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毕马威(KPMG):2025智能科技企业:以人工智能驱动转型并创造价值报告(中译版)(34页).pdf

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1、KPMG I intelligent tech enterpriseA blueprint for creating value through AI-driven transformationKPMG.Make the Difference.We write this report at a pivotal moment for the technology sector.Two years into the generative AIera,many companies face pressure to demonstrate returns on their AI investments

2、 and drive employee adoption of AI tools.At the same time,AI models are rapidly advancing,at a rate surpassing Moores law,and are now poised for another significant capability leap as we enter the agentic era at full throttle.Technology companies continue to be at the center of the AI journey,both a

3、s the builders of technology that enables other companies to evolve and as users of AI themselves.The success or failure of technology executives in leading AI-enabled transformation will likely set the clock-speed of change for many industries,and may well shape the future of the world,in the trans

4、ition from a digital to an intelligent economy.This paper presents our view on the current state of AI for technology companies,the major barriers to change and key sector trends shaping the future.We outline a future-state blueprint of an intelligent technology company,the three key stages of trans

5、formation required to get there,and the potential value to be gained.Our findings are based on multiple quantitative and qualitative studies.We surveyed 1,390 leaders across key global markets,gathered insights from leading AI specialists,e.g.Erik Brynjolfsson at Stanford,and tapped into our own exp

6、eriences from helping KPMG clients on more than 500 AI engagements.In parallel,we leveraged our extensive quantitative work over the last 18 months to estimate the value of adopting Gen AI1 for 17 million companies across sectors.Among these,we quantified the value at stake for close to 1,500 public

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本文主要讨论了技术公司在人工智能(AI)转型中的现状、面临的挑战和机遇。文章指出,尽管技术公司在AI创新方面处于前沿,但许多公司尚未在其运营中充分利用AI的潜力。文中提到,技术公司通过在运营中嵌入AI,可以创造一个活生生的概念证明,展示AI对效率、创新和盈利能力的可衡量影响。文章还强调了AI转型中的三个阶段:启用(Enable)、嵌入(Embed)和演变(Evolve),并提出了一个未来状态的AI驱动、以客户为中心的技术企业蓝图。此外,文章还提出了五项行动,以帮助技术高管加速其AI价值之旅,包括制定连贯的、以AI为中心的愿景和战略、从一开始就建立信任、增强AI产品智能、使用下一代技术和数据扩展AI运营,以及运营和传播AI启用的流程。
技术公司如何利用AI实现业务转型? AI在技术公司内部应用面临哪些挑战? 技术公司如何通过AI实现竞争优势?
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