{"id":734234,"date":"2024-12-19T06:15:40","date_gmt":"2025-01-23T07:50:01","guid":{"rendered":"https:\/\/www.capgemini.com\/us-en\/?post_type=client-story&#038;p=734234"},"modified":"2026-03-09T04:24:42","modified_gmt":"2026-03-09T09:24:42","slug":"enhancing-esg-data-integrity-and-efficiency","status":"publish","type":"client-story","link":"https:\/\/www.capgemini.com\/us-en\/news\/client-stories\/enhancing-esg-data-integrity-and-efficiency\/","title":{"rendered":"Enhancing ESG data integrity and efficiency"},"content":{"rendered":"\n<header class=\"wp-block-cg-blocks-hero-reusable header heroReusable  \"><div class=\"header-bgs\"><picture><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/12\/Leading-global-insurer-client-story-web-page-banner.jpg?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/12\/Leading-global-insurer-client-story-web-page-banner.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/12\/Leading-global-insurer-client-story-web-page-banner.jpg?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/12\/Leading-global-insurer-client-story-web-page-banner.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/12\/Leading-global-insurer-client-story-web-page-banner.jpg?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/12\/Leading-global-insurer-client-story-web-page-banner.jpg?w=1024&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/12\/Leading-global-insurer-client-story-web-page-banner.jpg?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/12\/Leading-global-insurer-client-story-web-page-banner.jpg?w=768&amp;quality=70 2x\" media=\"(min-width: 0)\"\/><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/12\/Leading-global-insurer-client-story-web-page-banner.jpg\" class=\"header-img header-img-d\" alt=\"\" style=\"object-fit:cover;object-position:50% 50%\" loading=\"eager\"\/><\/picture><\/div><div class=\"heroPictureCardHeaderShape\"><\/div><div class=\"container\"><div class=\"row\"><div class=\"col-md-12\"><div class=\"box\"><div class=\"boxTagWrapper\"><div class=\"tagInfo\"><div><span class=\"box-tag\">Client story<\/span><\/div><\/div><\/div><div class=\"box-title\"><h1 data-maxlength=\"34\">Enhancing ESG data integrity and efficiency<\/h1><\/div><div class=\"inner-row-insight download-btn\"><div class=\"col-md-4 downloadFiles addPadding\"><a class=\"button-download--small\" type=\"download\" href=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/12\/Leading-global-insurer-case-study.pdf\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><span>Download the case study<\/span><span class=\"type\">1 MB pdf<\/span><\/a><\/div><\/div><\/div><div class=\"infoWrapper \"><div class=\"row\"><div class=\"col-md-4\"><span class=\"fieldName\">Client: Leading global insurer<\/span><\/div><div class=\"col-md-4\"><span class=\"fieldName\">Region: North America<\/span><\/div><div class=\"col-md-4\"><span class=\"fieldName\">Industry: Insurance<\/span><\/div><\/div><\/div><\/div><\/div><\/div><\/header>\n\n\n\n<section class=\"wp-block-cg-blocks-intro-para undefined section section--intro\"><div class=\"intro-para\"><div class=\"container\"><div class=\"row\"><div class=\"col-12 col-md-2\"><nav class=\"article-social\"><ul class=\"social-nav\"><li class=\"ip-order-fb\"><a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https:\/\/www.capgemini.com\/news\/client-stories\/enhancing-esg-data-integrity-and-efficiency\/\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-fb\"><\/i><span class=\"sr-only\">Facebook<\/span><\/a><\/li><li class=\"ip-order-li\"><a href=\"https:\/\/www.linkedin.com\/shareArticle?url=https:\/\/www.capgemini.com\/news\/client-stories\/enhancing-esg-data-integrity-and-efficiency\/\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><span class=\"sr-only\">Linkedin<\/span><\/a><\/li><\/ul><\/nav><\/div><div class=\"col-12 col-md-8\"><h2 class=\"intro-para-title\">Capgemini, in collaboration with AWS, empowers a leading insurer\u2019s CFO organization to establish a robust foundation for future sustainability reporting by deploying a unique AI-driven anomaly detection solution<\/h2><p class=\"intro-para-content\"><strong>Client challenge:<\/strong> The insurer faced challenges managing complex ESG data from over 30 sources, exposing the company to significant audit and reputational risks.<br><strong>Solution:<\/strong> Capgemini deployed a machine learning-based anomaly detection solution, empowering the insurer to uncover anomalies that traditional business rules had missed.<br><strong>Benefits:<\/strong><\/p><ul class=\"box-list\"><li>Boosts operational efficiency by 50% through eliminating manual reviews<\/li><li>Improves data accuracy, enhancing CFO and sustainability reporting<\/li><li>Scales to cover all ESG data sources, supporting growth and compliance<\/li><li>Strengthens compliance by improving ESG reporting accuracy<\/li><\/ul><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-group undefined section section--article-content\"><div class=\"article-main-content\"><div class=\"container\"><div class=\"grid-container\"><div><div class=\"article-text article-quote-text\">\n<h2 class=\"wp-block-heading\" id=\"h-navigating-esg-data-complexity\"><strong>Navigating ESG data complexity<\/strong><\/h2>\n\n\n\n<p>For many financial services organizations, Environmental, Social, and Governance (ESG) metrics and measurement have become top priorities, with nearly 70% reporting a substantial increase in focus and frequency of ESG-related reporting in 2024.