CINXE.COM
AI this Earth Day: Top opportunities to advance sustainability initiatives | IBM
<!DOCTYPE HTML> <html lang="en"> <head> <meta charset="UTF-8"/> <meta name="languageCode" content="en"/> <meta name="countryCode" content="us"/> <meta name="searchTitle" content="AI this Earth Day: Top opportunities to advance sustainability initiatives"/> <meta name="focusArea" content="No Contact Module"/> <title>AI this Earth Day: Top opportunities to advance sustainability initiatives | IBM</title> <script defer="defer" type="text/javascript" src="https://rum.hlx.page/.rum/@adobe/helix-rum-js@%5E2/dist/rum-standalone.js" data-routing="program=131558,environment=1281329,tier=publish"></script> <link rel="icon" href="/content/dam/adobe-cms/default-images/favicon.svg"/> <meta name="description" content="This Earth Day, we are calling for action to conserve our scarcest resource: the planet. We all need to take action to achieve real progress."/> <meta name="template" content="article"/> <meta name="viewport" content="width=device-width, initial-scale=1"/> <meta name="robots" content="index, follow, max-image-preview:large"/> <meta name="ibm.com.search.appid" content="thinkhub"/> <meta name="ibm.com.search.scopes" content="thinkhub"/> <meta name="dcterms.date" content="2024-08-30T21:04:33.583"/> <meta name="ibm.search.facet.field_hierarchy_01" content="taxonomy : Topics / Sustainability"/> <meta name="ibm.search.facet.field_hierarchy_02"/> <meta name="ibm.search.facet.field_hierarchy_03"/> <meta name="ibm.search.facet.field_hierarchy_04"/> <meta name="ibm.search.facet.field_hierarchy_05"/> <meta name="ibm.search.facet.field_keyword_01" content="Sustainability"/> <meta name="ibm.search.facet.field_keyword_09" content="https://prod-cloud-publish.aem.ibm.net/content/dam/connectedassets-adobe-cms/worldwide-content/stock-assets/getty/image/photography/68/a0/coffee-seeds-farm-1.component.crop-thumbnail-16-by-9-retina.ts=0.jpg/content/adobe-cms/us/en/think/insights/ai-earth-day/jcr:content/root/leadspace_container/leadspace_article"/> <meta name="ibm.search.facet.field_keyword_14"/> <meta name="ibm.search.facet.field_text_01" content="30 August 2024"/> <meta name="ibm.search.facet.field_text_03"/> <link rel="canonical" href="https://www.ibm.com/think/insights/ai-earth-day"/> <style id="anti-flicker-style"> :not(:defined) { visibility: hidden; } </style> <!-- <sly data-sly-test="false"> <link href="//1.www.s81c.com/common/v18/css/www.css" rel="preload" as="style"/> <link rel="stylesheet" href="//1.www.s81c.com/common/v18/css/www.css" media="all"/> <link href="//1.www.s81c.com/common/v18/css/grid-fluid.css" rel="preload" as="style"/> <link rel="stylesheet" href="//1.www.s81c.com/common/v18/css/grid-fluid.css" media="all"/> <link href="//1.www.s81c.com/common/v19a/css/www.css" rel="stylesheet"/> </sly>--> <script src="https://assets.adobedtm.com/0f2de1d5b89a/565c2aeb0d39/launch-560e54b3e83c.min.js" type="text/javascript" async="async"></script> <script type="text/javascript" async="async"> var adobeDataLayer = window.adobeDataLayer || []; </script> <script type="text/javascript"> window.searchKey = { templateName: 'article', taxonomylist: 'taxonomy : Topics \/ Sustainability', L0Tag: 'Topics,Brands,Industries,Geography,Compliance Entities,Products,Events,Computer Languages,Content Format,Series,Content Type,CMaaS Focus Areas,brands,Deployment Types,Product Types,Search Index', } </script> <link rel="alternate" hreflang="en-us" href="https://www.ibm.com/think/insights/ai-earth-day"/> <script type="text/javascript"> window.antiFlicker = { active: true, timeout: 3000 } </script> <script type="text/javascript"> var languageCode = document.getElementsByName('languageCode')[0].content; var countryCode = document.getElementsByName('countryCode')[0].content; var focusArea = document.getElementsByName('focusArea')[0].content; /* Define digital data object based on _appInfo object */ window._ibmAnalytics = { settings: { name: "AEM Sites", tealiumProfileName: "aem-sites" }, }; window.digitalData = { page: { category: { primaryCategory: '', }, pageInfo: { language: languageCode + '-' + countryCode, ibm: { siteID: 'MarketingAEM', country: countryCode, messaging: { routing: { focusArea: focusArea, languageCode: languageCode, regionCode: countryCode }, translation: { languageCode: languageCode, regionCode: countryCode } }, sections: 0, patterns: 0, }, carbon: { '@carbon/web-components': 'v1.47.1', '@carbon/ibmdotcom-web-components': 'v1.51.1', 'carbon-for-aem': 'v0.19.0', }, }, }, }; </script> <script type="application/ld+json"> { "@context": "https://schema.org", "@type": "BlogPosting", "mainEntityOfPage": { "@type": "WebPage", "@id": "https://www.ibm.com/think/insights/ai-earth-day" }, "headline": "AI Earth Day", "image": [ "https://www.ibm.com/content/dam/connectedassets-adobe-cms/worldwide-content/stock-assets/getty/image/photography/68/a0/coffee-seeds-farm-1.jpg" ], "datePublished": "", "dateModified": "2024-08-30T20:57:28.537Z", "author": [{"@type": "Person","name": "Oday Abbosh"},{"@type": "Person","name": "Christina Shim"}] } </script> <!-- Instana script specific to Dev environment start --> <!-- <script> (function(s,t,a,n){s[t]||(s[t]=a,n=s[a]=function(){n.q.push(arguments)}, n.q=[],n.v=2,n.l=1*new Date)})(window,"InstanaEumObject","ineum"); ineum('reportingUrl', 'https://eum-orange-saas.instana.io'); ineum('key', 'mFJnYtpBSiCKl9zenWHXtg'); ineum('trackSessions'); </script> <script defer crossorigin="anonymous" src=https://eum.instana.io/1.7.2/eum.min.js integrity="sha384-cgeSlevgebehPauohUhsnAeBrpjXzaj94mSv3L2EXjCQH0RRb9xSQ2ErGOWkthIJ"></script>--> <!-- Instana script specific to Dev environment end --> <meta property="og:url" content="https://www.ibm.com/think/insights/ai-earth-day"/> <meta property="og:type" content="website"/> <meta property="og:title" content="AI this Earth Day: Top opportunities to advance sustainability initiatives | IBM"/> <meta property="og:description" content="This Earth Day, we are calling for action to conserve our scarcest resource: the planet. We all need to take action to achieve real progress."/> <meta property="og:image" content="https://assets.ibm.com/is/image/ibm/ibm-8bar-logo-2560x2560?$original$"/> <script src="https://1.www.s81c.com/common/stats/ibm-common.js" type="text/javascript" async="async"></script> <script src="https://hybrid-cloud-widgets-production.s3.us.cloud-object-storage.appdomain.cloud/loader.js" type="application/javascript"></script> <link rel="stylesheet" href="/etc.clientlibs/adobe-cms/clientlibs/clientlib-idlStylesCarbon.lc-92a431776e26f162dd2424f414af0c9a-lc.min.css" type="text/css"> <link rel="stylesheet" href="/etc.clientlibs/adobe-cms/clientlibs/clientlib-idlStyles.lc-781111ab1b5d0bf5e1a3598eac05aba5-lc.min.css" type="text/css"> <link rel="stylesheet" href="https://1.www.s81c.com/common/carbon-for-ibm-dotcom/tag/v1/latest/plex.css"/> <link rel="stylesheet" href="https://1.www.s81c.com/common/carbon/plex/sans.css"/> <link rel="stylesheet" href="/etc.clientlibs/adobe-cms/clientlibs/clientlib-pdfviewer.lc-c79c6cf22a5b660f493131a4be3ded5f-lc.min.css" type="text/css"> </head> <body class="content-page page basicpage publish" id="content-page-c6435619dc" data-fullwidthtemplate="false"> <dds-video-cta-container> <div class="root container responsivegrid"> <div id="container-25343bfcda" class="cmp-container"> <div class="masthead"> <c4d-masthead-container data-endpoint="#" auth-method="profile-api" has-contact="false" has-profile has-search has-cart></c4d-masthead-container> <script src="https://1.www.s81c.com/common/carbon-for-ibm-dotcom/version/v2.15.0/masthead.min.js" type="module"></script> <script> let l0Json = "{\x22profileMenu\x22:{\x22signedout\x22:[{\x22title\x22:\x22My IBM\x22,\x22url\x22:\x22https:\/\/myibm.ibm.com\/?lnk=mmi\x22},{\x22title\x22:\x22Log in\x22,\x22url\x22:\x22https:\/\/login.ibm.com\/oidc\/endpoint\/default\/authorize?redirect_uri=https%3A%2F%2Fmyibm.ibm.com%2FOIDCHandler.html\x26response_type=token\x26client_id=v18LoginProdCI\x26scope=openid\x26state=https%3A%2F%2Fwww.ibm.com\x26nonce=8675309\x22}],\x22signedin\x22:[{\x22title\x22:\x22My IBM\x22,\x22url\x22:\x22https:\/\/myibm.ibm.com\/?lnk=mmi\x22},{\x22title\x22:\x22Log in\x22,\x22url\x22:\x22https:\/\/login.ibm.com\/oidc\/endpoint\/default\/authorize?redirect_uri=https%3A%2F%2Fmyibm.ibm.com%2FOIDCHandler.html\x26response_type=token\x26client_id=v18LoginProdCI\x26scope=openid\x26state=https%3A%2F%2Fwww.ibm.com\x26nonce=8675309\x22}]},\x22mastheadNav\x22:{\x22links\x22:[{\x22title\x22:\x22Products\x22,\x22url\x22:\x22\x22,\x22submenu\x22:{\x22sections\x22:[{\x22heading\x22:{\x22title\x22:\x22Featured\x22,\x22description\x22:\x22\x22},\x22groups\x22:[{\x22heading\x22:{\x22title\x22:\x22\x22,\x22description\x22:\x22\x22},\x22links\x22:[{\x22title\x22:\x22API Connect\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/api\u002Dconnect?lnk=flatitem\x22,\x22description\x22:\x22Software to rapidly create, protect, socialize and manage APIs\x22},{\x22title\x22:\x22Concert\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/concert?lnk=flatitem\x22,\x22description\x22:\x22AI to analyze and manage IT infrastructure using natural language\x22},{\x22title\x22:\x22Environmental Intelligence\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/environmental\u002Dintelligence?lnk=flatitem\x22,\x22description\x22:\x22SaaS for predicting and responding to weather and climate events\x22},{\x22title\x22:\x22Envizi\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/envizi?lnk=flatitem\x22,\x22description\x22:\x22ESG data management, reporting and analysis SaaS\x22},{\x22title\x22:\x22FlashSystem\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/flashsystem?lnk=flatitem\x22,\x22description\x22:\x22Primary storage for performance and latency sensitive workloads\x22},{\x22title\x22:\x22Hybrid Cloud Mesh\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/hybrid\u002Dcloud\u002Dmesh?lnk=flatitem\x22,\x22description\x22:\x22SaaS for deploying and managing hybrid and multicloud networks\x22},{\x22title\x22:\x22IBM Cloud\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/cloud?lnk=flatitem\x22,\x22description\x22:\x22On\u002Ddemand cloud computing platform and APIs\x22},{\x22title\x22:\x22IBM Z\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/z?lnk=flatitem\x22,\x22description\x22:\x22Flagship mainframe with on\u002Dchip AI and quantum\u002Dsafe cryptography\x22},{\x22title\x22:\x22Instana\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/instana?lnk=flatitem\x22,\x22description\x22:\x22Software for application performance monitoring and automation\x22},{\x22title\x22:\x22MaaS360\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/maas360?lnk=flatitem\x22,\x22description\x22:\x22Unified endpoint management software for many device types\x22},{\x22title\x22:\x22Maximo\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/maximo?lnk=flatitem\x22,\x22description\x22:\x22Software for asset management and related workflows\x22},{\x22title\x22:\x22Planning Analytics\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/planning\u002Danalytics?lnk=flatitem\x22,\x22description\x22:\x22Software to automate financial and operational planning\x22},{\x22title\x22:\x22Robotic Process Automation (RPA)\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/robotic\u002Dprocess\u002Dautomation?lnk=flatitem\x22,\x22description\x22:\x22Software to automate workflows and business processes\x22},{\x22title\x22:\x22Storage Defender\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/storage\u002Ddefender?lnk=flatitem\x22,\x22description\x22:\x22Data resiliency software for threat detection and data recovery\x22},{\x22title\x22:\x22Turbonomic\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/turbonomic?lnk=flatitem\x22,\x22description\x22:\x22Software to manage and optimize IT resource usage\x22},{\x22title\x22:\x22watsonx\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/watsonx?lnk=flatitem\x22,\x22description\x22:\x22AI and data platform\x22},{\x22title\x22:\x22watsonx Assistant\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/watsonx\u002Dassistant?lnk=flatitem\x22,\x22description\x22:\x22Virtual agents customizable to any domain\x22},{\x22title\x22:\x22watsonx Orchestrate\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/watsonx\u002Dorchestrate?lnk=flatitem\x22,\x22description\x22:\x22Personal\u002Dassistant software that automates repetitive tasks\x22}]}]},{\x22heading\x22:{\x22title\x22:\x22AI \x26 machine learning\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/artificial\u002Dintelligence?lnk=flathl\x22,\x22description\x22:\x22Use IBM Watson’s AI or build your own machine learning models\x22},\x22groups\x22:[{\x22heading\x22:{\x22title\x22:\x22\x22,\x22description\x22:\x22\x22},\x22links\x22:[{\x22title\x22:\x22Cloud Pak for AIOps\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/cloud\u002Dpak\u002Dfor\u002Daiops?lnk=flatitem\x22,\x22description\x22:\x22DevOps management tool with AI analysis and recommendations\x22},{\x22title\x22:\x22Cloud Pak for Data\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/cloud\u002Dpak\u002Dfor\u002Ddata?lnk=flatitem\x22,\x22description\x22:\x22Tools for data analysis, organization and management\x22},{\x22title\x22:\x22Knowledge Catalog\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/knowledge\u002Dcatalog?lnk=flatitem\x22,\x22description\x22:\x22SaaS to catalog data, AI models, metadata, policies and more\x22},{\x22title\x22:\x22Watson Discovery\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/watson\u002Ddiscovery?lnk=flatitem\x22,\x22description\x22:\x22AI to search in and answer questions about business documents\x22},{\x22title\x22:\x22Watson Natural Language Understanding\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/natural\u002Dlanguage\u002Dunderstanding?lnk=flatitem\x22,\x22description\x22:\x22API for text analysis and metadata extraction\x22},{\x22title\x22:\x22Watson Speech to Text\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/speech\u002Dto\u002Dtext?lnk=flatitem\x22,\x22description\x22:\x22API for real\u002Dtime