{"id":650293,"date":"2023-07-21T11:11:25","date_gmt":"2023-07-21T16:11:25","guid":{"rendered":"https:\/\/www.capgemini.com\/?page_id=938746"},"modified":"2025-04-03T05:25:17","modified_gmt":"2025-04-03T09:25:17","slug":"generative-ai-for-software-engineering","status":"publish","type":"page","link":"https:\/\/www.capgemini.com\/ca-en\/solutions\/generative-ai-for-software-engineering\/","title":{"rendered":"Generative AI for software engineering"},"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\/2023\/07\/red3.jpg?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/07\/red3.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/07\/red3.jpg?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/07\/red3.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/07\/red3.jpg?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/07\/red3.jpg?w=1024&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/07\/red3.jpg?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/07\/red3.jpg?w=768&amp;quality=70 2x\" media=\"(min-width: 0)\"\/><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/07\/red3.jpg\" class=\"header-img header-img-d\" alt=\"\" style=\"object-fit:cover;object-position:49% 35%\" 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\">Solution<\/span><\/div><\/div><\/div><div class=\"box-title\"><h1 data-maxlength=\"34\">Generative AI for software engineering<\/h1><\/div><h2 class=\"reasearchInsightTitle\">Generative AI is set to radically change how software is developed<\/h2><div class=\"inner-row-insight download-btn\"><\/div><\/div><\/div><\/div><\/div><\/header>\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=\"row\"><div class=\"col-12 col-md-1\"><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\/generative-ai-content-draft-only\/\" 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-tw\"><a href=\"https:\/\/twitter.com\/intent\/tweet?url=https:\/\/www.capgemini.com\/generative-ai-content-draft-only\/&amp;text=Generative%20AI%20content%20-%20DRAFT%20ONLY\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-tw\"><\/i><span class=\"sr-only\">Twitter<\/span><\/a><\/li><li class=\"ip-order-li\"><a href=\"https:\/\/www.linkedin.com\/shareArticle?url=https:\/\/www.capgemini.com\/generative-ai-content-draft-only\/&amp;text=Generative%20AI%20content%20-%20DRAFT%20ONLY\" 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-11 col-lg-10\"><div class=\"article-text article-quote-text\">\n<h4 class=\"wp-block-heading\">Software plays a vital role in modern business, whether it\u2019s integrated into enterprise apps or products. Software teams are under pressure to deliver more, faster, with expected quality, meaning the pace of technological evolution in software engineering is only accelerating. They continue to struggle with quality tests coverage, functional and technical defects, cybersecurity vulnerabilities and technical debt.<\/h4>\n\n\n\n<p>In recent years, software engineering has witnessed a significant shift towards more automation and simplification \u2013 from DevOps automation to low-code platforms \u2013 expediting many development processes to make life easier for developers.<\/p>\n\n\n\n<p>Generative AI is the latest and, by far, the most groundbreaking evolution. Thanks to the rise of powerful large language models, it has catapulted onto the world stage and promises to elevate the way we do everything \u2013 including software engineering.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-generative-ai-impact-goes-far-beyond-coding-assistants\">Generative AI Impact goes far beyond coding assistants<\/h4>\n\n\n\n<p>Using plain language, developers can describe the intended functionality of new software, then watch as generative AI codes their ideas to life. Andrej Karpathy, from OpenAI, recently turned heads by saying: \u201cthe hottest new programming language is English,\u201d encapsulating the significance of this breakthrough.<\/p>\n\n\n\n<p>Best of all, this remarkable capability can be integrated throughout the software development life cycle (SDLC), from business needs analysis and writing Agile user stories to software design, coding (and retro documentation), packaging, deployment, testing, and monitoring \u2013 augmenting the multitude of tasks software engineers perform.<\/p>\n\n\n\n<p>Generative AI is the fastest growing technology we\u2019ve ever seen, and CIOs are keen to explore the opportunity and reap the benefits: more productivity, better quality, and accelerated time to value. However, they must recognize the confidentiality and IP risks involved, the potential costs of uncontrolled generative AI use, and how the technology can impact the structure, skillset, and ways of working of their software engineering teams.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\t<section class=\"wp-block-cg-blocks-wrapper-learning-slider section learning-slider\">\n\t\t<div class=\"container\">\n\t\t\t<div class=\"learning-header\">\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\n\t<div class=\"slider slider-fader\">\n\t\t\t\t<div class=\"slider-list\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"slide active card-learning-slide right-card short-copy\" data-align-right=\"false\" data-long-copy=\"false\">\n\t\t\t\t\t\t\t\t<div>\n\t\t\t\t\t\t\t\t\t<div class=\"slide-bg-wrapper\">\n\n                                        \n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n                                            \n                                           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href=\"https:\/\/www.capgemini.com\/ca-en\/about-us\/who-we-are\/innovation-ecosystem\/ai-futures\/\" target=\"\" rel=\"noopener noreferrer\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h3 class=\"title-text\" data-maxlength=\"88\">Generative AI Lab<\/h3>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\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\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\t\t\t\t\t\t<p data-maxlength=\"330\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tOur Generative AI Lab is a dedicated team of experts specialized in artificial intelligence from various Capgemini teams around the world.