凯捷:2024软件工程中的人工智能研究报告(英文版)(88页).pdf

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凯捷:2024软件工程中的人工智能研究报告(英文版)(88页).pdf

1、#GetTheFutureYouWantTurbocharging software with Gen AI:How organizations can realize the full potential of generative AI for software engineering#GetTheFutureYouWantHow organizations can realize the full potential of generative AI for software engineeringTurbocharging software with Gen AITable of Co

2、ntent2Capgemini Research Institute 2024Turbocharging software with Gen AI:How organizations can realize the full potential of generative AI for software engineeringExecutive Summary 04Introduction10Chapter 1:Organizations are reaping significant benefits from leveraging generative AI for software en

3、gineering.163Capgemini Research Institute 2024Turbocharging software with Gen AI:How organizations can realize the full potential of generative AI for software engineeringChapter 2:Generative AI adoption is at an early stage but will accelerate sharply28Chapter 3:Lack of prerequisites and unofficial

4、 usage of generative AI pose significant functional,security,and legal risks44Chapter 4:How can organizations harness the full potential of generative AI for software engineering?54Executive Summary Organizations are reaping multiple benefits from leveraging generative AI for software engineering.Th

5、e leading benefits for organizations are enabling more innovative work,such as developing new software features/services(observed by 61%of surveyed organizations),improving software quality(49%),and increasing productivity(40%).Organizations using generative AI have seen a 718%productivity improveme

6、nt1 in the software engineering function as per early estimates.This is highest for specialized tasks such as coding assistance2(34%as the maximum potential for time savings with 9%on average)and creating documentation(35%as the maximum potential for time savings with 10%on average).This research an

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