speech recognition and transcription\x22},{\x22title\x22:\x22Watson Studio\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/watson\u002Dstudio?lnk=flatitem\x22,\x22description\x22:\x22IDE to build, run and manage AI models\x22},{\x22title\x22:\x22Watson Text to Speech\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/text\u002Dto\u002Dspeech?lnk=flatitem\x22,\x22description\x22:\x22API for real\u002Dtime text to speech conversion\x22},{\x22title\x22:\x22Z Anomaly Analytics\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/z\u002Danomaly\u002Danalytics?lnk=flatitem\x22,\x22description\x22:\x22Operational anomaly detection software for mainframes\x22},{\x22title\x22:\x22watsonx\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/watsonx?lnk=flatitem\x22,\x22description\x22:\x22AI and data platform\x22},{\x22title\x22:\x22watsonx Assistant\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/watsonx\u002Dassistant?lnk=flatitem\x22,\x22description\x22:\x22Virtual agents customizable to any domain\x22},{\x22title\x22:\x22watsonx Code Assistant\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/watsonx\u002Dcode\u002Dassistant?lnk=flatitem\x22,\x22description\x22:\x22AI tool to generate code\x22},{\x22title\x22:\x22watsonx Orders\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/watsonx\u002Dorders?lnk=flatitem\x22,\x22description\x22:\x22AI voice agent for taking restaurant orders\x22}]}]},{\x22heading\x22:{\x22title\x22:\x22Analytics\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/analytics?lnk=flathl\x22,\x22description\x22:\x22Aggregate and analyze large datasets\x22},\x22groups\x22:[{\x22heading\x22:{\x22title\x22:\x22\x22,\x22description\x22:\x22\x22},\x22links\x22:[{\x22title\x22:\x22Business Analytics Enterprise\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/business\u002Danalytics\u002Denterprise?lnk=flatitem\x22,\x22description\x22:\x22Software for business planning and analysis\x22},{\x22title\x22:\x22CPLEX\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/ilog\u002Dcplex\u002Doptimization\u002Dstudio?lnk=flatitem\x22,\x22description\x22:\x22Software to build and solve complex optimization models\x22},{\x22title\x22:\x22Cloud Pak for Data\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/cloud\u002Dpak\u002Dfor\u002Ddata?lnk=flatitem\x22,\x22description\x22:\x22Tools for data analysis, organization and management\x22},{\x22title\x22:\x22Cognos Analytics\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/cognos\u002Danalytics?lnk=flatitem\x22,\x22description\x22:\x22Software for business intelligence and performance management\x22},{\x22title\x22:\x22Databand\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/databand?lnk=flatitem\x22,\x22description\x22:\x22Data observability software for data engineers and DataOps teams\x22},{\x22title\x22:\x22InfoSphere Information Server\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/information\u002Dserver?lnk=flatitem\x22,\x22description\x22:\x22Data integration suite for ETL, governance and analysis\x22},{\x22title\x22:\x22Manta Data Lineage\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/manta\u002Ddata\u002Dlineage?lnk=flatitem\x22,\x22description\x22:\x22Software to visualize the flow of data from origin to consumption\x22},{\x22title\x22:\x22Netezza\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/netezza?lnk=flatitem\x22,\x22description\x22:\x22Data warehousing and analytics system on custom hardware\x22},{\x22title\x22:\x22Optim\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/infosphere\u002Doptim?lnk=flatitem\x22,\x22description\x22:\x22Software to manage test, production, and archived data\x22},{\x22title\x22:\x22Planning Analytics\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/planning\u002Danalytics?lnk=flatitem\x22,\x22description\x22:\x22Software to automate financial and operational planning\x22},{\x22title\x22:\x22SPSS\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/spss?lnk=flatitem\x22,\x22description\x22:\x22Software for statistical analysis and business intelligence\x22},{\x22title\x22:\x22Spectrum Computing\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/high\u002Dperformance\u002Dcomputing?lnk=flatitem\x22,\x22description\x22:\x22Software to optimize resources in complex computing clusters\x22},{\x22title\x22:\x22StreamSets\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/streamsets?lnk=flatitem\x22,\x22description\x22:\x22Graphical interface to build and manage streaming data pipelines\x22},{\x22title\x22:\x22Watson Discovery\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/watson\u002Ddiscovery?lnk=flatitem\x22,\x22description\x22:\x22AI to search in and answer questions about business documents\x22},{\x22title\x22:\x22Watson Studio\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/watson\u002Dstudio?lnk=flatitem\x22,\x22description\x22:\x22IDE to build, run and manage AI models\x22}]}]},{\x22heading\x22:{\x22title\x22:\x22Asset lifecycle management\x22,\x22description\x22:\x22Manage and maintain physical assets\x22},\x22groups\x22:[{\x22heading\x22:{\x22title\x22:\x22\x22,\x22description\x22:\x22\x22},\x22links\x22:[{\x22title\x22:\x22Environmental Intelligence\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/environmental\u002Dintelligence?lnk=flatitem\x22,\x22description\x22:\x22SaaS for predicting and responding to weather and climate events\x22},{\x22title\x22:\x22Envizi\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/envizi?lnk=flatitem\x22,\x22description\x22:\x22ESG data management, reporting and analysis SaaS\x22},{\x22title\x22:\x22Maximo\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/maximo?lnk=flatitem\x22,\x22description\x22:\x22Software for asset management and related workflows\x22},{\x22title\x22:\x22TRIRIGA\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/tririga?lnk=flatitem\x22,\x22description\x22:\x22Software for real estate and workplace management\x22}]}]},{\x22heading\x22:{\x22title\x22:\x22Business automation\x22,\x22description\x22:\x22Automate workflows and business processes\x22},\x22groups\x22:[{\x22heading\x22:{\x22title\x22:\x22\x22,\x22description\x22:\x22\x22},\x22links\x22:[{\x22title\x22:\x22Blueworks Live\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/blueworkslive?lnk=flatitem\x22,\x22description\x22:\x22SaaS for collaboratively modeling business processes\x22},{\x22title\x22:\x22Business Automation Manager Open Editions\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/business\u002Dautomation\u002Dmanager\u002Dopen\u002Deditions?lnk=flatitem\x22,\x22description\x22:\x22Workflow automation and decision management software\x22},{\x22title\x22:\x22Business Automation Workflow\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/business\u002Dautomation\u002Dworkflow?lnk=flatitem\x22,\x22description\x22:\x22Cloud Pak for Business Automation add\u002Don to automate workflows\x22},{\x22title\x22:\x22Cloud Pak for Business Automation\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/cloud\u002Dpak\u002Dfor\u002Dbusiness\u002Dautomation?lnk=flatitem\x22,\x22description\x22:\x22Operations management software with AI insights\x22},{\x22title\x22:\x22Datacap\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/data\u002Dcapture\u002Dand\u002Dimaging?lnk=flatitem\x22,\x22description\x22:\x22Document management for IBM Cloud Pak for Business Automation\x22},{\x22title\x22:\x22Event Automation\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/event\u002Dautomation?lnk=flatitem\x22,\x22description\x22:\x22No\u002Dcode tool for building automated event driven workflows\x22},{\x22title\x22:\x22FileNet Content Manager\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/filenet\u002Dcontent\u002Dmanager?lnk=flatitem\x22,\x22description\x22:\x22Content management solution for Cloud Pak for Business Automation\x22},{\x22title\x22:\x22Operational Decision Manager\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/operational\u002Ddecision\u002Dmanager?lnk=flatitem\x22,\x22description\x22:\x22Cloud Pak for Business Automation addon for rule\u002Dbased decisions\x22},{\x22title\x22:\x22Process Mining\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/process\u002Dmining?lnk=flatitem\x22,\x22description\x22:\x22Software to extract process data from business applications\x22},{\x22title\x22:\x22Robotic Process Automation (RPA)\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/robotic\u002Dprocess\u002Dautomation?lnk=flatitem\x22,\x22description\x22:\x22Software to automate workflows and business processes\x22},{\x22title\x22:\x22watsonx Orchestrate\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/watsonx\u002Dorchestrate?lnk=flatitem\x22,\x22description\x22:\x22Personal\u002Dassistant software that automates repetitive tasks\x22}]}]},{\x22heading\x22:{\x22title\x22:\x22Containers\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/containers?lnk=flathl\x22,\x22description\x22:\x22Allocate compute infrastructure on demand\x22},\x22groups\x22:[{\x22heading\x22:{\x22title\x22:\x22\x22,\x22description\x22:\x22\x22},\x22links\x22:[{\x22title\x22:\x22Cloud Satellite\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/satellite?lnk=flatitem\x22,\x22description\x22:\x22Platform for running managed cloud services on any infrastructure\x22},{\x22title\x22:\x22Code Engine\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/code\u002Dengine?lnk=flatitem\x22,\x22description\x22:\x22Managed serverless runtime for containers, batch jobs, or code\x22},{\x22title\x22:\x22Container Registry\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/container\u002Dregistry?lnk=flatitem\x22,\x22description\x22:\x22Private SaaS registry for container storage and management\x22},{\x22title\x22:\x22Kubernetes Service\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/kubernetes\u002Dservice?lnk=flatitem\x22,\x22description\x22:\x22Managed Kubernetes for high availability container deployments\x22},{\x22title\x22:\x22Red Hat OpenShift on IBM Cloud\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/openshift?lnk=flatitem\x22,\x22description\x22:\x22Managed service with tools for security, management and monitoring\x22}]}]},{\x22heading\x22:{\x22title\x22:\x22Databases\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/database?lnk=flathl\x22,\x22description\x22:\x22Store, query and analyze structured data\x22},\x22groups\x22:[{\x22heading\x22:{\x22title\x22:\x22\x22,\x22description\x22:\x22\x22},\x22links\x22:[{\x22title\x22:\x22Cloudant\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/cloudant?lnk=flatitem\x22,\x22description\x22:\x22Managed PCI\u002Dcompliant JSON document store on Apache CouchDB\x22},{\x22title\x22:\x22Db2\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/db2\u002Ddatabase?lnk=flatitem\x22,\x22description\x22:\x22Data management software including IBM Db2 Database\x22},{\x22title\x22:\x22Db2 for z\/OS\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/db2\u002Dfor\u002Dzos?lnk=flatitem\x22,\x22description\x22:\x22IBM Db2 Database for IBM Z mainframes\x22},{\x22title\x22:\x22IBM Cloud Databases for Elastic Search\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/databases\u002Dfor\u002Delasticsearch?lnk=flatitem\x22,\x22description\x22:\x22JSON document store for full\u002Dtext search\x22},{\x22title\x22:\x22IBM Cloud Databases for EnterpriseDB\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/databases\u002Dfor\u002Denterprisedb?lnk=flatitem\x22,\x22description\x22:\x22PostgreSQL with added performance, security and management features\x22},{\x22title\x22:\x22IBM Cloud Databases for MongoDB\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/databases\u002Dfor\u002Dmongodb?lnk=flatitem\x22,\x22description\x22:\x22Managed NoSQL JSON document store\x22},{\x22title\x22:\x22IBM Cloud Databases for MySQL\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/databases\u002Dfor\u002Dmysql?lnk=flatitem\x22,\x22description\x22:\x22Managed SQL database\x22},{\x22title\x22:\x22IBM Cloud Databases for PostgreSQL\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/databases\u002Dfor\u002Dpostgresql?lnk=flatitem\x22,\x22description\x22:\x22Managed SQL database with advanced features\x22},{\x22title\x22:\x22IBM Cloud Databases for etcd\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/databases\u002Dfor\u002Detcd?lnk=flatitem\x22,\x22description\x22:\x22Distributed key\u002Dvalue store\x22},{\x22title\x22:\x22Information Management System (IMS)\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/ims?lnk=flatitem\x22,\x22description\x22:\x22Database and management system for high\u002Dvolume transactions\x22},{\x22title\x22:\x22Informix\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/informix?lnk=flatitem\x22,\x22description\x22:\x22Embeddable database for SQL, NoSQL, time\u002Dseries and spatial data\x22}]}]},{\x22heading\x22:{\x22title\x22:\x22DevOps\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/devops?lnk=flathl\x22,\x22description\x22:\x22Manage infrastructure, environments and deployments\x22},\x22groups\x22:[{\x22heading\x22:{\x22title\x22:\x22\x22,\x22description\x22:\x22\x22},\x22links\x22:[{\x22title\x22:\x22Application Delivery Foundation for z\/OS\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/app\u002Ddelivery\u002Dfoundation\u002Dfor\u002Dzos?lnk=flatitem\x22,\x22description\x22:\x22Application development and DevOps tools for z\/OS\x22},{\x22title\x22:\x22Application Discovery and Delivery Intelligence\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/app\u002Ddiscovery\u002Dand\u002Ddelivery\u002Dintelligence?lnk=flatitem\x22,\x22description\x22:\x22Analysis tool for visualizing applications, data and jobs on z\/OS\x22},{\x22title\x22:\x22Cloud Continuous Delivery\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/continuous\u002Ddelivery?lnk=flatitem\x22,\x22description\x22:\x22Toolchains to automate building and deploying applications\x22},{\x22title\x22:\x22Cloud Pak for AIOps\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/cloud\u002Dpak\u002Dfor\u002Daiops?lnk=flatitem\x22,\x22description\x22:\x22DevOps