\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/p>\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<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"box-bottom\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"col-12 col-md-6\">\n\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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more\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\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\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<\/div>\n\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<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t         \t\t\t<\/div>\n\n\n\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"slider-nav-wrapper container\">\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 class=\"slider-nav-content col-12 col-lg-10 col-xl-6 col-xxl-6\" data-nav-content>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"slide-nav-container\">\n                                                                                                            <\/div>\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<\/div>\n\t<\/section>\n\n\t\n\n\n<section class=\"wp-block-cg-blocks-how-we-do-it section section--howwedoit block-howwedoit\"><div class=\"container\"><div><div class=\"content-title\"><h2 data-maxlength=\"72\" class=\"expandable-heading-tag\">Integrate generative AI across the full software life cycle<\/h2><\/div><p>Rather than just implementing a one-time solution, leaving clients to navigate the ensuing generative AI challenges themselves, we transform the very core of the software engineering process and organization, then iteratively measure the progress to achieve continuous improved outcomes.<\/p><\/div><div class=\"section-content\">\n<div class=\"wp-block-cg-blocks-card-howwedoit expanders\"><div class=\"box card-regulated-agreements card-howwedoit\"><div class=\"expander-box filter-box tag-active \"><div class=\"expander-title\" tabindex=\"0\" role=\"button\" aria-pressed=\"false\" aria-expanded=\"false\"><h4>Kickstart your transformation<\/h4><\/div><div class=\"expander-subtitle\"><h5>Kickstart your transformation with our Generative AI for Software Engineering blueprint<\/h5><\/div><div class=\"expander-content\"><p><\/p><ul class=\"box-list\"><li>We assess your current software engineering life cycle, scanning the field of opportunities and selecting the most promising use cases and processes to focus on.<\/li><li>We design and secure the required foundations to select and deploy generative AI technologies for software engineering, to adapt software teams\u2019 structure, skills and ways of working, at scale, safely and at a controlled cost, including setting guardrails to mitigate legal and cybersecurity risks.<\/li><li>We build a plan to progressively leverage generative AI at the different stages of the DevOps cycle.<\/li><\/ul><div class=\"bg-color video-align-right\"><div class=\"container\"><div class=\"row video-align-left\"><div class=\"col-md-12\"><div class=\"video-align-left row box box--4 box--mini\"><div class=\"col-md-3\"><\/div><div class=\"col-md-8 box-img-wrapper\"><div class=\"video-box\"><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"content-more\"><\/div><\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-cg-blocks-card-howwedoit expanders\"><div class=\"box card-regulated-agreements card-howwedoit\"><div class=\"expander-box filter-box tag-active \"><div class=\"expander-title\" tabindex=\"0\" role=\"button\" aria-pressed=\"false\" aria-expanded=\"false\"><h4>Upskill your teams<\/h4><\/div><div class=\"expander-subtitle\"><h5>Upskill and engage your teams through \u201chands-on\u201d collaboration<\/h5><\/div><div class=\"expander-content\"><p><\/p><ul class=\"box-list\"><li>Using our generative AI companions (software engineers trained on the latest generative AI technologies and methods), we establish a collaboration model that ranges from simple coaching to full-fledged partnership aimed at building your best-in-class generative AI-powered software house.<\/li><li>Our advanced <strong>Generative AI for Software Engineering Academy with a certification program<\/strong>, guarantees generative AI becomes an ingrained part of how your software teams operate.<\/li><\/ul><div class=\"bg-color video-align-right\"><div class=\"container\"><div class=\"row video-align-left\"><div class=\"col-md-12\"><div class=\"video-align-left row box box--4 box--mini\"><div class=\"col-md-3\"><\/div><div class=\"col-md-8 box-img-wrapper\"><div class=\"video-box\"><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"content-more\"><\/div><\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-cg-blocks-card-howwedoit expanders\"><div class=\"box card-regulated-agreements card-howwedoit\"><div class=\"expander-box filter-box tag-active \"><div class=\"expander-title\" tabindex=\"0\" role=\"button\" aria-pressed=\"false\" aria-expanded=\"false\"><h4>Measure and improve together<\/h4><\/div><div class=\"expander-subtitle\"><h5>Measure and improve together to set new software engineering market standards<\/h5><\/div><div class=\"expander-content\"><p><\/p><ul class=\"box-list\"><li>We have developed an <strong>industrialized value measurement protocol<\/strong> that evaluates the objective impact of generative AI across the SDLC. It\u2019s used to measure and compare your productivity, quality, and developer experience against our benchmark, which factors in all our related internal and external projects.