{"id":632104,"date":"2024-08-01T14:44:04","date_gmt":"2024-08-01T06:44:04","guid":{"rendered":"https:\/\/www.capgemini.com\/cn-zh\/?post_type=research-and-insight&#038;p=632104"},"modified":"2025-08-18T13:13:37","modified_gmt":"2025-08-18T05:13:37","slug":"gen-ai-in-software","status":"publish","type":"research-and-insight","link":"https:\/\/www.capgemini.com\/cn-zh\/research-and-insight\/gen-ai-in-software\/","title":{"rendered":"\u751f\u6210\u5f0fAI\u8d4b\u80fd\u8f6f\u4ef6\u5de5\u7a0b"},"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\/03\/Gen-AI-in-software-web-banner.jpg?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/03\/Gen-AI-in-software-web-banner.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source 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header-img-d\" alt=\"\" style=\"object-fit:cover;object-position:53% 72%\" 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\">Cloud<\/span><\/div><\/div><div class=\"brandInfo\"><div class=\"brandLogo\"><img decoding=\"async\" loading=\"lazy\" src=\"\/wp-content\/themes\/capgemini2020\/assets\/images\/capgemini-research-institute.svg\" alt=\"capgemini-research-institute\"\/><\/div><\/div><\/div><div class=\"box-title\"><h1 data-maxlength=\"34\">\u751f\u6210\u5f0fAI\u8d4b\u80fd\u8f6f\u4ef6\u5de5\u7a0b<\/h1><\/div><h2 class=\"reasearchInsightTitle\"><br><a href=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/12\/CRI_Climate-Tech_Report_Web-2.pdf\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a><\/h2><div class=\"inner-row-insight download-btn\"><div class=\"col-md-4 downloadFiles \"><a class=\"button-download--small\" type=\"download\" href=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/07\/CRI_Turbocharging-Software-with-Gen-AI-1.pdf\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"\u5728\u65b0\u6807\u7b7e\u9875\u9762\u6253\u5f00\"><span>Download the report<\/span><span class=\"type\">6 MB  pdf<\/span><\/a><\/div><div class=\"col-md-4 downloadFiles \"><a class=\"button-download--small\" type=\"download\" href=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/07\/CRI_AI-Software-Engineering_Final1.pdf\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"\u5728\u65b0\u6807\u7b7e\u9875\u9762\u6253\u5f00\"><span>Download the infographic<\/span><span class=\"type\">412 KB  pdf<\/span><\/a><\/div><\/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\/?post_type=research-and-insight&amp;p=948890\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"\u5728\u65b0\u6807\u7b7e\u9875\u9762\u6253\u5f00\"><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\/?post_type=research-and-insight&amp;p=948890&amp;text=Automotive%20supply%20chain\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"\u5728\u65b0\u6807\u7b7e\u9875\u9762\u6253\u5f00\"><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\/?post_type=research-and-insight&amp;p=948890&amp;text=Automotive%20supply%20chain\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"\u5728\u65b0\u6807\u7b7e\u9875\u9762\u6253\u5f00\"><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<h3 class=\"wp-block-heading\" id=\"h-discover-how-the-future-of-software-engineering-is-being-shaped-by-generative-ai\">Discover how the future of software engineering is being shaped by generative AI.<\/h3>\n\n\n\n<p>Capgemini Research Institute\u2019s report, <em>Turbocharging software with Gen AI<\/em>, explores the benefits and opportunities that generative AI brings to software engineering.<\/p>\n\n\n\n<p>Drawing insights from a survey of 1,000 senior executives and 1,000 software professionals across organizations with annual revenues exceeding $1 billion, this report takes a look at the present and future impact of generative AI.<\/p>\n\n\n\n<p>Some organizations are already reaping the rewards. Generative AI enables the development of innovative software features and services, as reported by 61% of surveyed organizations. It improves overall software quality, with 49% of respondents observing this benefit. And it boosts productivity, with 40% of organizations experiencing this positive outcome.<\/p>\n\n\n\n<p>These productivity gains allow organizations to focus on innovative work. Organizations recognize generative AI\u2019s potential to augment human creativity rather than replace it, and only a small fraction of organizations surveyed (4%) intend to reduce headcount.<\/p>\n\n\n\n<p>The adoption of generative AI for software engineering is still in its infancy. Currently, 27% of organizations are actively exploring its potential through pilot projects, while 11% have already begun integrating generative AI into their software functions. However, the adoption rate, including pilot projects, is expected to experience a significant surge, more than tripling in the next two years.<\/p>\n\n\n\n<p>Generative AI is increasingly \u2013 and rapidly \u2013 being integrated into everyday life. Yet only 27% of organizations have the necessary platforms and tools to harness its power. This lack of preparedness poses a significant risk, as employees may turn to unauthorized generative AI tools and solutions to stay ahead. In fact, our survey reveals that 63% of software professionals who use generative AI rely on unauthorized tools. This unchecked use of generative AI can expose organizations to a multitude of risks, including functional errors, security breaches, and legal issues such as hallucinated code, code leakage, and intellectual property problems, highlighting the need for proper governance and oversight.<\/p>\n\n\n\n<p>Turbocharging software from the Capgemini Research Institute looks at how organizations can harness the full potential of generative AI for software engineering in a way that mitigates security risks, prioritizes high benefit use cases, and puts people at the heart of this transformation.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-\"><\/h4>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-call-to-action undefined call-to-action-block is-style-cg-secondary-3\"><div class=\"container\"><div class=\"call-to-action-block-content-wrapper has-description\"><div class=\"text-wrapper has-description\"><h3 class=\"title\" data-maxlength=\"144\">Stay 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