management tool with AI analysis and recommendations\x22},{\x22title\x22:\x22DevOps Build\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/devops\u002Dbuild?lnk=flatitem\x22,\x22description\x22:\x22Management tool for configuring and running software builds\x22},{\x22title\x22:\x22DevOps Code ClearCase\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/devops\u002Dcode\u002Dclearcase?lnk=flatitem\x22,\x22description\x22:\x22Configuration management system for software asset access control\x22},{\x22title\x22:\x22DevOps Deploy\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/devops\u002Ddeploy?lnk=flatitem\x22,\x22description\x22:\x22Automation software for continuous delivery and deployment\x22},{\x22title\x22:\x22DevOps Test\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/devops\u002Dtest?lnk=flatitem\x22,\x22description\x22:\x22Continuous testing and virtualization platform\x22},{\x22title\x22:\x22DevOps Velocity\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/devops\u002Dvelocity?lnk=flatitem\x22,\x22description\x22:\x22Release management software for pipeline orchestration and analytics\x22},{\x22title\x22:\x22Engineering Lifecycle Management\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/engineering\u002Dlifecycle\u002Dmanagement?lnk=flatitem\x22,\x22description\x22:\x22Software for product and application lifecycle management\x22},{\x22title\x22:\x22IBM i Modernization Engine\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/ibm\u002Di\u002Dmerlin?lnk=flatitem\x22,\x22description\x22:\x22Development and modernization tools for IBM i applications\x22},{\x22title\x22:\x22Rational ClearQuest\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/rational\u002Dclearquest?lnk=flatitem\x22,\x22description\x22:\x22Change management software\x22},{\x22title\x22:\x22Rational Software Architect Designer\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/rational\u002Dsoftware\u002Darchitect\u002Ddesigner?lnk=flatitem\x22,\x22description\x22:\x22Tools to create, evaluate, and communicate software architecture\x22},{\x22title\x22:\x22Test Accelerator for Z\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/test\u002Daccelerator\u002Dz?lnk=flatitem\x22,\x22description\x22:\x22Test automation and test generation framework for z\/OS\x22}]}]},{\x22heading\x22:{\x22title\x22:\x22IT automation\x22,\x22description\x22:\x22Automate IT infrastructure management\x22},\x22groups\x22:[{\x22heading\x22:{\x22title\x22:\x22\x22,\x22description\x22:\x22\x22},\x22links\x22:[{\x22title\x22:\x22Apptio\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/apptio?lnk=flatitem\x22,\x22description\x22:\x22Hybrid cloud financial management and planning software\x22},{\x22title\x22:\x22Cloud App Configuration\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/app\u002Dconfiguration?lnk=flatitem\x22,\x22description\x22:\x22Feature management and configuration service for web and mobile apps\x22},{\x22title\x22:\x22Cloud App ID\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/app\u002Did?lnk=flatitem\x22,\x22description\x22:\x22Authentication and user management service for web and mobile apps\x22},{\x22title\x22:\x22Cloud Monitoring\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/cloud\u002Dmonitoring?lnk=flatitem\x22,\x22description\x22:\x22Hosted monitoring tool for organization\u002Dwide system performance\x22},{\x22title\x22:\x22Cloud Pak for AIOps\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/cloud\u002Dpak\u002Dfor\u002Daiops?lnk=flatitem\x22,\x22description\x22:\x22DevOps management tool with AI analysis and recommendations\x22},{\x22title\x22:\x22Cloud Schematics\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/schematics?lnk=flatitem\x22,\x22description\x22:\x22Management and provisionining of cloud infrastructure with code\x22},{\x22title\x22:\x22Concert\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/concert?lnk=flatitem\x22,\x22description\x22:\x22AI to analyze and manage IT infrastructure using natural language\x22},{\x22title\x22:\x22Event Notifications\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/event\u002Dnotifications?lnk=flatitem\x22,\x22description\x22:\x22Notification and workflow automation service for IBM Cloud events\x22},{\x22title\x22:\x22Flexera One\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/flexera\u002Done?lnk=flatitem\x22,\x22description\x22:\x22IT asset management software\x22},{\x22title\x22:\x22IBM Cloud Logs\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/cloud\u002Dlogs?lnk=flatitem\x22,\x22description\x22:\x22Logging and observability service for applications and infrastructure\x22},{\x22title\x22:\x22Instana\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/instana?lnk=flatitem\x22,\x22description\x22:\x22Software for application performance monitoring and automation\x22},{\x22title\x22:\x22Turbonomic\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/turbonomic?lnk=flatitem\x22,\x22description\x22:\x22Software to manage and optimize IT resource usage\x22},{\x22title\x22:\x22Z IntelliMagic Vision for z\/OS\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/z\u002Dintellimagic\u002Dvision\u002Dfor\u002Dzos?lnk=flatitem\x22,\x22description\x22:\x22Infrastructure performance management and monitoring software\x22},{\x22title\x22:\x22Z Service Management Suite\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/z\u002Dservice\u002Dmanagement\u002Dsuite?lnk=flatitem\x22,\x22description\x22:\x22Monitoring, control, and automation suite for Z\x22}]}]},{\x22heading\x22:{\x22title\x22:\x22Middleware\x22,\x22description\x22:\x22Connect your applications, data and events\x22},\x22groups\x22:[{\x22heading\x22:{\x22title\x22:\x22\x22,\x22description\x22:\x22\x22},\x22links\x22:[{\x22title\x22:\x22API Connect\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/api\u002Dconnect?lnk=flatitem\x22,\x22description\x22:\x22Software to rapidly create, protect, socialize and manage APIs\x22},{\x22title\x22:\x22App Connect\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/app\u002Dconnect?lnk=flatitem\x22,\x22description\x22:\x22Codeless connectors for your data, apps and APIs\x22},{\x22title\x22:\x22Aspera\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/aspera?lnk=flatitem\x22,\x22description\x22:\x22System to transfer, sync or stream huge data globally\x22},{\x22title\x22:\x22CICS Transaction Server for z\/OS\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/cics\u002Dtransaction\u002Dserver?lnk=flatitem\x22,\x22description\x22:\x22Application server for online transaction processing\x22},{\x22title\x22:\x22Cloud Pak for Applications\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/cloud\u002Dpak\u002Dfor\u002Dapplications?lnk=flatitem\x22,\x22description\x22:\x22Kubernetes\u002Dbased platform for hybrid cloud applications\x22},{\x22title\x22:\x22Cloud Pak for Integration\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/cloud\u002Dpak\u002Dfor\u002Dintegration?lnk=flatitem\x22,\x22description\x22:\x22Tools to connect all of your apps, data and events\x22},{\x22title\x22:\x22DataPower\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/datapower\u002Dgateway?lnk=flatitem\x22,\x22description\x22:\x22Physical or virtual multi\u002Dprotocol network gateway\x22},{\x22title\x22:\x22Event Streams\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/event\u002Dstreams?lnk=flatitem\x22,\x22description\x22:\x22PaaS stream processing based on Apache Kafka\x22},{\x22title\x22:\x22IBM Cloud Messages for RabbitMQ\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/messages\u002Dfor\u002Drabbitmq?lnk=flatitem\x22,\x22description\x22:\x22Managed open\u002Dsource message broker\x22},{\x22title\x22:\x22IBM webMethods\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/webmethods?lnk=flatitem\x22,\x22description\x22:\x22iPaaS capabilities including app integration, API management, B2B integration and managed file transfer\x22},{\x22title\x22:\x22Information Management System\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/ims?lnk=flatitem\x22,\x22description\x22:\x22Hierarchical database and transaction processor for Z\x22},{\x22title\x22:\x22MQ\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/mq?lnk=flatitem\x22,\x22description\x22:\x22Software and hardware for messaging between distributed systems\x22},{\x22title\x22:\x22z\/OS Connect\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/zos\u002Dconnect?lnk=flatitem\x22,\x22description\x22:\x22Software to build and serve RESTful APIs to z\/OS applications\x22}]}]},{\x22heading\x22:{\x22title\x22:\x22Network\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/networking?lnk=flathl\x22,\x22description\x22:\x22Run and manage public, private and virtual networks\x22},\x22groups\x22:[{\x22heading\x22:{\x22title\x22:\x22\x22,\x22description\x22:\x22\x22},\x22links\x22:[{\x22title\x22:\x22Cloud Pak for Network Automation\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/cloud\u002Dpak\u002Dfor\u002Dnetwork\u002Dautomation?lnk=flatitem\x22,\x22description\x22:\x22Management software for telco network operations\x22},{\x22title\x22:\x22Hybrid Cloud Mesh\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/hybrid\u002Dcloud\u002Dmesh?lnk=flatitem\x22,\x22description\x22:\x22SaaS for deploying and managing hybrid and multicloud networks\x22},{\x22title\x22:\x22NS1 Connect\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/ns1\u002Dconnect?lnk=flatitem\x22,\x22description\x22:\x22Authoritative DNS and traffic steering as a service\x22},{\x22title\x22:\x22Rapid Network Automation\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/rapid\u002Dnetwork\u002Dautomation?lnk=flatitem\x22,\x22description\x22:\x22No\u002Dcode tool to build automation workflows across apps and APIs\x22},{\x22title\x22:\x22SevOne Network Performance Management\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/sevone\u002Dnetwork\u002Dperformance\u002Dmanagement?lnk=flatitem\x22,\x22description\x22:\x22Software to collect and analyze network performance data\x22}]}]},{\x22heading\x22:{\x22title\x22:\x22Operating systems\x22,\x22description\x22:\x22Run critical workloads on specialized operating systems\x22},\x22groups\x22:[{\x22heading\x22:{\x22title\x22:\x22\x22,\x22description\x22:\x22\x22},\x22links\x22:[{\x22title\x22:\x22AIX\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/aix?lnk=flatitem\x22,\x22description\x22:\x22UNIX operating system for Power servers\x22},{\x22title\x22:\x22IBM i\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/ibm\u002Di?lnk=flatitem\x22,\x22description\x22:\x22Integrated operating system for Power servers\x22},{\x22title\x22:\x22Linux\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/linux?lnk=flatitem\x22,\x22description\x22:\x22Run Linux workloads on IBM servers\x22},{\x22title\x22:\x22z\/OS\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/zos?lnk=flatitem\x22,\x22description\x22:\x22Flagship OS for continuous, high\u002Dvolume mainframe operation\x22},{\x22title\x22:\x22z\/TPF\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/z\u002Dtransaction\u002Dprocessing\u002Dfacility?lnk=flatitem\x22,\x22description\x22:\x22Real\u002Dtime operating system for mainframes\x22},{\x22title\x22:\x22z\/VM\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/zvm?lnk=flatitem\x22,\x22description\x22:\x22Hypervisor and virtualization software for IBM Z and LinuxONE\x22}]}]},{\x22heading\x22:{\x22title\x22:\x22Quantum\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/quantum?lnk=flathl\x22,\x22description\x22:\x22Run code on real quantum systems using a full\u002Dstack SDK\x22},\x22groups\x22:[{\x22heading\x22:{\x22title\x22:\x22\x22,\x22description\x22:\x22\x22},\x22links\x22:[{\x22title\x22:\x22Qiskit Runtime\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/quantum\/qiskit?lnk=flatitem\x22,\x22description\x22:\x22Cloud service for executing quantum workloads at scale\x22},{\x22title\x22:\x22Quantum Safe\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/quantum\/quantum\u002Dsafe?lnk=flatitem\x22,\x22description\x22:\x22Technology and consulting services for quantum\u002Dsafe cryptography\x22},{\x22title\x22:\x22Quantum Systems\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/quantum\/technology?lnk=flatitem\x22,\x22description\x22:\x22Quantum computing systems accessible on the cloud\x22}]}]},{\x22heading\x22:{\x22title\x22:\x22Security \x26 identity\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/security?lnk=flathl\x22,\x22description\x22:\x22Cloud\u002Dnative software to secure resources and simplify compliance\x22},\x22groups\x22:[{\x22heading\x22:{\x22title\x22:\x22\x22,\x22description\x22:\x22\x22},\x22links\x22:[{\x22title\x22:\x22Cloud AppID\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/app\u002Did?lnk=flatitem\x22,\x22description\x22:\x22Authentication and user profiles as a service for mobile and web apps\x22},{\x22title\x22:\x22Cloud Security and Compliance Center\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/security\u002Dand\u002Dcompliance\u002Dcenter?lnk=flatitem\x22,\x22description\x22:\x22SaaS to define and audit the compliance posture of your cloud\x22},{\x22title\x22:\x22Data Security Broker\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/data\u002Dsecurity\u002Dbroker?lnk=flatitem\x22,\x22description\x22:\x22Administrative console to enable data encryption in the cloud\x22},{\x22title\x22:\x22Guardium\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/guardium?lnk=flatitem\x22,\x22description\x22:\x22Suite for data encryption, management and simplified compliance\x22},{\x22title\x22:\x22Key Protect for IBM Cloud\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/key\u002Dprotect?lnk=flatitem\x22,\x22description\x22:\x22Tool to provision and store keys for apps across IBM Cloud services\x22},{\x22title\x22:\x22MaaS360\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/maas360?lnk=flatitem\x22,\x22description\x22:\x22Unified endpoint management for mobile workforces\x22},{\x22title\x22:\x22QRadar EDR\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/qradar\u002Dedr?lnk=flatitem\x22,\x22description\x22:\x22Advanced