<\/li><\/ul><div class=\"bg-color video-align-right\"><div class=\"container\"><div class=\"row video-align-left\"><div class=\"col-md-12\"><div class=\"video-align-left row box box--4 box--mini\"><div class=\"col-md-3\"><\/div><div class=\"col-md-8 box-img-wrapper\"><div class=\"video-box\"><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"content-more\"><\/div><\/div><\/div><\/div><\/div>\n<\/div><\/div><\/section>\n\n\n<section class=\"latest-insights layout-odd \"><div class=\"container\"><div class=\"insight-title\"><h2 class=\"latest-insight-title\">Latest insights<\/h2><\/div><div class=\"layout-single-card\">\n                      <div class=\"row align-items-center w-lg-100\">\n                        <div class=\"card-image-wrapper\">\n                                <div class=\"card-image\" data-image-url=\"https:\/\/www.capgemini.com\/ca-en\/insights\/research-library\/generative-ai-in-organizations\/\">\n\t\t\t\t\t\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\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2023\/07\/Gen-AI-CRI.jpg?w=2048&#038;quality=70 1x, https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2023\/07\/Gen-AI-CRI.jpg?w=2048&#038;quality=70 2x\"\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\tmedia=\"(min-width: 1500px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2023\/07\/Gen-AI-CRI.jpg?w=1024&#038;quality=70 1x, https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2023\/07\/Gen-AI-CRI.jpg?w=2048&#038;quality=70 2x\"\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\tmedia=\"(min-width: 992px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2023\/07\/Gen-AI-CRI.jpg?w=1024&#038;quality=70 1x, https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2023\/07\/Gen-AI-CRI.jpg?w=2048&#038;quality=70 2x\"\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\tmedia=\"(min-width: 768px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2023\/07\/Gen-AI-CRI.jpg?w=500&#038;quality=70 1x, https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2023\/07\/Gen-AI-CRI.jpg?w=1000&#038;quality=70 2x\"\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\tmedia=\"(min-width: 0)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2023\/07\/Gen-AI-CRI.jpg\" alt=\"\" style=\"object-position: 50% 50%; object-fit: cover;\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/picture>\n                                <\/div>\n                            <\/div>\n                            <div class=\"col-12 col-md-5 col-lg-7\"><\/div>\n                        <div class=\"col-12 col-md-7 col-lg-5\">\n                            <a href=\"https:\/\/www.capgemini.com\/ca-en\/insights\/research-library\/generative-ai-in-organizations\/\" aria-label=\"Generative AI in organizations\" class=\"card-link-holder\">\n                            <div class=\"insight-card insight-card-start\">\n                                <div class=\"card-tag\">Report<\/div>\n                                <h3 class=\"card-title\">Generative AI in organizations<\/h3>\n                                <div class=\"insight-card-footer\">\n                                    <img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/ca-en\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-research-institute.svg\" alt=\"capgemini-research-institute\" class=\"light\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/ca-en\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-research-institute-white.svg\" alt=\"capgemini-research-institute\" class=\"dark\">\n                                <\/div>\n                            <\/div>\n                            <\/a>\n                        <\/div>\n                     <\/div>\n                    <\/div><div class=\"layout-two-card cards-reversed\">\n                                <div class=\"row align-items-center\"><div class=\"card-image-wrapper\">\n                                <div class=\"card-image\" data-image-url=\"https:\/\/www.capgemini.com\/ca-en\/insights\/research-library\/taking-control-of-generative-ai\/\">\n\t\t\t\t\t\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\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2023\/06\/Web-Banner_v1-1.png?w=800&#038;quality=70 1x, https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2023\/06\/Web-Banner_v1-1.png?w=800&#038;quality=70 2x\"\n\t\t\t\t\t\t\t\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\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2023\/06\/Web-Banner_v1-1.png?w=800&#038;quality=70 1x, https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2023\/06\/Web-Banner_v1-1.png?w=800&#038;quality=70 2x\"\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\tmedia=\"(min-width: 992px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2023\/06\/Web-Banner_v1-1.png?w=800&#038;quality=70 1x, https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2023\/06\/Web-Banner_v1-1.png?w=800&#038;quality=70 2x\"\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\tmedia=\"(min-width: 