"Microsoft Cloud for Sustainability: Drive specific reduction and reporting targets with AI\",\"datePublished\":\"2024-10-09T15:00:00+00:00\",\"dateModified\":\"2025-04-11T00:18:21+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/sustainability\/2024\/10\/09\/microsoft-cloud-for-sustainability-drive-specific-reduction-and-reporting-targets-with-ai\/\"},\"wordCount\":910,\"publisher\":{\"@id\":\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/sustainability\/2024\/10\/09\/microsoft-cloud-for-sustainability-drive-specific-reduction-and-reporting-targets-with-ai\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/GettyImages-1170687091-scaled.jpg\",\"keywords\":[\"AI\",\"Microsoft Sustainability Manager\"],\"articleSection\":[\"Sustainability\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/sustainability\/2024\/10\/09\/microsoft-cloud-for-sustainability-drive-specific-reduction-and-reporting-targets-with-ai\/\",\"url\":\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/sustainability\/2024\/10\/09\/microsoft-cloud-for-sustainability-drive-specific-reduction-and-reporting-targets-with-ai\/\",\"name\":\"Microsoft Cloud for Sustainability: Drive specific reduction and reporting targets with AI - Microsoft Industry Blogs\",\"isPartOf\":{\"@id\":\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/sustainability\/2024\/10\/09\/microsoft-cloud-for-sustainability-drive-specific-reduction-and-reporting-targets-with-ai\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/sustainability\/2024\/10\/09\/microsoft-cloud-for-sustainability-drive-specific-reduction-and-reporting-targets-with-ai\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/GettyImages-1170687091-scaled.jpg\",\"datePublished\":\"2024-10-09T15:00:00+00:00\",\"dateModified\":\"2025-04-11T00:18:21+00:00\",\"description\":\"To help accelerate sustainability progress at speed and scale, Microsoft is actively expanding AI in our Microsoft Cloud for Sustainability. Learn more,\",\"breadcrumb\":{\"@id\":\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/sustainability\/2024\/10\/09\/microsoft-cloud-for-sustainability-drive-specific-reduction-and-reporting-targets-with-ai\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/sustainability\/2024\/10\/09\/microsoft-cloud-for-sustainability-drive-specific-reduction-and-reporting-targets-with-ai\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/sustainability\/2024\/10\/09\/microsoft-cloud-for-sustainability-drive-specific-reduction-and-reporting-targets-with-ai\/#primaryimage\",\"url\":\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/GettyImages-1170687091-scaled.jpg\",\"contentUrl\":\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/GettyImages-1170687091-scaled.jpg\",\"width\":2560,\"height\":1440,\"caption\":\"Stock photo of a young Asian woman looking at see through global &amp; environmental data whilst seated in a dark office. The data is projected on a see through (see-thru) display.\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/sustainability\/2024\/10\/09\/microsoft-cloud-for-sustainability-drive-specific-reduction-and-reporting-targets-with-ai\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Microsoft Cloud for Sustainability: Drive specific reduction and reporting targets with AI\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/#website\",\"url\":\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/\",\"name\":\"Microsoft Industry Blogs\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/#organization\",\"name\":\"Microsoft Industry Blogs\",\"url\":\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2019\/08\/Microsoft-Logo.png\",\"contentUrl\":\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2019\/08\/Microsoft-Logo.png\",\"width\":259,\"height\":194,\"caption\":\"Microsoft Industry Blogs\"},\"image\":{\"@id\":\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/#\/schema\/logo\/image\/\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Microsoft Cloud for Sustainability: Drive specific reduction and reporting targets with AI - Microsoft Industry Blogs","description":"To help accelerate sustainability progress at speed and scale, Microsoft is actively expanding AI in our Microsoft Cloud for Sustainability. Learn more,","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:\/\/www.microsoft.com\/en-us\/industry\/blog\/sustainability\/2024\/10\/09\/microsoft-cloud-for-sustainability-drive-specific-reduction-and-reporting-targets-with-ai\/","og_locale":"en_US","og_type":"article","og_title":"Microsoft Cloud for Sustainability: Drive specific reduction and reporting targets with AI - Microsoft Industry Blogs","og_description":"To help accelerate sustainability progress at speed and scale, Microsoft is actively expanding AI in our Microsoft Cloud for Sustainability. Learn more,","og_url":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/sustainability\/2024\/10\/09\/microsoft-cloud-for-sustainability-drive-specific-reduction-and-reporting-targets-with-ai\/","og_site_name":"Microsoft Industry Blogs","article_published_time":"2024-10-09T15:00:00+00:00","article_modified_time":"2025-04-11T00:18:21+00:00","og_image":[{"width":2560,"height":1440,"url":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/GettyImages-1170687091-scaled.jpg","type":"image\/jpeg"}],"author":"Brandon Potter","twitter_card":"summary_large_image","twitter_image":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/GettyImages-1170687091-scaled.jpg","twitter_misc":{"Written by":"Brandon Potter","Est. reading time":"4 min read"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/sustainability\/2024\/10\/09\/microsoft-cloud-for-sustainability-drive-specific-reduction-and-reporting-targets-with-ai\/#article","isPartOf":{"@id":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/sustainability\/2024\/10\/09\/microsoft-cloud-for-sustainability-drive-specific-reduction-and-reporting-targets-with-ai\/"},"author":[{"@id":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/author\/brandon-porter\/","@type":"Person","@name":"Brandon