AI threat detection and response for endpoints\x22},{\x22title\x22:\x22QRadar SIEM\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/qradar\u002Dsiem?lnk=flatitem\x22,\x22description\x22:\x22Threat detection and prioritization for real\u002Dtime visibility\x22},{\x22title\x22:\x22QRadar SOAR\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/qradar\u002Dsoar?lnk=flatitem\x22,\x22description\x22:\x22Automation and workflow management for security operations\x22},{\x22title\x22:\x22Trusteer\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/trusteer?lnk=flatitem\x22,\x22description\x22:\x22Software to authenticate customers, detect fraud and assess risk\x22},{\x22title\x22:\x22Verify\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/verify?lnk=flatitem\x22,\x22description\x22:\x22Identity, authentication, and access control software\x22},{\x22title\x22:\x22zSecure\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/zsecure?lnk=flatitem\x22,\x22description\x22:\x22Security, risk management and compliance tools for Z hardware\x22}]}]},{\x22heading\x22:{\x22title\x22:\x22Servers\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/servers?lnk=flathl\x22,\x22description\x22:\x22Run workloads on hybrid cloud infrastructure\x22},\x22groups\x22:[{\x22heading\x22:{\x22title\x22:\x22\x22,\x22description\x22:\x22\x22},\x22links\x22:[{\x22title\x22:\x22IBM Cloud Bare Metal Servers\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/bare\u002Dmetal\u002Dservers?lnk=flatitem\x22,\x22description\x22:\x22Dedicated hardware for maximum performance\x22},{\x22title\x22:\x22IBM Cloud Virtual Servers for VPC\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/virtual\u002Dservers?lnk=flatitem\x22,\x22description\x22:\x22Virtual servers with Intel Xeon or IBM Z CPUs\x22},{\x22title\x22:\x22LinuxONE 4\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/linuxone\u002D4?lnk=flatitem\x22,\x22description\x22:\x22Physical and virtual servers for running Linux\x22},{\x22title\x22:\x22Power\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/power?lnk=flatitem\x22,\x22description\x22:\x22Physical and virtual servers with IBM Power CPUs\x22},{\x22title\x22:\x22z16\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/z16?lnk=flatitem\x22,\x22description\x22:\x22Flagship mainframe with on\u002Dchip AI and quantum\u002Dsafe cryptography\x22}]}]},{\x22heading\x22:{\x22title\x22:\x22Storage\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/storage?lnk=flathl\x22,\x22description\x22:\x22Software, hardware and services for critical and operational workloads and data\x22},\x22groups\x22:[{\x22heading\x22:{\x22title\x22:\x22\x22,\x22description\x22:\x22\x22},\x22links\x22:[{\x22title\x22:\x22Ceph\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/storage\u002Dceph?lnk=flatitem\x22,\x22description\x22:\x22Multi\u002Dprotocol software\u002Ddefined enterprise storage platform\x22},{\x22title\x22:\x22Cloud Block Storage\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/block\u002Dstorage?lnk=flatitem\x22,\x22description\x22:\x22Managed service optimized for low latency and high transfer rates\x22},{\x22title\x22:\x22Cloud File Storage\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/file\u002Dstorage?lnk=flatitem\x22,\x22description\x22:\x22Managed service for flash\u002Dbacked, durable, NFS\u002Dbased file storage\x22},{\x22title\x22:\x22Cloud Object Storage\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/cloud\u002Dobject\u002Dstorage?lnk=flatitem\x22,\x22description\x22:\x22Unstructured data storage accessible via cloud APIs\x22},{\x22title\x22:\x22DS8000\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/ds8000?lnk=flatitem\x22,\x22description\x22:\x22High\u002Dcapacity, high\u002Davailability mainframe storage system\x22},{\x22title\x22:\x22Defender\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/storage\u002Ddefender?lnk=flatitem\x22,\x22description\x22:\x22Data resiliency software for threat detection and data recovery\x22},{\x22title\x22:\x22FlashSystem\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/flashsystem?lnk=flatitem\x22,\x22description\x22:\x22All\u002Dflash array with performance and capacity for any workload\x22},{\x22title\x22:\x22Fusion\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/storage\u002Dfusion?lnk=flatitem\x22,\x22description\x22:\x22Container\u002Dnative storage and data orchestration for OpenShift\x22},{\x22title\x22:\x22Insights\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/storage\u002Dinsights?lnk=flatitem\x22,\x22description\x22:\x22Storage AIOps for metrics\u002Dpowered analysis and decisions\x22},{\x22title\x22:\x22Protect\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/storage\u002Dprotect?lnk=flatitem\x22,\x22description\x22:\x22Data resiliency, backup and recovery delivered via SaaS\x22},{\x22title\x22:\x22Protect for Cloud\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/storage\u002Dprotect\u002Dfor\u002Dcloud?lnk=flatitem\x22,\x22description\x22:\x22Backup and recovery SaaS for data in public cloud services\x22},{\x22title\x22:\x22SAN Switches\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/storage\u002Darea\u002Dnetwork?lnk=flatitem\x22,\x22description\x22:\x22Scalable and highly available storage area network solutions\x22},{\x22title\x22:\x22Scale\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/storage\u002Dscale?lnk=flatitem\x22,\x22description\x22:\x22Software defined storage for AI and high performance workloads\x22},{\x22title\x22:\x22Scale System\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/storage\u002Dscale\u002Dsystem?lnk=flatitem\x22,\x22description\x22:\x22All\u002Dflash or hybrid performant storage for cloud scale use\u002Dcases\x22},{\x22title\x22:\x22Tape Systems\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/tape\u002Dstorage?lnk=flatitem\x22,\x22description\x22:\x22Software and hardware for encrypted and air\u002Dgapped archives\x22}]}]},{\x22heading\x22:{\x22title\x22:\x22Supply chain\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/supply\u002Dchain?lnk=flathl\x22,\x22description\x22:\x22Manage the flow of goods and services\x22},\x22groups\x22:[{\x22heading\x22:{\x22title\x22:\x22\x22,\x22description\x22:\x22\x22},\x22links\x22:[{\x22title\x22:\x22Sterling Order and Fulfillment Suite\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/order\u002Dfulfillment\u002Dsuite?lnk=flatitem\x22,\x22description\x22:\x22Complete order management system with AI and machine learning\x22},{\x22title\x22:\x22Sterling Supply Chain Intelligence Suite\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/supply\u002Dchain\u002Dintelligence\u002Dsuite?lnk=flatitem\x22,\x22description\x22:\x22Software for supply chain optimization and automation\x22}]}]}],\x22viewAll\x22:{\x22title\x22:\x22View all products\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\x22}}},{\x22title\x22:\x22Solutions\x22,\x22url\x22:\x22\x22,\x22submenu\x22:{\x22sections\x22:[{\x22heading\x22:{\x22title\x22:\x22Automation\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/automation?lnk=flathl\x22,\x22description\x22:\x22Intelligent automation for business and IT operations\x22},\x22groups\x22:[{\x22heading\x22:{\x22title\x22:\x22\x22,\x22description\x22:\x22\x22},\x22links\x22:[{\x22title\x22:\x22AIOps\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/aiops?lnk=flatitem\x22,\x22description\x22:\x22Enable proactive, continuous application performance management\x22},{\x22title\x22:\x22Application delivery\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/application\u002Ddelivery?lnk=flatitem\x22,\x22description\x22:\x22Modernize applications and deliver new cloud\u002Dnative applications\x22},{\x22title\x22:\x22Application performance management\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/application\u002Dperformance\u002Dmanagement?lnk=flatitem\x22,\x22description\x22:\x22Bridge observability and automated resource management\x22},{\x22title\x22:\x22Business automation\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/business\u002Dautomation?lnk=flatitem\x22,\x22description\x22:\x22Deliver intelligent automation solutions quickly with low\u002Dcode\x22},{\x22title\x22:\x22Cloud cost management\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/cloud\u002Dcost\u002Dmanagement?lnk=flatitem\x22,\x22description\x22:\x22Optimize performance at the lowest cost and align business value\x22},{\x22title\x22:\x22Decision management\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/decision\u002Dmanagement?lnk=flatitem\x22,\x22description\x22:\x22Model, manage and automate repeatable business processes\x22},{\x22title\x22:\x22DevOps automation\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/devops\u002Dautomation?lnk=flatitem\x22,\x22description\x22:\x22Automate your software delivery process\x22},{\x22title\x22:\x22Enterprise content management\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/enterprise\u002Dcontent\u002Dmanagement?lnk=flatitem\x22,\x22description\x22:\x22Accelerate information management and governance processes\x22},{\x22title\x22:\x22FinOps\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/finops?lnk=flatitem\x22,\x22description\x22:\x22Manage the variable economics of cloud infrastructure\x22},{\x22title\x22:\x22Integration\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/integration?lnk=flatitem\x22,\x22description\x22:\x22Connect applications and systems to unlock critical data\x22},{\x22title\x22:\x22License compliance\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/license\u002Dcompliance?lnk=flatitem\x22,\x22description\x22:\x22Reduce compliance risks with application resource management\x22},{\x22title\x22:\x22Networking\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/networking?lnk=flatitem\x22,\x22description\x22:\x22Automate network configuration, provisioning and troubleshooting\x22},{\x22title\x22:\x22Workflow\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/workflow?lnk=flatitem\x22,\x22description\x22:\x22Increase productivity by streamlining processes and tasks\x22},{\x22title\x22:\x22iPaaS\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/ipaas?lnk=flatitem\x22,\x22description\x22:\x22Deliver connectivity across all your apps and data\x22}]}]},{\x22heading\x22:{\x22title\x22:\x22Data \x26 AI\x22,\x22description\x22:\x22Optimize your data strategy to support data\u002Ddriven decisions\x22},\x22groups\x22:[{\x22heading\x22:{\x22title\x22:\x22\x22,\x22description\x22:\x22\x22},\x22links\x22:[{\x22title\x22:\x22AI\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/artificial\u002Dintelligence?lnk=flatitem\x22,\x22description\x22:\x22Artificial intelligence solutions built with industry expertise\x22},{\x22title\x22:\x22AI ethics\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/impact\/ai\u002Dethics?lnk=flatitem\x22,\x22description\x22:\x22Trustworthy, transparent AI with a multidimensional approach\x22},{\x22title\x22:\x22Customer experience\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/ai\u002Dcustomer\u002Dservice?lnk=flatitem\x22,\x22description\x22:\x22Build a full\u002Dservice AI chatbot that integrates with your CRM\x22},{\x22title\x22:\x22Data fabric\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/data\u002Dfabric?lnk=flatitem\x22,\x22description\x22:\x22Automate data discovery, governance and consumption\x22},{\x22title\x22:\x22Data lake\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/data\u002Dlake?lnk=flatitem\x22,\x22description\x22:\x22Analyze structured, semi\u002Dstructured and unstructured data\x22},{\x22title\x22:\x22Data management\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/data\u002Dmanagement?lnk=flatitem\x22,\x22description\x22:\x22Consistent data access and delivery across apps and domains\x22},{\x22title\x22:\x22Data quality\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/data\u002Dquality?lnk=flatitem\x22,\x22description\x22:\x22Robust tools help identify, understand and correct data flaws\x22},{\x22title\x22:\x22Data science\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/data\u002Dscience?lnk=flatitem\x22,\x22description\x22:\x22Operationalize data science models on any cloud\x22},{\x22title\x22:\x22Data warehouse\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/data\u002Dwarehouse?lnk=flatitem\x22,\x22description\x22:\x22A flexible foundation optimized for data from disparate sources\x22},{\x22title\x22:\x22DataOps\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/dataops?lnk=flatitem\x22,\x22description\x22:\x22Develop a coordinated overview of the data acquisition journey\x22},{\x22title\x22:\x22Master data management\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/master\u002Ddata\u002Dmanagement?lnk=flatitem\x22,\x22description\x22:\x22A trusted, 360\u002Ddegree view of master data across the enterprise\x22},{\x22title\x22:\x22Prescriptive analytics\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/prescriptive\u002Danalytics?lnk=flatitem\x22,\x22description\x22:\x22Use optimization technology to solve complex decisions\x22}]}]},{\x22heading\x22:{\x22title\x22:\x22Industry\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/industries?lnk=flathl\x22,\x22description\x22:\x22Customized, end\u002Dto\u002Dend, AI\u002Dpowered solutions for your industry\x22},\x22groups\x22:[{\x22heading\x22:{\x22title\x22:\x22\x22,\x22description\x22:\x22\x22},\x22links\x22:[{\x22title\x22:\x22Automotive\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/industries\/automotive?lnk=flatitem\x22,\x22description\x22:\x22Shift focus to connected vehicles and digital services\x22},{\x22title\x22:\x22Banking\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/industries\/banking\u002Dfinancial\u002Dmarkets?lnk=flatitem\x22,\x22description\x22:\x22Create compliant, customer\u002Dcentric banking experiences\x22},{\x22title\x22:\x22Consumer goods\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/industries\/consumer\u002Dgoods?lnk=flatitem\x22,\x22description\x22:\x22Infuse agility and