<sup><a href=\"#_ftn1\">[1]<\/a><\/sup><\/p>\n\n\n\n<p>Relevant data typically comes from numerous internal and external sources, covering a wide spectrum of sustainability factors, the dynamic nature of which requires continuous updates. This adds complexity to data management and makes it challenging to maintain confidence in the insights derived from ESG data.<\/p>\n\n\n\n<p>In response to these challenges, a leading global property and casualty (P&amp;C) insurer recently set out to build an extensive ESG data hub encompassing over 30 data sources across facilities, philanthropy, investment, and HR. During this project, the company needed to ensure data accuracy and consistency. However, the diverse mix of external and internal data sources created opportunities for errors and inconsistencies to go unnoticed.<\/p>\n\n\n\n<p>Faced with these challenges and given that traditional monitoring approaches were insufficient due to this complexity, the insurer engaged Capgemini to help solve these ESG data monitoring challenges. The insurer required a robust solution to detect anomalies and errors in datasets, ensuring the integrity of the company\u2019s ESG reporting.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-implementing-a-tailored-anomaly-detection-solution-for-enhanced-esg-data-integrity\"><strong>Implementing a tailored anomaly detection solution for enhanced ESG data integrity<\/strong><\/h2>\n\n\n\n<p>Capgemini\u2019s machine learning-based anomaly detection solution was customized and implemented in the insurer\u2019s environment to address their need for accurate detection across complex ESG datasets. The first use case focused on identifying anomalies in electricity and natural gas data across the insurer\u2019s various facilities, ensuring the integrity of its sustainability metrics.<\/p>\n\n\n\n<p>Capgemini\u2019s ESG Data Store, Anomaly Detection, and AWS Solution Architecture teams collaborated closely with the insurer\u2019s Office of Sustainability, IT ESG team, and MLOps team. Together, they secured the necessary approvals and resources for implementing the solution, selected the most effective machine learning models, and deployed a seamless, end-to-end solution.<\/p>\n\n\n\n<p>A standout achievement was the solution\u2019s ability to detect previously unidentified data issues that conventional business rules had missed. This accuracy improvement significantly reduced manual effort, enabling the insurer to achieve more reliable ESG reporting and better decision-making. The solution not only met the company\u2019s initial needs but also provided a scalable approach to handle growing ESG data demands across additional sustainability metrics in the future.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-achieving-efficiency-accuracy-and-scalability-in-esg-data-management\"><strong>Achieving efficiency, accuracy, and scalability in ESG data management<\/strong><\/h2>\n\n\n\n<p>Since implementing Capgemini\u2019s machine learning-based anomaly detection solution, the insurer has significantly improved the accuracy and efficiency of its ESG data management processes. With this solution, the company can now automatically identify anomalies and their root causes, which reduced the time spent on management by 50% while simultaneously reducing risk.<\/p>\n\n\n\n<p>Moving forward, the insurer plans to expand the solution across all data sources within its ESG data hub to ensure even greater accuracy and efficiency in sustainability reporting. Capgemini is also collaborating with the insurer\u2019s executive team to extend the solution to other departments that could benefit from this capability.<\/p>\n\n\n\n<div class=\"wp-block-anchor-block-standard\" id=\"_ftn1\" data-anchor-padding=\"\" style=\"--data-anchor-padding: 0px\"><\/div>\n\n\n\n<p>Additionally, Capgemini will also provide training to equip the company with the skills needed to independently build and deploy anomaly detection models, which will support the insurer\u2019s long-term goals of scalability and self-sufficiency in ESG data management. This strategic expansion will further enable the organization to meet compliance and reporting requirements and advance its broader sustainability objectives.