Barclays scales Claude to upgrade operations and improve client experience
https://www.anthropic.com/news/barclays-scales-claude📌 Barclays 擴大導入 Claude,目標 2026 年底半數工程師上線
TL;DR:英國銀行巴克萊(Barclays)擴大與 Anthropic 合作,把 Claude 嵌進客服知識庫與每天 12 萬封信件的分流流程。
在一家服務超過 2000 萬名英國散戶客戶、受嚴格監管的銀行裡,導入 AI 能做到多細?Barclays 給出的答案不只是聊天機器人,而是把 Claude 嵌進維運的多個環節,同時把工程師的 AI 採用率寫進明確的時間表。
🤔 為什麼一家銀行要把 AI 鋪到全面維運
Barclays 正在擴大與 Anthropic 的策略合作,把安全、企業級的 AI 系統整合進全球營運,目標是加速軟體開發、現代化既有系統,並提升營運效率。Barclays 集團共同營運長 Anne Marie Darling 表示,擴大使用 Claude 「不只是導入 AI,而是重新想像流程、強化客戶與客戶體驗,在安全且治理完善的環境中打造更簡單、更有效率的組織」;集團共同營運長 Craig Bright 則提到,軟體工程與網路安全正被日益強大的 AI 系統重塑,Barclays 用 Claude 協助現代化既有平臺、提升軟體品質,讓技術專家能專注在最複雜的挑戰上。
🧩 兩個已經上線的實際案例
第一個是 Colleague Knowledge Assistant(同事知識助理),自 2025 年上線,透過 Claude 的 retrieval-augmented generation(RAG)架構運作,協助 Barclays 英國員工更快找到資訊與答案,以服務超過 2000 萬名英國零售客戶。目前已有超過 1.6 萬名同事採用,累計處理超過 100 萬次搜尋。
第二個是 Global Markets(全球市場)業務線:團隊用 Claude 模型對收到的信件進行分類、補充資訊,並判斷最適合的處理路徑,協助排定優先順序、確保請求包含營運同事行動所需的資訊。這個平臺每天處理約 12 萬封信件,減少人工處理的工作量,同時幫助同事更有效率地辨識並採取行動。
📊 工程師採用率的時間表
作為這波擴大導入的一部分,Barclays 預期 Claude Code 的採用率將在 2026 年底前達到開發者人口的 50%,並在 2027 年提升到多數軟體工程師都在使用。
💡 治理與安全被反覆強調
Barclays 強調,在大型、複雜且高度受監管的組織中導入 AI,需要同時具備強大的技術能力與嚴謹的治理。該行對所有 AI 應用場景都套用治理機制、安全控管與人工監督。Anthropic 商務長 Paul Smith 表示,Barclays 服務數百萬客戶,對 AI 的標準很高,因此此次上線伴隨嚴格的安全性與監督機制,「Claude 現在協助 1.6 萬名 Barclays 同事為客戶找答案,每天分類 12 萬封信件,並將在 2027 年前進入多數 Barclays 工程師手中。能把 AI 標準訂得這麼高的機構並不多。」
🎯 大型監管產業的 AI 導入可以參考的模式
對在銀行、保險等高監管產業工作的工程師,這個案例示範了一種落地路徑:用 RAG 架構處理內部知識查詢,用分類模型處理高流量的日常操作(如信件分流),同時為開發者端的工具採用設定分階段的量化目標,並把治理與人工監督放在與技術能力同等重要的位置。
🔗 來源
- 標題:Barclays scales Claude to upgrade operations and improve client experience
- 作者/機構:Anthropic
- 連結:https://www.anthropic.com/news/barclays-scales-claude
#AI #Claude #Anthropic #Banking #FinTech #EnterpriseAI #SoftwareEngineering #RAG #DeveloperProductivity #AIGovernance
原始資料 Anthropic News · 收集於 2026-10-01
摘要原文
Announcements Barclays scales Claude to upgrade operations and improve client experience Oct 1, 2026 Barclays, the British universal bank, is expanding its strategic collaboration with Anthropic to integrate secure, enterprise-grade AI systems across its global operations. Barclays is extending Claude across the bank to accelerate software development, modernize legacy systems, and improve operational efficiency. As part of this rollout, Barclays expects Claude Code adoption to reach 50% of its developer population by the end of 2026, rising to a majority of software engineers in 2027. Barclays builds with Claude to better serve customers Integrating AI across a large, complex, and highly regulated organization requires both capable technology and disciplined governance. Expanding its collaboration with Anthropic reflects a shared commitment to deploying AI responsibly, reliably, and in ways that deliver real outcomes, such as providing faster support for customers. “The true measure of any technology is the impact it has on customers, clients, and colleagues, and the outcomes it enables,” said Anne Marie Darling, Group Co-Chief Operating Officer at Barclays. “Expanding the use of Claude across Barclays is about more than adopting AI. It is about transforming how work gets done: reimagining processes, enhancing customer and client experiences, and building a simpler, more efficient organization within a secure and well-governed environment. By reducing time spent on routine activities and streamlining decision-making, we can enable colleagues to focus their expertise where it matters most, solving more complex problems, accelerating innovation, and delivering better outcomes for our customers, clients, and business.” “Software engineering and cyber security are both being reshaped by increasingly capable AI systems,” said Craig Bright, Group Co-Chief Operating Officer at Barclays. “We're moving towards AI as an increasingly agentic capability embedded within how we build, test, secure, and operate technology. At Barclays, we're using Claude to help modernize legacy platforms, improve software quality, and allow our technical experts to focus on the most complex challenges. The combination of skilled engineers, cyber specialists, and trusted AI capabilities has the potential to fundamentally improve how technology is developed and managed across large-scale enterprises.” Claude powers knowledge assistance to speed up customer servicing One example of the partnership already in action is Barclays’ Colleague Knowledge Assistant, which helps Barclays UK employees find information and answers more quickly when supporting their over 20 million UK retail customers. The capability, which has been live since 2025, is powered by Claude through a retrieval-augmented generation architecture. More than 16,000 colleagues have adopted the assistant, and it has handled over one million searches. The result is faster access to information and quicker support for customers. Enhancing operational efficiency in Barclays’ Global Markets business Within Barclays' Global Markets business, Claude models are helping streamline how client inquiries are processed and managed. Teams use Claude models to classify, enrich, and determine the optimal processing route for incoming emails, helping to prioritize and ensure requests contain the information needed for operations colleagues to take action. The platform processes approximately 120,000 emails each day, reducing manual handling activity while helping colleagues identify and act on relevant information more efficiently. Scaling AI responsibly As Barclays continues to expand its use of AI, responsible deployment remains central to the partnership. The bank applies robust governance, security controls, and human oversight to AI use cases, ensuring technology is deployed safely and effectively across the organization. “Our work with Barclays is a significant milestone for us in the UK. Barclays serves millions of customers and clients across the globe, so their standard for AI is high. That's why Barclays is rolling Claude out with strong security and oversight,” said Paul Smith, Chief Commercial Officer at Anthropic. “Claude now helps 16,000 Barclays’ colleagues find answers for customers, sorts 120,000 emails a day, and will be in the hands of most Barclays engineers by 2027. Very few institutions hold AI to such a high standard.” Looking ahead The expanded partnership reflects Barclays’ long-term commitment to using AI to improve productivity, strengthen resilience, and improve customer and client outcomes. By combining Anthropic’s frontier AI capabilities with Barclays’ focus on responsible innovation, the organizations are working together to scale practical AI applications across one of the world’s largest financial institutions.
由 claude-code/sonnet 自動生成