automation into operations and supply chains\x22},{\x22title\x22:\x22Energy \x26 utilities\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/industries\/energy?lnk=flatitem\x22,\x22description\x22:\x22Get your utility ready for the new, sustainable energy ecosystem\x22},{\x22title\x22:\x22Government\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/industries\/government?lnk=flatitem\x22,\x22description\x22:\x22Support citizens with greater speed and confidence\x22},{\x22title\x22:\x22Healthcare\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/industries\/healthcare?lnk=flatitem\x22,\x22description\x22:\x22Navigate a more interconnected, data\u002Drich healthcare ecosystem\x22},{\x22title\x22:\x22Insurance\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/industries\/insurance?lnk=flatitem\x22,\x22description\x22:\x22Improve operations and customer experiences at speed and scale\x22},{\x22title\x22:\x22Life Sciences\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/industries\/life\u002Dsciences?lnk=flatitem\x22,\x22description\x22:\x22Accelerate product innovation and drive patient centricity\x22},{\x22title\x22:\x22Manufacturing\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/industries\/manufacturing?lnk=flatitem\x22,\x22description\x22:\x22Digitally transform traditional manufacturing processes\x22},{\x22title\x22:\x22Retail\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/industries\/retail?lnk=flatitem\x22,\x22description\x22:\x22Meet changing consumer needs with new retail business models\x22},{\x22title\x22:\x22Telecommunications\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/industries\/telecommunications?lnk=flatitem\x22,\x22description\x22:\x22Achieve a more flexible, seamless network architecture\x22},{\x22title\x22:\x22Travel\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/industries\/travel\u002Dtransportation?lnk=flatitem\x22,\x22description\x22:\x22Restore traveler trust and increase operational efficiency\x22}]}]},{\x22heading\x22:{\x22title\x22:\x22Infrastructure\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/it\u002Dinfrastructure?lnk=flathl\x22,\x22description\x22:\x22\x22},\x22groups\x22:[{\x22heading\x22:{\x22title\x22:\x22\x22,\x22description\x22:\x22\x22},\x22links\x22:[{\x22title\x22:\x22Backup \x26 recovery\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/backup\u002Drecovery?lnk=flatitem\x22,\x22description\x22:\x22Comprehensive data resilience for physical and virtual servers\x22},{\x22title\x22:\x22Edge computing\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/edge\u002Dcomputing?lnk=flatitem\x22,\x22description\x22:\x22Manage workloads from edge to core across any hybrid multicloud\x22},{\x22title\x22:\x22High performance computing (HPC)\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/high\u002Dperformance\u002Dcomputing?lnk=flatitem\x22,\x22description\x22:\x22HPC infrastructure for advanced and data\u002Dintensive workloads\x22},{\x22title\x22:\x22Hybrid cloud\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/hybrid\u002Dcloud?lnk=flatitem\x22,\x22description\x22:\x22Use a common platform across cloud, on\u002Dprem and edge environments\x22},{\x22title\x22:\x22IT modernization\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/infrastructure\u002Dmodernization?lnk=flatitem\x22,\x22description\x22:\x22Modernize legacy IT in place with containerized microservices\x22},{\x22title\x22:\x22Mainframe application modernization\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/mainframe\u002Dapplication\u002Dmodernization?lnk=flatitem\x22,\x22description\x22:\x22Apply modern development and DevOps tools to mainframe applications\x22}]}]},{\x22heading\x22:{\x22title\x22:\x22Security\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/security?lnk=flathl\x22,\x22description\x22:\x22Enterprise cybersecurity for today’s hybrid cloud environments\x22},\x22groups\x22:[{\x22heading\x22:{\x22title\x22:\x22\x22,\x22description\x22:\x22\x22},\x22links\x22:[{\x22title\x22:\x22Cloud security\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/cloud\u002Dsecurity?lnk=flatitem\x22,\x22description\x22:\x22Trust IBM Cloud security for data protection and compliance\x22},{\x22title\x22:\x22Data security\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/data\u002Dsecurity?lnk=flatitem\x22,\x22description\x22:\x22Meet data privacy regulations and simplify operational complexity\x22},{\x22title\x22:\x22Insider threat\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/insider\u002Dthreat?lnk=flatitem\x22,\x22description\x22:\x22Protection from malicious or unintentional threats from insiders\x22},{\x22title\x22:\x22Ransomware\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/ransomware?lnk=flatitem\x22,\x22description\x22:\x22Proactively manage cyber risks to reduce the impact of attacks\x22},{\x22title\x22:\x22Threat detection and response\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/threat\u002Ddetection\u002Dresponse?lnk=flatitem\x22,\x22description\x22:\x22Accelerate and streamline responses across the attack lifecycle\x22}]}]},{\x22heading\x22:{\x22title\x22:\x22Sustainability\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/sustainability?lnk=flathl\x22,\x22description\x22:\x22Embed sustainability into your business transformation\x22},\x22groups\x22:[{\x22heading\x22:{\x22title\x22:\x22\x22,\x22description\x22:\x22\x22},\x22links\x22:[{\x22title\x22:\x22Asset lifecycle management\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/maximo\/sustainability?lnk=flatitem\x22,\x22description\x22:\x22Optimize performance, extend asset lifecycles and reduce downtime\x22},{\x22title\x22:\x22ESG reporting\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/envizi?lnk=flatitem\x22,\x22description\x22:\x22Data foundation to streamline meeting ESG reporting requirements\x22},{\x22title\x22:\x22Facilities management\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/tririga\/sustainability?lnk=flatitem\x22,\x22description\x22:\x22A single source of truth to manage your corporate real estate\x22},{\x22title\x22:\x22IT sustainability\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/turbonomic\/sustainability?lnk=flatitem\x22,\x22description\x22:\x22Software to estimate infrastructure resource consumption\x22},{\x22title\x22:\x22Supply chain\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/supply\u002Dchain?lnk=flatitem\x22,\x22description\x22:\x22Build supply chain resiliency with intelligent automation\x22},{\x22title\x22:\x22Weather Risk Management\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/environmental\u002Dintelligence\u002Dsuite\/sustainability?lnk=flatitem\x22,\x22description\x22:\x22Manage the economic impact of weather and climate on your business\x22}]}]}],\x22viewAll\x22:{\x22title\x22:\x22\x22,\x22url\x22:\x22\x22}}},{\x22title\x22:\x22Consulting\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/consulting?lnk=L0G\x22},{\x22title\x22:\x22Support\x22,\x22url\x22:\x22\x22,\x22submenu\x22:{\x22sections\x22:[{\x22heading\x22:{\x22title\x22:\x22\x22,\x22description\x22:\x22\x22},\x22groups\x22:[{\x22heading\x22:{\x22title\x22:\x22What\x27s New\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/new?lnk=flathl\x22,\x22description\x22:\x22\x22},\x22links\x22:[]},{\x22heading\x22:{\x22title\x22:\x22Community\x22,\x22url\x22:\x22https:\/\/community.ibm.com\/community\/user\/community?lnk=flathl\x22,\x22description\x22:\x22\x22},\x22links\x22:[]},{\x22heading\x22:{\x22title\x22:\x22Developer\x22,\x22url\x22:\x22https:\/\/developer.ibm.com\/?lnk=flathl\x22,\x22description\x22:\x22\x22},\x22links\x22:[{\x22title\x22:\x22Call for Code\x22,\x22url\x22:\x22https:\/\/developer.ibm.com\/callforcode\/?lnk=flatitem\x22},{\x22title\x22:\x22Generative AI\x22,\x22url\x22:\x22https:\/\/developer.ibm.com\/generative\u002Dai\u002Dfor\u002Ddevelopers\/?lnk=flatitem\x22},{\x22title\x22:\x22Open Source @ IBM\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/opensource\/?lnk=flatitem\x22},{\x22title\x22:\x22Products\x22,\x22url\x22:\x22https:\/\/developer.ibm.com\/components\/?lnk=flatitem\x22},{\x22title\x22:\x22Technologies\x22,\x22url\x22:\x22https:\/\/developer.ibm.com\/technologies\/?lnk=flatitem\x22}]},{\x22heading\x22:{\x22title\x22:\x22Documentation\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/docs\/en?lnk=flathl\x22,\x22description\x22:\x22\x22},\x22links\x22:[{\x22title\x22:\x22All product documentation\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/docs\/en?lnk=flatitem\x22},{\x22title\x22:\x22IBM Cloud documentation\x22,\x22url\x22:\x22https:\/\/cloud.ibm.com\/docs?lnk=flatitem\x22},{\x22title\x22:\x22IBM Redbooks\x22,\x22url\x22:\x22https:\/\/www.redbooks.ibm.com\/?lnk=flatitem\x22}]},{\x22heading\x22:{\x22title\x22:\x22IBM Cloud platform support\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/cloud\/support?lnk=flathl\x22,\x22description\x22:\x22\x22},\x22links\x22:[]},{\x22heading\x22:{\x22title\x22:\x22Implementation\x22,\x22description\x22:\x22\x22},\x22links\x22:[{\x22title\x22:\x22Expert Labs\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/products\/expertlabs?lnk=flatitem\x22}]},{\x22heading\x22:{\x22title\x22:\x22Support\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/mysupport\/s\/?language=en_US\x26lnk=flathl\x22,\x22description\x22:\x22\x22},\x22links\x22:[{\x22title\x22:\x22Download fixes, updates \x26 drivers\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/support\/fixcentral?lnk=flatitem\x22},{\x22title\x22:\x22Download licensed software \u002D Passport Advantage\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/software\/passportadvantage\/pao_customer.html?lnk=flatitem\x22},{\x22title\x22:\x22IBM Software Licensing\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/about\/software\u002Dlicensing\/?lnk=flatitem\x22},{\x22title\x22:\x22Open a case\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/mysupport\/s\/redirecttoopencasepage?lnk=flatitem\x22},{\x22title\x22:\x22View more\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/mysupport\/s\/?language=en_US\x26lnk=flatitem\x22},{\x22title\x22:\x22View support plans\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/support\/pages\/ibm\u002Dsupport\u002Dofferings?lnk=flatitem\x22},{\x22title\x22:\x22View your cases\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/mysupport\/s\/my\u002Dcases?lnk=flatitem\x22}]},{\x22heading\x22:{\x22title\x22:\x22Technology Lifecycle Services\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/services\/technology\u002Dlifecycle\u002Dservices?lnk=flathl\x22,\x22description\x22:\x22\x22},\x22links\x22:[{\x22title\x22:\x22Enterprise networking and security\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/services\/networking\u002Dsupport?lnk=flatitem\x22},{\x22title\x22:\x22Servers and storage\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/services\/systems\u002Dsupport?lnk=flatitem\x22},{\x22title\x22:\x22Software\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/services\/software\u002Dsupport?lnk=flatitem\x22}]},{\x22heading\x22:{\x22title\x22:\x22Training\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/training\/?lnk=flathl\x22,\x22description\x22:\x22\x22},\x22links\x22:[{\x22title\x22:\x22Courses\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/training\/search?q=course\x26lnk=flatitem\x22},{\x22title\x22:\x22Digital learning subscriptions\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/training\/subscriptions?lnk=flatitem\x22},{\x22title\x22:\x22Learning paths \x26 collections\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/training\/learning\u002Dpaths\u002Dand\u002Dcollections?lnk=flatitem\x22},{\x22title\x22:\x22Professional certifications\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/training\/credentials?lnk=flatitem\x22}]}]}],\x22viewAll\x22:{\x22title\x22:\x22\x22,\x22url\x22:\x22\x22}}},{\x22title\x22:\x22Think\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/think?lnk=L0G\x22}]}}"; const searchPlaceholderText = "Search all of IBM"; const links = JSON.parse(l0Json).mastheadNav.links; const unAuthenticated = JSON.parse(l0Json).profileMenu.signedout; const authenticated = JSON.parse(l0Json).profileMenu.signedin; const mastheadContainerEl = document.querySelector('c4d-masthead-container'); mastheadContainerEl.navLinks = links; mastheadContainerEl.unauthenticatedProfileItems = unAuthenticated; mastheadContainerEl.authenticatedProfileItems = authenticated; const appendSearchPlaceholderText = () => { const typeheadEl = mastheadContainerEl.querySelector('c4d-search-with-typeahead'); if (typeheadEl) { typeheadEl.searchPlaceholder = searchPlaceholderText; observer.disconnect(); } } let observer = new MutationObserver(appendSearchPlaceholderText); observer.observe(mastheadContainerEl, {subtree: true, childList: true}); </script> <script> var json = "{\x22title\x22:\x22Think\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/think\x22,\x22menuItems\x22:[{\x22title\x22:\x22Artificial intelligence\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/think\/artificial\u002Dintelligence\x22},{\x22title\x22:\x22Cloud\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/think\/cloud\x22},{\x22title\x22:\x22Security\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/think\/security\x22},{\x22title\x22:\x22Sustainability\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/think\/sustainability\x22},{\x22title\x22:\x22Blog\x22,\x22submenu\x22:{\x22columns\x22:2,\x22footer\x22:{\x22title\x22:\x22View all blog posts\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/blog\/\x22},\x22menuSections\x22:[{\x22span\x22:1,\x22heading\x22:{\x22headingLevel\x22:2,\x22title\x22:\x22Categories\x22},\x22items\x22:[{\x22title\x22:\x22Analytics\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/blog\/category\/analytics\/\x22},{\x22title\x22:\x22Artificial intelligence\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/blog\/category\/artificial\u002Dintelligence\/\x22},{\x22title\x22:\x22Automation\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/blog\/category\/automation\/\x22},{\x22title\x22:\x22Business