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奥纬咨询:银行业的AI革命(中译版)(17页).pdf

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1、Manuel AbatJose Luis JuanasRainer GlaserMustafa Domanic Oliver Wyman2The AI Revolution in BankingEXECUTIVE SUMMARYBanks have been trying for years to implement artificial intelligence(AI)programs to improve their client experiences and fend off increasing competition from new entrants outside the tr

2、aditional financial services industry.Most of these efforts have found only modest success so far in large part because the programs havent cut broadly enough across the enterprise.Some of the biggest potential benefits of AI for banks are in revenue improvement,yet most firms are not capturing them

3、.But a small handful are making real progress.We call them AI trailblazers,and they are drawing a map for others to follow as they try to protect and gain market share from potentially disruptive fintech and big tech rivals.We have identified four pillars that the most successful banks in AI transfo

4、rmation are following.First and foremost,they are seeking to develop AI everywhere not just in client-facing applications but across their enterprises.Second,they are emulating the very tech companies they are trying to defeat:Instead of thinking like banks deploying technology,they are thinking lik

5、e tech companies getting into banking.Third,they are committing full bore to improving and modernizing their data practices not only by moving to the cloud but also by bolstering governance and data stewardship.Finally,the trailblazers are creating AI factories internal centers of excellence brimmin

6、g with talented workers that they then can deploy across the enterprise.In the pages that follow we will share the secrets these trailblazers are revealing and create a new roadmap for banks to follow as they embark on,or begin to course-correct,their AI journeys.Oliver Wyman3The AI Revolution in Ba

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本文主要讨论了人工智能(AI)在银行业中的革命性影响。文章指出,尽管许多银行试图通过实施AI程序来改善客户体验并抵御来自传统金融服务行业之外的新进入者的竞争,但大多数这些努力迄今为止只取得了有限的成效。文章强调,AI在银行中的最大潜在收益在于收入提升,但大多数公司尚未实现这一目标。 文章提出,少数银行正在取得实质性进展,这些银行被称为AI先驱,它们正在为其他银行绘制路线图。这些先驱银行遵循四个支柱:首先,它们寻求在企业中开发AI,不仅在前端应用程序中,而且在其整个企业中;其次,它们模仿它们试图击败的科技公司,而不是像银行那样部署技术,而是像科技公司那样进入银行业;第三,它们全力以赴改善和现代化其数据实践,不仅通过迁移到云端,还通过加强治理和数据管理;最后,先驱者创建了AI工厂——充满才华的员工的内部卓越中心,然后可以在整个企业中部署。 文章还指出,根据对34家全球主要银行的最近研究,所有银行都在其前端功能中实施了某种形式的AI,无论是通过聊天机器人、数字顾问还是虚拟助手,并且正在享受增强的交叉销售、更好的客户服务、风险管理、更丰富的客户洞察和更快的客户入职带来的好处。 总的来说,文章强调了AI在银行业中的潜力,以及银行如何通过全面采用AI来提高其竞争力和市场地位。
银行如何通过AI实现全面转型? 银行如何像科技公司一样运作? 银行如何建立AI工厂以实现规模化部署?
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