768px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2023\/06\/Web-Banner_v1-1.png?w=350&#038;quality=70 1x, https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2023\/06\/Web-Banner_v1-1.png?w=700&#038;quality=70 2x\"\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\tmedia=\"(min-width: 0)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2023\/06\/Web-Banner_v1-1.png\" alt=\"Gen AI\" style=\"object-position: 50% 50%; object-fit: cover;\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/picture>\n                                <\/div>\n                            <\/div><div class=\"col-12 col-md-6 col-lg-4 flex-sm-order-reverse\">\n                            <a href=\"https:\/\/www.capgemini.com\/ca-en\/insights\/research-library\/creative-and-generative-ai\/\" aria-label=\"Creative and generative AI\" class=\"card-link-holder\">\n                            <div class=\"insight-card insight-card-start\">\n                                <div class=\"card-tag\">Report<\/div>\n                                <h3 class=\"card-title\">Creative and generative AI<\/h3>\n                                <div class=\"insight-card-footer\">\n                                    <img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/ca-en\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-research-institute-white.svg\" alt=\"capgemini-research-institute\" class=\"light\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/ca-en\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-research-institute-white.svg\" alt=\"capgemini-research-institute\" class=\"dark\">\n                                <\/div>\n                            <\/div>\n                            <\/a>\n                        <\/div>\n                    <div class=\"col-12 col-md-6 col-lg-4\">\n                           <a href=\"https:\/\/www.capgemini.com\/ca-en\/insights\/research-library\/taking-control-of-generative-ai\/\" aria-label=\"Taking control of generative AI\" class=\"card-link-holder\">\n                            <div class=\"insight-card insight-card-center\">\n                                <div class=\"card-tag\"><\/div>\n                                <h3 class=\"card-title\">Taking control of generative AI<\/h3>\n                                <div class=\"insight-card-footer\">\n                                    <img decoding=\"async\" loading=\"lazy\" src=\"\" alt=\"\" class=\"light\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"\" alt=\"\" class=\"dark\">\n                                <\/div>\n                            <\/div>\n                            <\/a>\n                        <\/div>\n                    <div class=\"col-12 col-lg-4 d-md-none d-lg-block\"><\/div><\/div>\n                    <\/div><\/div><\/section>\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=\"row\"><div class=\"col-12 col-md-11 col-lg-10 offset-md-1 offset-lg-1\"><div class=\"article-text article-quote-text\">\n<h4 class=\"wp-block-heading\" id=\"h-why-capgemini\">Why Capgemini?<\/h4>\n\n\n\n<p>We\u2019re a global leader, with over 100K developers focused on custom software engineering.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>We evaluate the potential best generative AI use cases and measure their impact through pilots conducted with industrial protocols.<\/li>\n\n\n\n<li>We evaluate market tools and select the most appropriate ones for each phase of the SW lifecycle.<\/li>\n\n\n\n<li>We develop a framework to understand our clients\u2019 specific legal and compliance requirements, allowing us to identify mitigations for secure, safe generative AI usage.<\/li>\n\n\n\n<li>We assess the impact on teams\u2019 organization, pyramids, skills and ways of working.<\/li>\n\n\n\n<li>We benefit from our global partnerships with technology and tools vendors.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-at-the-forefront-of-software-engineering-transformation\">At the forefront of software engineering transformation<\/h4>\n\n\n\n<p>If our foundational knowledge, methodologies, and past successes are any indication of our ability to continue to deliver outstanding results for clients, you can anticipate further excellence in how we can help you create value from applying generative AI to software engineering.<\/p>\n\n\n\n<p>Are you ready to unlock the transformative power of generative AI? Take the first steps and embark on this cutting-edge journey with us.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"<p>Discover how to integrate generative AI across the full software life cycle.<\/p>\n","protected":false},"author":55,"featured_media":0,"parent":584467,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"cg_dt_proposed_to":[],"cg_seo_hreflang_relations":"[]","cg_seo_canonical_relation":"","cg_seo_hreflang_x_default_relation":"{\"uuid\":\"04f75aeb-ff50-4676-852c-ded9818a849a\",\"blogId\":\"\",\"domain\":\"\",\"sitePath\":\"\",\"postLink\":\"\",\"postId\":null,\"isSaved\":true,\"isCrossLink\":false,\"hasCrossLink\":false}","cg_dt_approved_content":true,"cg_dt_mandatory_content":false,"cg_dt_notes":"","cg_dg_source_changed":true,"cg_dt_link_disabled":false,"_yoast_wpseo_primary_brand":"","footnotes":"","featured_focal_points":"","partner_card_description":"","gsap_animation":0},"brand":[],"partner_type":[],"service":[],"industry":[],"partners":[],"page-type":[226],"content-group":[],"class_list":["post-650293","page","type-page","status-publish","hentry","page-type-solutions"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.8 (Yoast SEO v22.8) - 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