transformation\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/blog\/category\/business\u002Dtransformation\/\x22},{\x22title\x22:\x22Cloud\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/blog\/category\/cloud\/\x22},{\x22title\x22:\x22Security\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/blog\/category\/security\/\x22},{\x22title\x22:\x22Social impact\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/blog\/category\/social\u002Dimpact\/\x22},{\x22title\x22:\x22Supply chain\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/blog\/category\/supply\u002Dchain\/\x22},{\x22title\x22:\x22Sustainability\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/blog\/category\/sustainability\/\x22}]},{\x22span\x22:1,\x22heading\x22:{\x22headingLevel\x22:2,\x22title\x22:\x22Industries\x22},\x22items\x22:[{\x22title\x22:\x22Energy and utilities\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/blog\/category\/energy\u002Dand\u002Dutilities\/\x22},{\x22title\x22:\x22Financial services\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/blog\/category\/financial\u002Dservices\/\x22},{\x22title\x22:\x22Government\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/blog\/category\/government\/\x22},{\x22title\x22:\x22Healthcare\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/blog\/category\/healthcare\/\x22},{\x22title\x22:\x22Manufacturing\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/blog\/category\/manufacturing\/\x22},{\x22title\x22:\x22Media and entertainment\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/blog\/category\/media\u002Dand\u002Dentertainment\/\x22},{\x22title\x22:\x22Mining and extraction\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/blog\/category\/mining\u002Dand\u002Dextraction\/\x22},{\x22title\x22:\x22Technology\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/blog\/category\/technology\/\x22},{\x22title\x22:\x22Telecommunications\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/blog\/category\/telecommunications\/\x22},{\x22title\x22:\x22Transportation\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/blog\/category\/transportation\/\x22}]}]}},{\x22title\x22:\x22Videos\x22,\x22submenu\x22:{\x22columns\x22:1,\x22menuSections\x22:[{\x22span\x22:1,\x22items\x22:[{\x22title\x22:\x22Overview\x22,\x22target\x22:\x22_self\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/think\/videos\x22},{\x22title\x22:\x22AI Academy\x22,\x22target\x22:\x22_self\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/think\/videos\/ai\u002Dacademy\x22},{\x22title\x22:\x22Rethink use cases\x22,\x22target\x22:\x22_self\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/think\/videos\/series\/rethink\x22},{\x22title\x22:\x22Think 2024 on demand\x22,\x22target\x22:\x22_self\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/think\/videos\/series\/think\u002Dkeynotes\x22}]}]}},{\x22title\x22:\x22Reports\x22,\x22submenu\x22:{\x22columns\x22:1,\x22menuSections\x22:[{\x22span\x22:1,\x22items\x22:[{\x22title\x22:\x22AI in Action 2024\x22,\x22target\x22:\x22_self\x22,\x22url\x22:\x22http:\/\/www.ibm.com\/think\/reports\/ai\u002Din\u002Daction\x22},{\x22title\x22:\x22State of Sustainability Readiness Report 2024\x22,\x22target\x22:\x22_self\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/think\/reports\/sustainability\u002Dreadiness\x22},{\x22title\x22:\x22Cost of a Data Breach 2024\x22,\x22target\x22:\x22_self\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/reports\/data\u002Dbreach\x22},{\x22title\x22:\x22IBM X\u002DForce Threat Intelligence Index 2024\x22,\x22target\x22:\x22_self\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/reports\/threat\u002Dintelligence\x22},{\x22title\x22:\x22CEO’s Guide to Generative AI\x22,\x22target\x22:\x22_self\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/thought\u002Dleadership\/institute\u002Dbusiness\u002Dvalue\/en\u002Dus\/report\/ceo\u002Dgenerative\u002Dai\x22},{\x22title\x22:\x22Hybrid by Design: The great tech reset\x22,\x22target\x22:\x22_self\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/thought\u002Dleadership\/institute\u002Dbusiness\u002Dvalue\/en\u002Dus\/report\/hybrid\u002Dby\u002Ddesign\x22},{\x22title\x22:\x222024 CEO Study\x22,\x22target\x22:\x22_self\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/thought\u002Dleadership\/institute\u002Dbusiness\u002Dvalue\/en\u002Dus\/c\u002Dsuite\u002Dstudy\/ceo\x22},{\x22title\x22:\x22View all IBV reports\x22,\x22target\x22:\x22_self\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/thought\u002Dleadership\/institute\u002Dbusiness\u002Dvalue\x22}]}]}},{\x22title\x22:\x22Podcasts\x22,\x22submenu\x22:{\x22columns\x22:1,\x22menuSections\x22:[{\x22span\x22:1,\x22items\x22:[{\x22title\x22:\x22Overview\x22,\x22target\x22:\x22_self\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/think\/podcasts\x22},{\x22title\x22:\x22Mixture of Experts\x22,\x22target\x22:\x22_self\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/think\/podcasts\/mixture\u002Dof\u002Dexperts\x22},{\x22title\x22:\x22AI in Action\x22,\x22target\x22:\x22_self\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/think\/podcasts\/ai\u002Din\u002Daction\x22},{\x22title\x22:\x22Smart Talks with IBM\x22,\x22target\x22:\x22_self\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/think\/podcasts\/smart\u002Dtalks\x22}]}]}},{\x22title\x22:\x22Events\x22,\x22submenu\x22:{\x22columns\x22:1,\x22menuSections\x22:[{\x22span\x22:1,\x22items\x22:[{\x22title\x22:\x22Think 2024\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/events\/think\x22},{\x22title\x22:\x22Think on Tour\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/events\/think\/on\u002Dtour\x22},{\x22title\x22:\x22TechXchange\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/community\/ibm\u002Dtechxchange\u002Dconference\/\x22}]}]}},{\x22title\x22:\x22More\x22,\x22submenu\x22:{\x22columns\x22:2,\x22footer\x22:{\x22title\x22:\x22View all\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/think\/search\x22},\x22menuSections\x22:[{\x22span\x22:1,\x22heading\x22:{\x22headingLevel\x22:2,\x22title\x22:\x22Topics\x22},\x22items\x22:[{\x22title\x22:\x22Analytics\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/think\/analytics\x22},{\x22title\x22:\x22Asset management\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/think\/asset\u002Dmanagement\x22},{\x22title\x22:\x22Business automation\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/think\/business\u002Dautomation\x22},{\x22title\x22:\x22Business operations\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/think\/business\u002Doperations\x22},{\x22title\x22:\x22Compute and servers\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/think\/compute\x22},{\x22title\x22:\x22DevOps\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/think\/devops\x22},{\x22title\x22:\x22IT automation\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/think\/it\u002Dautomation\x22},{\x22title\x22:\x22IT infrastructure\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/think\/it\u002Dinfrastructure\x22},{\x22title\x22:\x22Middleware\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/think\/middleware\x22},{\x22title\x22:\x22Network\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/think\/network\x22},{\x22title\x22:\x22Quantum\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/think\/quantum\x22},{\x22title\x22:\x22Storage\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/think\/storage\x22}]},{\x22span\x22:1,\x22heading\x22:{\x22headingLevel\x22:2,\x22title\x22:\x22Content types\x22},\x22items\x22:[{\x22title\x22:\x22Explainers\x22,\x22target\x22:\x22_self\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/topics\x22},{\x22title\x22:\x22News\x22,\x22target\x22:\x22_self\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/think\/news\x22},{\x22title\x22:\x22Newsletters\x22,\x22target\x22:\x22_self\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/subscribe\x22},{\x22title\x22:\x22Reference architectures\x22,\x22target\x22:\x22_self\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/architectures\x22}]}]}}],\x22actions\x22:{\x22login\x22:null,\x22cta\x22:{\x22title\x22:\x22Subscribe\x22,\x22url\x22:\x22https:\/\/www.ibm.com\/account\/reg\/signup?formid=news\u002Durx\u002D52954\x22}},\x22linkOrContactModule\x22:false,\x22optinalCta\x22:true}"; document.querySelector('c4d-masthead-container').l1Data = JSON.parse(json); document.querySelector('.masthead').classList.add("hasNavigation"); document.documentElement.style.setProperty('--anker-navigation-spacing', '-6rem'); document.addEventListener('DOMContentLoaded', () => { document.querySelector('c4d-masthead-l1').overviewText = 'Overview'; }); </script> <script type="text/javascript"> if(window.location.href.includes("/careers")){ document.querySelector('c4d-masthead-container').setAttribute("has-search","false"); document.querySelector('c4d-masthead-container').setAttribute("has-profile","false"); } </script> </div> <div class="leadspace-container container responsivegrid"> <div id="leadspace-container-d09e8c4d3e" class="cmp-container"> <div class="leadspace-article"> <div class="bx--leadspace-article"> <section class="bx--leadspace-article__section"> <div class="bx--leadspace-article__container--left"> <div class="bx--leadspace-article__row"> <div class="bx--leadspace-article__title"> <caem-heading slot="heading" type="h1" type-style="expressive-heading-05"> AI this Earth Day: Top opportunities to advance sustainability initiatives </caem-heading> </div> </div> <div class="bx--leadspace-article__row"> <dds-image id="image--1038124085" alt="Coffee Bean Seedling at Coffee Farm" slot="media" default-src="/content/dam/connectedassets-adobe-cms/worldwide-content/stock-assets/getty/image/photography/68/a0/coffee-seeds-farm-1.component.crop-2by1-xl.ts=1725051447452.jpg/content/adobe-cms/us/en/think/insights/ai-earth-day/jcr:content/root/leadspace_container/leadspace_article" class="" caption-alignment="left"> <dds-image-item media="(min-width: 1312px) and (min-resolution: 192dpi)" srcset="/content/dam/connectedassets-adobe-cms/worldwide-content/stock-assets/getty/image/photography/68/a0/coffee-seeds-farm-1.component.crop-2by1-xl-retina.ts=1725051447452.jpg/content/adobe-cms/us/en/think/insights/ai-earth-day/jcr:content/root/leadspace_container/leadspace_article"></dds-image-item> <dds-image-item media="(min-width: 1312px)" srcset="/content/dam/connectedassets-adobe-cms/worldwide-content/stock-assets/getty/image/photography/68/a0/coffee-seeds-farm-1.component.crop-2by1-xl.ts=1725051447452.jpg/content/adobe-cms/us/en/think/insights/ai-earth-day/jcr:content/root/leadspace_container/leadspace_article"></dds-image-item> <dds-image-item media="(min-width: 1056px) and (min-resolution: 192dpi)" srcset="/content/dam/connectedassets-adobe-cms/worldwide-content/stock-assets/getty/image/photography/68/a0/coffee-seeds-farm-1.component.crop-2by1-l-retina.ts=1725051447452.jpg/content/adobe-cms/us/en/think/insights/ai-earth-day/jcr:content/root/leadspace_container/leadspace_article"></dds-image-item> <dds-image-item media="(min-width: 1056px)" srcset="/content/dam/connectedassets-adobe-cms/worldwide-content/stock-assets/getty/image/photography/68/a0/coffee-seeds-farm-1.component.crop-2by1-l.ts=1725051447452.jpg/content/adobe-cms/us/en/think/insights/ai-earth-day/jcr:content/root/leadspace_container/leadspace_article"></dds-image-item> <dds-image-item media="(min-width: 672px) and (min-resolution: 192dpi)" srcset="/content/dam/connectedassets-adobe-cms/worldwide-content/stock-assets/getty/image/photography/68/a0/coffee-seeds-farm-1.component.crop-2by1-m-retina.ts=1725051447452.jpg/content/adobe-cms/us/en/think/insights/ai-earth-day/jcr:content/root/leadspace_container/leadspace_article"></dds-image-item> <dds-image-item media="(min-width: 672px)" srcset="/content/dam/connectedassets-adobe-cms/worldwide-content/stock-assets/getty/image/photography/68/a0/coffee-seeds-farm-1.component.crop-2by1-m.ts=1725051447452.jpg/content/adobe-cms/us/en/think/insights/ai-earth-day/jcr:content/root/leadspace_container/leadspace_article"></dds-image-item> <dds-image-item media="(min-width: 481px) and (min-resolution: 192dpi)" srcset="/content/dam/connectedassets-adobe-cms/worldwide-content/stock-assets/getty/image/photography/68/a0/coffee-seeds-farm-1.component.crop-2by1-s-retina.ts=1725051447452.jpg/content/adobe-cms/us/en/think/insights/ai-earth-day/jcr:content/root/leadspace_container/leadspace_article"></dds-image-item> <dds-image-item media="(min-width: 481px)" srcset="/content/dam/connectedassets-adobe-cms/worldwide-content/stock-assets/getty/image/photography/68/a0/coffee-seeds-farm-1.component.crop-2by1-s.ts=1725051447452.jpg/content/adobe-cms/us/en/think/insights/ai-earth-day/jcr:content/root/leadspace_container/leadspace_article"></dds-image-item> <dds-image-item media="(max-width: 480px) and (min-resolution: 192dpi)" srcset="/content/dam/connectedassets-adobe-cms/worldwide-content/stock-assets/getty/image/photography/68/a0/coffee-seeds-farm-1.component.crop-2by1-xs-retina.ts=1725051447452.jpg/content/adobe-cms/us/en/think/insights/ai-earth-day/jcr:content/root/leadspace_container/leadspace_article"></dds-image-item> <dds-image-item media="(max-width: 480px)" srcset="/content/dam/connectedassets-adobe-cms/worldwide-content/stock-assets/getty/image/photography/68/a0/coffee-seeds-farm-1.component.crop-2by1-xs.ts=1725051447452.jpg/content/adobe-cms/us/en/think/insights/ai-earth-day/jcr:content/root/leadspace_container/leadspace_article"></dds-image-item> </dds-image> </div> </div> <div class="bx--leadspace-article__container--right"> <div class="bx--leadspace-article__row bx--leadspace-article__row--border"> <div class="bx--leadspace-article__tags"> <div class="bx--leadspace-article__tags--title"> <caem-heading type="h4" type-style="productive-heading-02">Tags </caem-heading> </div> <dds-tag-group> <dds-tag-link href="https://www.ibm.com/think/sustainability"> Sustainability </dds-tag-link> </dds-tag-group> </div> </div> <div class="bx--leadspace-article__row