MIT Technology Review » Artificial Intelligence 09月05日
Agentic AI赋能金融服务新机遇
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Agentic AI正迎来成熟期,为金融服务领域带来前所未有的机遇。银行正积极部署Agentic AI以优化流程、驾驭复杂系统,并高效处理海量非结构化数据,从而做出决策并采取行动,甚至无需人工干预。与传统的基于规则的自动化方法不同,Agentic AI能够实现更大规模的流程自动化,在成本、效率和客户体验方面带来显著提升。从客户服务响应到贷款审批自动化,再到从金融协议中提取关键条款,Agentic AI正重塑客户体验和金融机构的运营模式。对于企业而言,适应Agentic AI等新兴技术至关重要,它将决定企业能否在日益激烈的竞争中脱颖而出。

💡 **Agentic AI的成熟与潜力**:Agentic AI技术的成熟正在推动金融服务行业的转型。其核心能力在于能够独立地优化流程、处理复杂系统和分析海量非结构化数据,从而实现决策和行动,甚至在无需人工介入的情况下。这标志着比以往基于规则的自动化(如RPA)更进一步的自动化水平,能够显著降低成本、提高效率并改善客户体验。

🚀 **Agentic AI在金融领域的广泛应用**:Agentic AI在金融领域的应用场景十分广泛,包括但不限于:自动响应客户服务请求、自动化贷款审批流程、根据客户的薪资周期调整账单支付、以及从复杂的金融协议中精确提取关键条款和条件。这些应用预示着金融机构运营模式和客户体验的深刻变革。

📈 **行业采纳与成效显著**:目前,Agentic AI在银行业得到了快速的采纳。一项调查显示,绝大多数银行高管认为其机构在不同程度上使用了Agentic AI。该技术在提高欺诈检测(56%)、增强安全性(51%)、降低成本增效(41%)和改善客户体验(41%)等方面已被证明是高度有效的,显示了其巨大的实际价值和应用潜力。

🌐 **适应与生存的关键**:在快速变化的技术环境中,企业能否成功适应并采纳Agentic AI等新兴技术,并重塑其运营方式,将是决定其未来生存和发展的关键。这要求企业内部的人员和组织都要认识到工作方式将发生根本性的变化,并积极拥抱这种变革。

Agentic AI is coming of age. And with it comes new opportunities in the financial services sector. Banks are increasingly employing agentic AI to optimize processes, navigate complex systems, and sift through vast quantities of unstructured data to make decisions and take actions—with or without human involvement. “With the maturing of agentic AI, it is becoming a lot more technologically possible for large-scale process automation that was not possible with rules-based approaches like robotic process automation before,” says Sameer Gupta, Americas financial services AI leader at EY. “That moves the needle in terms of cost, efficiency, and customer experience impact.”

From responding to customer services requests, to automating loan approvals, adjusting bill payments to align with regular paychecks, or extracting key terms and conditions from financial agreements, agentic AI has the potential to transform the customer experience—and how financial institutions operate too.

Adapting to new and emerging technologies like agentic AI is essential for an organization’s survival, says Murli Buluswar, head of US personal banking analytics at Citi. “A company’s ability to adopt new technical capabilities and rearchitect how their firm operates is going to make the difference between the firms that succeed and those that get left behind,” says Buluswar. “Your people and your firm must recognize that how they go about their work is going to be meaningfully different.”

The emerging landscape

Agentic AI is already being rapidly adopted in the banking sector. A 2025 survey of 250 banking exec-utives by MIT Technology Review Insights found that 70% of leaders say their firm uses agentic AI to some degree, either through existing deployments (16%) or pilot projects (52%). And it is already proving effective in a range of different functions. More than half of executives say agentic AI systems are highly capable of improving fraud detection (56%) and security (51%). Other strong use cases include reducing cost and increasing efficiency (41%) and improving the customer experience (41%).

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This content was produced by Insights, the custom content arm of MIT Technology Review. It was not written by MIT Technology Review’s editorial staff. It was researched, designed, and written entirely by human writers, editors, analysts, and illustrators. This includes the writing of surveys and collection of data for surveys. AI tools that may have been used were limited to secondary production processes that passed thorough human review.

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相关标签

Agentic AI 金融服务 人工智能 自动化 银行业 技术转型 Agentic AI Financial Services Artificial Intelligence Automation Banking Technological Transformation
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