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凯捷(Capgemini):2025人工智能实践:生成式AI与代理型AI重新定义业务运营报告(中译版)(100页).pdf

上传人: Kell****reet 编号:714249 2025-06-20 100页 26.67MB

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1、AI in actionAI in actionHow gen AI and agentic AIredefine business operations#GetTheFutureYouWantTable of contents2Capgemini Research Institute 2025AI in action06Executive summary28Gen AI and agentic AI adoption is soaring10As organizations realize AI benefits,ROI concerns wane 36AI-driven process t

2、ransformations are delivering value across business operationsTable of contents3Capgemini Research Institute 2025AI in action54Preparing your organization for AI-powered business operations84Our services79Research methodology78Conclusion Who should read this report and why?This report is primarily i

3、ntended for senior executives in business operationsparticularly those leading functions such as supply chain,procurement,finance,and customer or people operations.It will also be valuable to CTOs,CDOs,and other technology and innovation leaders exploring the strategic role of Gen AI and agentic AI

4、in enterprise transformation.This report offers unique,data-driven insights into how Gen AI and agentic AI are being adopted across industries,with a focus on ROI trends,emerging use cases,and their tangible impact on core business functions.It also explores workforce implications,governance best pr

5、actices,and scaling strategiesmaking it a critical resource for leaders looking to move beyond experimentation and drive measurable value from AI investments in business operations.4Capgemini Research Institute 2025AI in actionWhat is AI,Gen AI,and agentic AI in business operations?In this report,“A

6、I,Gen AI and agentic AI in business operations”refers to the integration of traditional AI,AI-enhanced process automation(IPA),generative AI(Gen AI),and agentic AI into organizational workflows to improve efficiency,decision-making,and innovation.Key terminology used in the report:Artificial intelli

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根据文章内容,以下是关键点: 1. **AI投资回报率**:AI在业务运营中的投资回报率平均为1.7倍,40%的组织预计1-3年内实现正回报,35%预计3-5年内实现。 2. **AI代理系统**:21%的组织已使用AI代理系统,预计2025年底将增加48%。 3. **业务流程优化**:AI在供应链、财务、人力资源和客户运营中实现了显著的效率提升,成本降低26-31%。 4. **AI投资增加**:62%的组织增加了生成式AI的投资,36%专门为生成式AI分配了资金。 5. **AI实施步骤**:组织需要建立AI准备基础,使员工AI就绪,重新设计流程,采用AI代理,控制成本,并制定扩展策略。 6. **AI代理系统**:AI代理系统在业务流程中提高了效率、客户满意度、错误减少和运营成本降低。 7. **生成式AI应用**:36%的组织已部署生成式AI,预计2025年底将增加48%。 8. **AI实施步骤**:组织需要建立AI准备基础,使员工AI就绪,重新设计流程,采用AI代理,控制成本,并制定扩展策略。
AI如何重塑业务流程? AI在业务运营中的投资回报率如何? 如何为AI驱动的业务运营做准备?
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