bx--leadspace-article__row--border"> <caem-heading slot="heading" type="h4" type-style="productive-heading-02"> 22 April 2024 </caem-heading> <caem-paragraph type-style="body-short-02"> <div class="cms-richtext " id="rich-text-84dde0d08d" data-dynamic-inner-content="description"> <span class="rt-label rt-prefix"></span> <span class="rt-time"> 5</span> <span class="rt-label rt-postfix">min read</span> </div> </caem-paragraph> </div> <div class="bx--leadspace-article__row--border bx--leadspace-article__row--share"> <div class="bx-btn--share-module"> <div class="bx-btn--share-module__container"> <div class="bx-btn--share-module__copy-button"> <bx-btn href="https://www.ibm.com/think/insights/ai-earth-day" kind="secondary"> <svg xmlns="http://www.w3.org/2000/svg" slot="icon" width="16" height="16" fill="currentColor" viewBox="0 0 32 32" aria-hidden="true"> <path d="M29.25,6.76a6,6,0,0,0-8.5,0l1.42,1.42a4,4,0,1,1,5.67,5.67l-8,8a4,4,0,1,1-5.67-5.66l1.41-1.42-1.41-1.42-1.42,1.42a6,6,0,0,0,0,8.5A6,6,0,0,0,17,25a6,6,0,0,0,4.27-1.76l8-8A6,6,0,0,0,29.25,6.76Z"/> <path d="M4.19,24.82a4,4,0,0,1,0-5.67l8-8a4,4,0,0,1,5.67,0A3.94,3.94,0,0,1,19,14a4,4,0,0,1-1.17,2.85L15.71,19l1.42,1.42,2.12-2.12a6,6,0,0,0-8.51-8.51l-8,8a6,6,0,0,0,0,8.51A6,6,0,0,0,7,28a6.07,6.07,0,0,0,4.28-1.76L9.86,24.82A4,4,0,0,1,4.19,24.82Z"/> </svg> </bx-btn> <div class="bx-btn--share-module__tooltip hide"> Link copied </div> </div> <bx-btn target="_blank" href="https://www.linkedin.com/shareArticle?url=https://www.ibm.com/think/insights/ai-earth-day&title=AI%20Earth%20Day" kind="secondary"> <svg xmlns="http://www.w3.org/2000/svg" slot="icon" width="16" height="16" fill="currentColor" viewBox="0 0 32 32" aria-hidden="true"> <path d="M26.2,4H5.8C4.8,4,4,4.8,4,5.7v20.5c0,0.9,0.8,1.7,1.8,1.7h20.4c1,0,1.8-0.8,1.8-1.7V5.7C28,4.8,27.2,4,26.2,4z M11.1,24.4 H7.6V13h3.5V24.4z M9.4,11.4c-1.1,0-2.1-0.9-2.1-2.1c0-1.2,0.9-2.1,2.1-2.1c1.1,0,2.1,0.9,2.1,2.1S10.5,11.4,9.4,11.4z M24.5,24.3 H21v-5.6c0-1.3,0-3.1-1.9-3.1c-1.9,0-2.1,1.5-2.1,2.9v5.7h-3.5V13h3.3v1.5h0.1c0.5-0.9,1.7-1.9,3.4-1.9c3.6,0,4.3,2.4,4.3,5.5V24.3z"/> </svg> </bx-btn> <bx-btn target="_blank" href="https://www.facebook.com/share.php?u=https://www.ibm.com/think/insights/ai-earth-day" kind="secondary"> <svg xmlns="http://www.w3.org/2000/svg" slot="icon" width="16" height="16" fill="currentColor" viewBox="0 0 32 32" aria-hidden="true"> <path d="M26.67,4H5.33A1.34,1.34,0,0,0,4,5.33V26.67A1.34,1.34,0,0,0,5.33,28H16.82V18.72H13.7V15.09h3.12V12.42c0-3.1,1.89-4.79,4.67-4.79.93,0,1.86,0,2.79.14V11H22.37c-1.51,0-1.8.72-1.8,1.77v2.31h3.6l-.47,3.63H20.57V28h6.1A1.34,1.34,0,0,0,28,26.67V5.33A1.34,1.34,0,0,0,26.67,4Z" transform="translate(0 0)"/> </svg> </bx-btn> <bx-btn target="_blank" href="http://twitter.com/intent/tweet?text=AI%20Earth%20Day&url=https://www.ibm.com/think/insights/ai-earth-day" kind="secondary"> <svg xmlns="http://www.w3.org/2000/svg" slot="icon" width="16" height="16" fill="currentColor" viewBox="0 0 32 32" aria-hidden="true"> <path d="m18.2342,14.1624l8.7424-10.1624h-2.0717l-7.591,8.8238-6.0629-8.8238h-6.9929l9.1684,13.3432-9.1684,10.6568h2.0718l8.0163-9.3183,6.4029,9.3183h6.9929l-9.5083-13.8376h.0005Zm-2.8376,3.2984l-.9289-1.3287L7.0763,5.5596h3.1822l5.9649,8.5323.9289,1.3287,7.7536,11.0907h-3.1822l-6.3272-9.05v-.0005Z"/> </svg> </bx-btn> </div> </div> </div> </div> </section> </div> </div> </div> </div> <div class="table-of-contents container responsivegrid"> <dds-table-of-contents data-cmp-is="table-of-contents" data-autoid="dds--table-of-contents" class="cmp-table-of-contents" stickyoffset="96"> <div id="table-of-contents-bddcff21bf" class="cmp-table-of-contents table-of-contents-article bx-row"> <div class="body-article-8 container responsivegrid bx--col"> <div id="body-article-8-cad421e1e0" class="cmp-container"> <div class="rich-text text"><div class="cms-richtext " id="rich-text-41e3a3c001" data-dynamic-inner-content="description"> <p>This Earth Day, we are calling for action to conserve our scarcest resource: the planet. To drive real change, it’s crucial for individuals, industries, organizations and governments to work together, using data and technology to uncover new opportunities that will help advance sustainability initiatives across the globe.</p> <p>The world is behind on addressing climate change. With <a href="https://www.reuters.com/business/environment/spring-came-early-february-likely-warmest-record-amid-climate-change-2024-02-29/?utm_source=Sailthru&utm_medium=Newsletter&utm_campaign=Daily-Briefing&utm_term=022924&user_email=4fcc36d1cabc9167b457942b4c5025f5722c969faa4947b5fb4bff4960b92741" target="_blank" rel="noopener noreferrer">2024 on track to be the hottest year on record</a> (link resides outside ibm.com), data and AI can be applied to many areas to help supercharge sustainability efforts. We believe there are three core areas that every organization should focus on: sustainability strategy and reporting; energy transition and climate resilience; and intelligent asset, facility and infrastructure management.</p> </div></div> <div class="standalone-title enhanced-title text"> <a data-title="Sustainability strategy, data and reporting" name="Sustainability+strategy%2C+data+and+reporting"></a> <caem-heading type="h2">Sustainability strategy, data and reporting</caem-heading> </div> <div class="rich-text text"><div class="cms-richtext " id="rich-text-7d7c1bb127" data-dynamic-inner-content="description"> <p><em>Using data and AI to drive your sustainability strategy while meeting reporting requirements</em></p> <p>In speaking with our clients around the world, we found that sustainability remains a priority on their agendas. <a href="https://newsroom.ibm.com/2022-05-10-IBM-Study-CEOs-Feel-Pressure-to-Act-on-Sustainability-and-See-Business-Benefits,-Yet-Hindered-by-Challenges" target="_self" rel="noopener noreferrer">CEOs</a> say that sustainability investments will help drive better business results in the next 5 years. However, some organizations struggle to progress at their desired rate despite having strong commitment and acting accordingly. One of the key challenges they face is the lack of reliable data and insights, according to an <a href="https://www.ibm.com/thought-leadership/institute-business-value/report/esg-data-conundrum" target="_self" rel="noopener noreferrer">IBM survey of business leaders.</a></p> <p>AI technology can help overcome this challenge by turning intel into insights faster, enabling businesses to drive toward sustainability goals and financial targets more quickly. Using AI, business teams can “clean” data, manage through gaps, and report across different frameworks. This will help unlock competitive insights that are key for making strategic decisions, more quickly and consistently, and with less error. This approach can help organizations to more easily establish a sustainability strategy across the business. Also, it allows them to leverage said data and insights to supercharge their progress in a way that improves performance and meets regulatory requirements.</p> <p>At IBM, we act as “client zero” for some of our own solutions. For instance, <a href="https://www.ibm.com/case-studies/ibm-gre" target="_self" rel="noopener noreferrer">IBM Global Real Estate</a> uses our technology to track, analyze and report progress toward sustainability goals in a timely and accurate way. We use <a href="https://www.ibm.com/products/envizi?utm_content=SRCWW&p1=Search&p4=43700077268876026&p5=p&gad_source=1&gclid=EAIaIQobChMItvKJyb3EhQMVqkRHAR1olQqaEAAYASAAEgLtuvD_BwE&gclsrc=aw.ds" target="_blank" rel="noopener noreferrer">IBM Envizi</a> to collect data from 6,500+ utility bills we receive globally each year and summarize total energy consumption, cost, and renewable electricity purchases across IBM<strong> </strong>to save many hours of calculations. With this technology, we can pull reports and filter by location, geography and utility, among others, to understand where energy consumption is highest, identify any unexpected changes, and find out where IBM has the <a href="https://www.ibm.com/impact/2023-ibm-impact-report" target="_self" rel="noopener noreferrer">most opportunity to drive energy conservation</a>.</p> </div></div> <div class="standalone-title enhanced-title text"> <a data-title="Energy transition and climate resilience" name="Energy+transition+and+climate+resilience"></a> <caem-heading type="h2">Energy transition and climate resilience</caem-heading> </div> <div class="rich-text text"><div class="cms-richtext " id="rich-text-71c9970118" data-dynamic-inner-content="description"> <p><em>Applying AI and IoT to accelerate the transition to sustainable energy sources</em></p> <p>There is a <a href="https://www.un.org/en/climatechange/raising-ambition/renewable-energy#:~:text=The%20science%20is%20clear:%20to%20avoid%20the,are%20clean%2C%20accessible%2C%20affordable%2C%20sustainable%2C%20and%20reliable." target="_blank" rel="noopener noreferrer">clear need</a> (link resides outside ibm.com) to accelerate the transition to low-carbon energy sources and transform infrastructures to build more climate-resilient organizations. Our approach includes applying AI, Internet of Things (IoT), and advanced data and automation solutions to empower this transition.</p> <p>For example, the supermarket chain Salling Group <a href="https://newsroom.ibm.com/Transforming-the-Energy-Consumption-Model-for-Buildings" target="_blank" rel="noopener noreferrer">takes advantage of IBM Consulting’s Flex Platform</a> to balance their electricity consumption in relation to the supply of renewable power sources in the grid. The platform, created in partnership with Andel Energi in Denmark, uses IoT sensors, AI and the cloud to provide an energy ecosystem for consumers to participate in real-time, intelligent grid optimization. This technology facilitates working with intermittent energy sources such as renewables, interfacing with existing building management platforms. This enables large buildings, such as grocery stores, to partially pause their energy use—for example heating or cooling—up to a threshold where there is no material impact to their operations, based on electricity available via renewable electricity production-and to be paid for this flexibility.</p> <p>We are also working to help organizations become more climate resilient by providing them with the tools needed to predict climate impact. For example, we are working on a <a href="https://research.ibm.com/blog/geospatial-models-nasa-ai" target="_blank" rel="noopener noreferrer">geospatial foundation model</a> which can be fine-tuned to track deforestation, detect GHGs, or predict crop yields. Foundation models help identify and analyze data, surface trends such as where and why populations are moving, provide insight on how to serve them with renewable energy, and also estimate where carbon is stored, how long it will take to degrade, and more. We also know that using AI requires vast amounts of energy and data. As AI is becoming more widely leveraged, organizations should consider how to design and manage AI systems sustainably, which can include running processing systems in regions powered by more renewable energy sources, and ensuring that compute workloads use this energy efficiently. IBM has taken many steps towards mitigating its AI systems’ environmental impact, according to our <a href="https://www.ibm.com/blog/for-the-planet-and-people-ibms-focus-on-ai-ethics-in-sustainability" target="_blank" rel="noopener noreferrer">AI ethics board.</a> For example, In 2023, 70.6% of IBM’s total electricity consumption came from renewable sources, including 74% of the electricity consumed in IBM data centers. Additionally, in our IBM <a href="https://www.ibm.com/case-studies/ibm-hursley" target="_blank" rel="noopener noreferrer">Hursley Datacenter</a>, we are leveraging our own technology to conserve power across 4,500 physical compute systems.</p> </div></div> <div class="standalone-title enhanced-title text"> <a data-title="Intelligent asset, facility and infrastructure management" name="Intelligent+asset%2C+facility+and+infrastructure+management"></a> <caem-heading type="h2">Intelligent asset, facility and infrastructure management</caem-heading> </div> <div class="rich-text text"><div class="cms-richtext " id="rich-text-fe6af60ff5" data-dynamic-inner-content="description"> <p><em>Leveraging AI to build efficient physical operations, manage costs and reduce the environmental footprint</em></p> <p>The key to achieving the United Nation’s target through 2030 lies in enhancing the performance of assets, facilities and infrastructure. This will help advance progress by optimizing resources used.</p> <p>The U.S. <a href="https://www.ibm.com/case-studies/city-of-atlanta-deam" target="_blank" rel="noopener noreferrer">City of Atlanta</a>, for example, uses <a href="https://www.ibm.com/products/maximo?utm_content=SRCWW&p1=Search&p4=43700050290494242&p5=e&gad_source=1&gclid=EAIaIQobChMIxu2azuTOhQMVeEpHAR3oDgaiEAAYASAAEgLiiPD_BwE&gclsrc=aw.ds" target="_blank" rel="noopener noreferrer">IBM Maximo</a> to maintain 51 of its facilities including Fire, Police, Parks, Public Works, and all city-owned buildings. This solution provides a single, integrated platform with access to comprehensive monitoring, maintenance, and reliability applications across city departments which can use this platform to plan and schedule maintenance, track work orders, manage maintenance, etcetera, all within a single platform. Ultimately, this technology contributes to the city’s sustainability initiatives by helping maintain and preserve their assets and help facilities run more efficiently, saving the city time and money. Atlanta plans to continue expanding upon Maximo’s capabilities, particularly in the area of AI.