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><a href=\"#_ftn1\">[1]<\/a> <a href=\"https:\/\/www.forbes.com\/sites\/jimdeloach\/2024\/01\/30\/esg-data-management-and-reporting-are-the-cfos-responsibility-period\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.forbes.com\/sites\/jimdeloach\/2024\/01\/30\/esg-data-management-and-reporting-are-the-cfos-responsibility-period\/ <\/a><\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n<section class=\"section latestStoriesBlock \"><div class=\"container\"><div class=\"contentTitle\"><h2 class=\"story-heading\">Client stories<\/h2><\/div><div class=\"row\">\n\t\t\t\t\t<div class=\"col-md-4 col-lg-8\">\n\t\t\t\t\t\t<div class=\"storyBox \">\n\t\t\t\t\t\t\t<div class=\"imageWrapper focused-image-container\">\n\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.capgemini.com\/news\/client-stories\/building-a-green-future-for-a-global-financial-services-leader\/\" aria-label=\"u003ca href=u0022https:\/\/www.capgemini.com\/news\/client-stories\/building-a-green-future-for-a-global-financial-services-leader\/u0022u003eBuilding a green future for a global financial services leaderu003c\/au003e\"  tabindex=\"-1\">\n\t\t\t\t\t\t\t\t<picture>\n\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/09\/Green-future-for-global-FS-leader-web-banner.jpg?w=1024&#038;quality=70\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 992px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/09\/Green-future-for-global-FS-leader-web-banner.jpg?w=1024&#038;quality=70\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 768px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/09\/Green-future-for-global-FS-leader-web-banner.jpg?w=500&#038;quality=70\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 0)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/09\/Green-future-for-global-FS-leader-web-banner.jpg\" alt=\"\" style=\"object-position: 0% 0%; object-fit: cover;\" class=\"focused-image\" \/>\n\t\t\t\t\t\t\t\t\t\t<\/picture>\n\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"storyInfo\">\n\t\t\t\t\t\t\t\t<span class=\"storyTag\">Financial services<\/span>\n\t\t\t\t\t\t\t\t<a class=\"storyTitle\" href=\"https:\/\/www.capgemini.com\/news\/client-stories\/building-a-green-future-for-a-global-financial-services-leader\/\" aria-label=\"u003ca href=u0022https:\/\/www.capgemini.com\/news\/client-stories\/building-a-green-future-for-a-global-financial-services-leader\/u0022u003eBuilding a green future for a global financial services leaderu003c\/au003e\" >\n\t\t\t\t\t\t\t\t\t<h3 class=\"story-subtitle\">u003ca href=u0022https:\/\/www.capgemini.com\/news\/client-stories\/building-a-green-future-for-a-global-financial-services-leader\/u0022u003eBuilding a green future for a global financial services leaderu003c\/au003e<\/h3>\n\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<p><\/p>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div><div class=\"col-md-8 col-lg-4\"><div class=\"row\"><div class=\"storyBox btmSpaceThreeStory col-lg-12 col-md-6\">\n\t\t\t\t\t\t<div class=\"imageWrapper focused-image-container\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.capgemini.com\/news\/client-stories\/a-new-platform-opens-the-door-to-innovation-for-a-global-insurer\/\"  aria-label=\"u003ca href=u0022https:\/\/www.capgemini.com\/news\/client-stories\/a-new-platform-opens-the-door-to-innovation-for-a-global-insurer\/u0022u003eA new platform opens the door to innovation for a global insureru003c\/au003e\" tabindex=\"-1\">\n\t\t\t\t\t\t\t\t<picture>\n\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/10\/A-new-platform-opens-the-door-to-innovation-for-a-global-insurer-banner.jpg?w=1024&#038;quality=70\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 992px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/10\/A-new-platform-opens-the-door-to-innovation-for-a-global-insurer-banner.jpg?w=1024&#038;quality=70\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 768px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/10\/A-new-platform-opens-the-door-to-innovation-for-a-global-insurer-banner.jpg?w=500&#038;quality=70\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 0)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/10\/A-new-platform-opens-the-door-to-innovation-for-a-global-insurer-banner.jpg\" alt=\"A new platform opens the door to innovation for a global insurer\" style=\"object-position: 0% 0%; object-fit: cover;\" class=\"focused-image\" \/>\n\t\t\t\t\t\t\t\t<\/picture>\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"storyInfo\">\n\t\t\t\t\t\t\t<span class=\"storyTag\">Financial services<\/span>\n\t\t\t\t\t\t\t<a class=\"storyTitle\" href=\"https:\/\/www.capgemini.com\/news\/client-stories\/a-new-platform-opens-the-door-to-innovation-for-a-global-insurer\/\"  aria-label=\"u003ca href=u0022https:\/\/www.capgemini.com\/news\/client-stories\/a-new-platform-opens-the-door-to-innovation-for-a-global-insurer\/u0022u003eA new platform opens the door to innovation for a global insureru003c\/au003e\">\n\t\t\t\t\t\t\t\t<h3 class=\"story-subtitle\">u003ca href=u0022https:\/\/www.capgemini.com\/news\/client-stories\/a-new-platform-opens-the-door-to-innovation-for-a-global-insurer\/u0022u003eA new platform opens the door to innovation for a global insureru003c\/au003e<\/h3>\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<p><\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div><div