Potter"}],"headline":"Microsoft Cloud for Sustainability: Drive specific reduction and reporting targets with AI","datePublished":"2024-10-09T15:00:00+00:00","dateModified":"2025-04-11T00:18:21+00:00","mainEntityOfPage":{"@id":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/sustainability\/2024\/10\/09\/microsoft-cloud-for-sustainability-drive-specific-reduction-and-reporting-targets-with-ai\/"},"wordCount":910,"publisher":{"@id":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/#organization"},"image":{"@id":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/sustainability\/2024\/10\/09\/microsoft-cloud-for-sustainability-drive-specific-reduction-and-reporting-targets-with-ai\/#primaryimage"},"thumbnailUrl":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/GettyImages-1170687091-scaled.jpg","keywords":["AI","Microsoft Sustainability Manager"],"articleSection":["Sustainability"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/sustainability\/2024\/10\/09\/microsoft-cloud-for-sustainability-drive-specific-reduction-and-reporting-targets-with-ai\/","url":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/sustainability\/2024\/10\/09\/microsoft-cloud-for-sustainability-drive-specific-reduction-and-reporting-targets-with-ai\/","name":"Microsoft Cloud for Sustainability: Drive specific reduction and reporting targets with AI - Microsoft Industry Blogs","isPartOf":{"@id":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/sustainability\/2024\/10\/09\/microsoft-cloud-for-sustainability-drive-specific-reduction-and-reporting-targets-with-ai\/#primaryimage"},"image":{"@id":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/sustainability\/2024\/10\/09\/microsoft-cloud-for-sustainability-drive-specific-reduction-and-reporting-targets-with-ai\/#primaryimage"},"thumbnailUrl":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/GettyImages-1170687091-scaled.jpg","datePublished":"2024-10-09T15:00:00+00:00","dateModified":"2025-04-11T00:18:21+00:00","description":"To help accelerate sustainability progress at speed and scale, Microsoft is actively expanding AI in our Microsoft Cloud for Sustainability. Learn more,","breadcrumb":{"@id":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/sustainability\/2024\/10\/09\/microsoft-cloud-for-sustainability-drive-specific-reduction-and-reporting-targets-with-ai\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.microsoft.com\/en-us\/industry\/blog\/sustainability\/2024\/10\/09\/microsoft-cloud-for-sustainability-drive-specific-reduction-and-reporting-targets-with-ai\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/sustainability\/2024\/10\/09\/microsoft-cloud-for-sustainability-drive-specific-reduction-and-reporting-targets-with-ai\/#primaryimage","url":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/GettyImages-1170687091-scaled.jpg","contentUrl":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2024\/10\/GettyImages-1170687091-scaled.jpg","width":2560,"height":1440,"caption":"Stock photo of a young Asian woman looking at see through global &amp; environmental data whilst seated in a dark office. The data is projected on a see through (see-thru) display."},{"@type":"BreadcrumbList","@id":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/sustainability\/2024\/10\/09\/microsoft-cloud-for-sustainability-drive-specific-reduction-and-reporting-targets-with-ai\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/"},{"@type":"ListItem","position":2,"name":"Microsoft Cloud for Sustainability: Drive specific reduction and reporting targets with AI"}]},{"@type":"WebSite","@id":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/#website","url":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/","name":"Microsoft Industry Blogs","description":"","publisher":{"@id":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/#organization","name":"Microsoft Industry Blogs","url":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2019\/08\/Microsoft-Logo.png","contentUrl":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-content\/uploads\/2019\/08\/Microsoft-Logo.png","width":259,"height":194,"caption":"Microsoft Industry Blogs"},"image":{"@id":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/#\/schema\/logo\/image\/"}}]}},"msxcm_display_generated_audio":false,"msxcm_animated_featured_image":null,"distributor_meta":false,"distributor_terms":false,"distributor_media":false,"distributor_original_site_name":"Microsoft Industry Blogs","distributor_original_site_url":"https:\/\/www.microsoft.com\/en-us\/industry\/blog","push-errors":false,"_links":{"self":[{"href":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-json\/wp\/v2\/posts\/118477","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-json\/wp\/v2\/users\/847"}],"replies":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-json\/wp\/v2\/comments?post=118477"}],"version-history":[{"count":15,"href":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-json\/wp\/v2\/posts\/118477\/revisions"}],"predecessor-version":[{"id":121286,"href":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-json\/wp\/v2\/posts\/118477\/revisions\/121286"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-json\/wp\/v2\/media\/118591"}],"wp:attachment":[{"href":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-json\/wp\/v2\/media?parent=118477"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-json\/wp\/v2\/categories?post=118477"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-json\/wp\/v2\/post_tag?post=118477"},{"taxonomy":"content-type","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-json\/wp\/v2\/content-type?post=118477"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/wp-json\/wp\/v2\/coauthors?post=118477"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}