</p> <p>We are already developing innovative technology that can improve these capabilities and tackle the forthcoming challenges, while keeping up with emerging regulations and the ever-changing industry. We are seeing an industry shift from enterprise asset management (EAM) toward <a href="https://www.ibm.com/topics/asset-lifecycle-management" target="_self" rel="noopener noreferrer">asset life cycle management</a> (ALM) due to the rise of AI and new sustainability regulations. ALM allows us to extend an asset’s overall lifespan, increasing its efficiency in ways we couldn’t before. <a href="https://www.ibm.com/case-studies/downer" target="_self" rel="noopener noreferrer">Downer</a> explored this by working with IBM Consulting and using our technology to harness real-time data from 200+ trains across Australia. The analytics support predictive maintenance, reduce malfunctions, and increased train reliability by 51%.</p> </div></div> <div class="standalone-title enhanced-title text"> <a data-title="Looking to the future of AI" name="Looking+to+the+future+of+AI"></a> <caem-heading type="h2">Looking to the future of AI</caem-heading> </div> <div class="rich-text text"><div class="cms-richtext " id="rich-text-7660824cd9" data-dynamic-inner-content="description"> <p><em>Accelerate progress with the help of generative AI</em></p> <p>When thinking about the future of sustainability, Generative AI comes to mind as it has the potential to play an important role. <a href="https://research.ibm.com/blog/what-is-generative-AI?utm_content=SRCWW&p1=Search&p4=43700078077908934&p5=e&gad_source=1&gclid=EAIaIQobChMI7Ky-nYzHhQMVOE5HAR2vngRsEAMYASABEgKRqfD_BwE&gclsrc=aw.ds" target="_self" rel="noopener noreferrer">Generative AI</a> refers to deep-learning models that can take raw data and “learn” to generate statistically probable outputs when prompted. Leveraging generative AI to advance sustainability targets can enable businesses to realize both sustainability goals and financial targets quickly. IBM <a href="https://www.ibm.com/thought-leadership/institute-business-value/report/sustainability-business-value" target="_self" rel="noopener noreferrer">research shows</a> that organizations that operationalize sustainability (read: embed sustainability practices within the business) are 52% more likely to outperform their peers on profitability, and enjoy a 16% higher rate of revenue growth. <a href="https://www.ibm.com/thought-leadership/institute-business-value/report/ceo-generative-ai/ceo-ai-sustainability" target="_self" rel="noopener noreferrer">Additional IBM research</a> shows that <a href="https://www.ibm.com/thought-leadership/institute-business-value/report/ceo-generative-ai/ceo-ai-sustainability" target="_self" rel="noopener noreferrer">61% of surveyed executives</a> say generative AI will be important for their sustainability agenda accordingly and that they plan to increase their investment in generative AI for sustainability. As ever, how these technologies are deployed needs careful consideration to ensure the delivery of both business and sustainability benefits. </p> <p>At IBM, we are exploring different ways to tap into data and AI to help organizations achieve progress for their business and embed sustainability into day-to-day core business operations. Environmental issues will not be resolved without the collaboration of businesses, governments and society together, and Earth Day is a reminder that we all need to take action to achieve real progress. Everyone has a role to play in addressing today’s challenges, and IBM is committed to helping guide organizations toward sustainable practices as well as implement data-driven technologies to deliver positive environmental impact.</p> <div id="sec-overlay" style=" display: none; "><div id="sec-container"> </div> </div> </div></div> <div class="author-signature"> <div class="cmp-author-signature "> <caem-heading type="h2" type-style="productive-heading-02" class="author-signature__title"> Author </caem-heading> <div class="bx--author-signature"> <div class="bx--author-signature__author"> <div class="bx--author-signature__author--image"> <div class="bx--author-signature__author--image--default"> <svg id="icon" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 32 32"> <path d="M16,8a5,5,0,1,0,5,5A5,5,0,0,0,16,8Zm0,8a3,3,0,1,1,3-3A3.0034,3.0034,0,0,1,16,16Z"/> <path d="M16,2A14,14,0,1,0,30,16,14.0158,14.0158,0,0,0,16,2ZM10,26.3765V25a3.0033,3.0033,0,0,1,3-3h6a3.0033,3.0033,0,0,1,3,3v1.3765a11.8989,11.8989,0,0,1-12,0Zm13.9925-1.4507A5.0016,5.0016,0,0,0,19,20H13a5.0016,5.0016,0,0,0-4.9925,4.9258,12,12,0,1,1,15.985,0Z"/> </svg> </div> </div> <div class="bx--author-signature__author--details"> <caem-heading type="h4" type-style="productive-heading-02">Oday Abbosh</caem-heading> <caem-paragraph size="normal" type-style="body-short-02">Global Sustainability Services Leader, IBM Consulting</caem-paragraph> </div> </div> <div class="bx--author-signature__author"> <div class="bx--author-signature__author--image"> <dds-image id="image-1613009356" alt="Christina" slot="media" default-src="/content/dam/connectedassets-adobe-cms/worldwide-content/creative-assets/s-migr/ul/g/d7/a4/cs-portrait.png" class=""> </dds-image> <div class="bx--author-signature__author--image--default"> <svg id="icon" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 32 32"> <path d="M16,8a5,5,0,1,0,5,5A5,5,0,0,0,16,8Zm0,8a3,3,0,1,1,3-3A3.0034,3.0034,0,0,1,16,16Z"/> <path d="M16,2A14,14,0,1,0,30,16,14.0158,14.0158,0,0,0,16,2ZM10,26.3765V25a3.0033,3.0033,0,0,1,3-3h6a3.0033,3.0033,0,0,1,3,3v1.3765a11.8989,11.8989,0,0,1-12,0Zm13.9925-1.4507A5.0016,5.0016,0,0,0,19,20H13a5.0016,5.0016,0,0,0-4.9925,4.9258,12,12,0,1,1,15.985,0Z"/> </svg> </div> </div> <div class="bx--author-signature__author--details"> <a href="https://www.ibm.com/think/author/christina-shim"> <caem-heading type="h4" type-style="productive-heading-02">Christina Shim</caem-heading> </a> <caem-paragraph size="normal" type-style="body-short-02">Chief Sustainability Officer, IBM</caem-paragraph> </div> </div> </div> </div> </div> </div> </div> <div class="body-article-4 container responsivegrid bx--col"> <div id="body-article-4-15817cae18" class="cmp-container"> <div class="card-list-item card link button"> </div> <div class="link-list"> <dds-link-list type="default"> <dds-link-list-item-card cta-type="local" href="https://www.ibm.com/info/earth-day"> <p>Transforming challenges into solutions</p> <dds-card-cta-footer href="https://www.ibm.com/info/earth-day" cta-type="local"> </dds-card-cta-footer> </dds-link-list-item-card> </dds-link-list> </div> </div> </div> </div> </dds-table-of-contents> </div> <div class="body-article-16 container responsivegrid bx--col"><div class="bx--grid"> <div class="bx--row"> <div class="bx--col-lg-16 bx--no-gutter"> <div class="bx--content-section"> <div id="container-735523c2ec" class="cmp-container"> </div> </div> </div> </div> </div></div> <div class="footer"> <dds-footer-container data-cmp-is="footer" data-autoid="dds--footer" class="cmp-footer" data-children-count="0" size="2"></dds-footer-container> </div> </div> </div> </dds-video-cta-container> <div class="video-modal-overlay" aria-hidden="true"> <div class="video-modal-overlay__dialog"> <div class="video-modal-overlay__dialog--body"> <div class="video-modal-overlay__dialog--body__close-btn"> <svg width="24" height="24" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg"> <rect width="24" height="24" fill="white" fill-opacity="0.01" style="mix-blend-mode:multiply"/> <path id="Vector" d="M13.0606 12L19.5 5.56058L18.4394 4.5L12 10.9394L5.56072 4.5L4.5 5.56058L10.9394 12L4.5 18.4394L5.56072 19.5L12 13.0606L18.4394 19.5L19.5 18.4394L13.0606 12Z" fill="#161616"/> </svg> </div> <div class="video-modal-overlay__dialog--body-content"> <div class="video-modal-overlay__loading-container"> <bx-loading></bx-loading> </div> <div class="video-wms hide"> <iframe class="video-modal-content" data-original-src="https://video.ibm.com/embed/$[wmsChanneId]?volume=0&autoplay=true&controls=true" src="" webkitallowfullscreen allowfullscreen frameborder="no" referrerpolicy="no-referrer-when-downgrade"></iframe> </div> <div class="video-media-center hide"> <dds-video-player-container video-id="" aspect-ratio="16x9" auto-play muted playing-mode="inline"></dds-video-player-container> </div> </div> </div> </div> </div> <dds-lightbox-video-player-container></dds-lightbox-video-player-container> <script src="/etc.clientlibs/adobe-cms/clientlibs/clientlib-idlBundle.lc-184f1369edfafb914817c747b0b7778e-lc.min.js"></script> <script src="/etc.clientlibs/adobe-cms/clientlibs/clientlib-target-antiflicker.lc-36a1efb28e947b5873f4a28c2cf9d5eb-lc.min.js"></script> <script src="/etc.clientlibs/adobe-cms/clientlibs/clientlib-idlStyles.lc-f5a7744980f951b41a897229a7802b6f-lc.min.js"></script> <script src="https://www.ibm.com/common/digitaladvisor/cm-app/latest/cm-app.min.js" defer async></script> <script type="module" src="https://1.www.s81c.com/common/carbon/web-components/version/v1.47.1/tag.min.js"></script> <script type="module" src="https://1.www.s81c.com/common/carbon/web-components/version/v1.47.1/code-snippet.min.js"></script> <script type="module" src="https://1.www.s81c.com/common/carbon/web-components/version/v1.47.1/button.min.js"></script> <script type="module" src="https://1.www.s81c.com/common/carbon/web-components/version/v1.47.1/loading.min.js"></script> <script type="module" src="https://1.www.s81c.com/common/carbon-for-ibm-dotcom/version/v1.51.1/link-list.min.js"></script> <script type="module" src="https://1.www.s81c.com/common/carbon-for-ibm-dotcom/version/v1.51.1/table-of-contents.min.js"></script> <script type="module" src="https://1.www.s81c.com/common/carbon-for-ibm-dotcom/version/v1.51.1/video-player.min.js"></script> <script type="module" src="https://1.www.s81c.com/common/carbon-for-ibm-dotcom/version/v1.51.1/card-cta-footer.js"></script> <script type="module" src="https://1.www.s81c.com/common/carbon-for-ibm-dotcom/version/v1.51.1/footer.min.js"></script> <script type="module" src="https://1.www.s81c.com/common/carbon-for-ibm-dotcom/version/v1.51.1/tag-group.min.js"></script> <script type="module" src="https://1.www.s81c.com/common/carbon-for-ibm-dotcom/version/v1.51.1/content-group-heading.js"></script> <script type="module" src="https://1.www.s81c.com/common/carbon-for-ibm-dotcom/version/v1.51.1/image.min.js"></script> <script type="module" src="https://1.www.s81c.com/common/carbon-for-ibm-dotcom/version/v1.51.1/lightbox-video-player.min.js"></script> <script type="module" src="https://1.www.s81c.com/common/carbon-for-ibm-dotcom/version/v1.51.1/content-group.min.js"></script> <script type="module" src="https://1.www.s81c.com/common/carbon-for-ibm-dotcom/version/v1.51.1/video-cta-container.min.js"></script> <script type="module" src="https://1.www.s81c.com/common/carbon/carbon-for-aem/version/v0.19.0/paragraph.min.js"></script> <script type="module" src="https://1.www.s81c.com/common/carbon/carbon-for-aem/version/v0.19.0/leadspace.min.js"></script> <script type="module" src="https://1.www.s81c.com/common/carbon/carbon-for-aem/version/v0.19.0/heading.min.js"></script> <script type="module" id="anti-flicker-script"> document.getElementById('anti-flicker-style').remove(); document.getElementById('anti-flicker-script').remove(); </script> <script defer src="/etc.clientlibs/adobe-cms/clientlibs/clientlib-pdfviewer.lc-e4412705ab74ab8b0e2e21371e0762c9-lc.min.js"></script> <!-- Added for Adobe analytics implementation ADCMS-5834 <script type="text/javascript"> adobeDataLayer.push({ "event": "linkClick", "web": { "webPageDetails": { "URL": document.URL, "name": "home" }, "webInteraction": { "linkClick":"event", "value":"1", "type": "other", "URL": document.URL, "name": "linkClick: " + document.URL } }, }) </script> !--> <!-- Added for Adobe analytics implementation ADCMS-5834 & ADCMS-6152 !--> <script type="text/javascript"> document.addEventListener("DOMContentLoaded", function() { var templatePath = "\/conf\/adobe\u002Dcms\u002Deditable\/settings\/wcm\/templates\/article"; var templateName = templatePath.split('/').pop(); const currentUrl = document.URL; const parts = currentUrl.split("/"); const sectionOne = parts.length > 3 ? parts[3].split("?")[0] : ""; const sectionTwo = parts.length > 4 ? parts[4].split("?")[0] : ""; const sectionThree = parts.length > 5 ? parts[5].split("?")[0] : ""; function getCookieByName(name) { const cookieArr = document.cookie.split(';'); for (let i = 0; i < cookieArr.length; i++) { const cookie = cookieArr[i].trim(); if (cookie.startsWith(name + "=")) { return cookie.substring(name.length + 1); } } return null; } function cleanUrl(url) { let modifiedUrl = url; if (modifiedUrl.startsWith("www")) { modifiedUrl = modifiedUrl.replace(/^www\.?/, ""); } return modifiedUrl; } const cisSessionId = getCookieByName("CISSESSIONIDP07A"); let loginStatus = cisSessionId ? "logged in" : "logged out"; adobeDataLayer.push({ "event": "pageLoad", "_ibm": { "page": { "siteSection2": sectionTwo, "siteSection3": sectionThree, "pageType": templateName, "domain": cleanUrl(window.location.host), "siteLanguage": "en", "pageName": cleanUrl(window.location.host) + " | " + templateName + " | AI Earth Day", "siteCountry": "us" }, "user": { "userAgent": navigator.userAgent, "loginStatus": loginStatus } }, "web": { "webPageDetails": { "pageViews": { "value": 1 }, "URL": document.URL, "name": "AI Earth Day", "siteSection": sectionOne }, "webReferrer": { "URL": document.referrer } } }); document.addEventListener('click', function(event) { if (event.target.closest('.WACLauncher__ButtonContainer')) { handleClick(event); } }); function handleClick(event) { adobeDataLayer.push({ "event": "chatInitialized", "_ibm": { "chat": { "chatBotClick": { "value": 1 }, "liveChatType": "Support or Sales", "chatLanguage": "en", "chatCountry": "us" }, "click": { "linkTileNumber": 1 } }, "web": { "webPageDetails": { "URL": document.URL, "name": "AI Earth Day" }, "webInteraction": { "name": "chatInitialized", "URL": document.URL, "type": "other" } } }); } }); </script> <script type="text/javascript" src="/ydIe7e/T7X1mp/5/lcO/2X3sCiA_/3hh9Vfc6NVtk/YEZIU28/SwgeG/kdUXyM"></script><link rel="stylesheet" type="text/css" href="/ydIe7e/T7X1mp/5/lcO/2X3sCiA_/0m/cg02U28/fgxNf/HJ7VzNX"> <script src="/ydIe7e/T7X1mp/5/lcO/2X3sCiA_/0m/cg02U28/M09lC/hU7IC0p" async defer></script> <div id="sec-overlay" style="display:none;"> <div id="sec-container"> </div> </div></body> </html>