class=\"storyBox btmSpaceThreeStory col-lg-12 col-md-6\">\n\t\t\t\t\t\t<div class=\"imageWrapper focused-image-container\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.capgemini.com\/news\/client-stories\/a-leading-insurer-grows-its-customer-base-by-investing-in-its-underwriters\/\"  aria-label=\"u003ca href=u0022https:\/\/www.capgemini.com\/news\/client-stories\/a-leading-insurer-grows-its-customer-base-by-investing-in-its-underwriters\/u0022u003eA leading insurer grows its customer base by investing in its underwritersu003c\/au003e\" tabindex=\"-1\">\n\t\t\t\t\t\t\t\t<picture>\n\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/06\/Leading-insurer-client-story-web-page-banner.jpg?w=1024&#038;quality=70\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 992px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/06\/Leading-insurer-client-story-web-page-banner.jpg?w=1024&#038;quality=70\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 768px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/06\/Leading-insurer-client-story-web-page-banner.jpg?w=500&#038;quality=70\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 0)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/06\/Leading-insurer-client-story-web-page-banner.jpg\" alt=\"\" style=\"object-position: 0% 0%; object-fit: cover;\" class=\"focused-image\" \/>\n\t\t\t\t\t\t\t\t<\/picture>\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"storyInfo\">\n\t\t\t\t\t\t\t<span class=\"storyTag\">Financial services<\/span>\n\t\t\t\t\t\t\t<a class=\"storyTitle\" href=\"https:\/\/www.capgemini.com\/news\/client-stories\/a-leading-insurer-grows-its-customer-base-by-investing-in-its-underwriters\/\"  aria-label=\"u003ca href=u0022https:\/\/www.capgemini.com\/news\/client-stories\/a-leading-insurer-grows-its-customer-base-by-investing-in-its-underwriters\/u0022u003eA leading insurer grows its customer base by investing in its underwritersu003c\/au003e\">\n\t\t\t\t\t\t\t\t<h3 class=\"story-subtitle\">u003ca href=u0022https:\/\/www.capgemini.com\/news\/client-stories\/a-leading-insurer-grows-its-customer-base-by-investing-in-its-underwriters\/u0022u003eA leading insurer grows its customer base by investing in its underwritersu003c\/au003e<\/h3>\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<p><\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div><\/div><\/div><\/section>\n\n\n\t\t<section\n\t\t\tclass=\"section section--lifeatcap-learning section--event-slider-careerInvent \">\n\n\t\t\t<div class=\"container\">\n\t\t\t\t<div class='career-invent-header'>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t\t\t<div class=\"slider slider-fader a88e1cdc-2192-47ae-9d46-63766b66d7e6\">\n\t\t\t\t\t\t\t\t\t<div class=\"slider-nav-wrapper smallDevice\">\n\t\t\t\t\t\t<div class=\"row\">\n\t\t\t\t\t\t\t<div class=\"col-md-12 text-center\">\n\t\t\t\t\t\t\t\t<div class=\"slider-nav\">\n\t\t\t\t\t\t\t\t\t<button class=\"slider-prev inactive\"\n\t\t\t\t\t\t\t\t\t\taria-label=\"slider prev\"><\/button>\n\t\t\t\t\t\t\t\t\t<ul class=\"slider-paginator\"><\/ul>\n\t\t\t\t\t\t\t\t\t<button class=\"slider-next \"\n\t\t\t\t\t\t\t\t\t\taria-label=\"slider next\"><\/button>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div\n\t\t\t\t\tclass=\"slider-list \">\n\t\t\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\tclass=\"slide active \">\n\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\t\tclass=\"slide-bg-wrapper wp-block-cg-blocks-career-invent is-style-sapphire3\">\n\t\t\t\t\t\t\t\t<div class=\"bgImagesection\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"bgColor\"><\/div>\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"container slide-info-wrapper\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"row\">\n\t\t\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\t\t\t\t\t\tclass=\"col-md-6 col-sm-12 box-inner \">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"bgColor\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tclass=\"content-title \">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h3 class=\"explore-header\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata-maxlength=\"68\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttitle=\"Machine learning-based anomaly detection for Chief Financial Officer\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tMachine learning-based anomaly detection for Chief Financial Officer\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/h3>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tclass=\"box-title \">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h4 data-maxlength=\"144\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttitle=\"The dawn of the new CFO era. It\u2019s here, and it\u2019s now.\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tstyle=\"white-space: pre-wrap;\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tThe dawn of the new CFO era. It\u2019s here, and it\u2019s now.\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/h4>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div >\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"btnDiv\"> <a class=\"more2\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata-maxlength=\"24\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\taria-label=\"Read more about Machine learning-based anomaly detection for Chief Financial Officer\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttitle=\"Opens in new window\" tabindex=\"0\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\thref=\"https:\/\/www.capgemini.com\/solutions\/machine-learning-based-anomaly-detection-for-chief-financial-officers\/\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttarget=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tRead more\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a> <\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\n\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"col-md-6 col-sm-12 text-right box-img-wrapper escaper escaper-right\">\n\t\t\t\t\t\t\t\t\t\t\t\t\n\n\t\t\t\t\t\t\t\t\t\t\t\t<picture>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<source\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/07\/Machine-based-anomaly_2880x1800_-Banner_2-1_0346fe.webp?w=1200&amp;quality=90 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/07\/Machine-based-anomaly_2880x1800_-Banner_2-1_0346fe.webp?w=1200&amp;quality=90 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 1500px)\" \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<source\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/07\/Machine-based-anomaly_2880x1800_-Banner_2-1_0346fe.webp?w=600&amp;quality=90 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/07\/Machine-based-anomaly_2880x1800_-Banner_2-1_0346fe.webp?w=1200&amp;quality=90 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 992px)\" \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<source\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/07\/Machine-based-anomaly_2880x1800_-Banner_2-1_0346fe.webp?w=400&amp;quality=90 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/07\/Machine-based-anomaly_2880x1800_-Banner_2-1_0346fe.webp?w=800&amp;quality=90 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 768px)\" \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<source\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/07\/Machine-based-anomaly_2880x1800_-Banner_2-1_0346fe.webp?w=400&amp;quality=90 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/07\/Machine-based-anomaly_2880x1800_-Banner_2-1_0346fe.webp?w=800&amp;quality=90 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 0)\" \/>\n\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" class=\"box-img\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrc=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/07\/Machine-based-anomaly_2880x1800_-Banner_2-1_0346fe.webp\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tstyle=\"object-position: 50% 50%; object-fit: cover;\" alt=\"\" \/>\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/picture>\n\t\t\t\t\t\t\t\t\t\t\t\t<!-- <img decoding=\"async\" class=\"box-img\" src=\"\"\n\t\t\t\t\t\t\t\t\t\t\tstyle=\"\" alt=\"\"\n\t\t\t\t\t\t\t\t\t\t\/> -->\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"\">\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"slide-reveal\"><\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\tclass=\"slide active \">\n\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\t\tclass=\"slide-bg-wrapper wp-block-cg-blocks-career-invent is-style-sapphire3\">\n\t\t\t\t\t\t\t\t<div class=\"bgImagesection\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"bgColor\"><\/div>\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"container slide-info-wrapper\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"row\">\n\t\t\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\t\t\t\t\t\tclass=\"col-md-6 col-sm-12 box-inner \">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"bgColor\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tclass=\"content-title \">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h3 class=\"explore-header\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata-maxlength=\"68\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttitle=\"Insurance\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tInsurance\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/h3>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tclass=\"box-title \">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h4 data-maxlength=\"144\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttitle=\"Driven by disruptive technologies, the insurance industry is transforming at an unprecedented pace.\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tstyle=\"white-space: pre-wrap;\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tDriven by disruptive technologies, the insurance industry is transforming at an unprecedented pace.\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/h4>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div 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