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Google Cloud Platform > 实例探究 > ATB Financial:利用 BigQuery 加速 SAP 数据洞察并提升业务成果
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ATB Financial: Accelerating SAP data insights and boosting business outcomes with BigQuery

技术
  • 分析与建模 - 预测分析
  • 应用基础设施与中间件 - 数据可视化
适用行业
  • 建筑与基础设施
  • 金融与保险
适用功能
  • 物流运输
  • 质量保证
用例
  • 欺诈识别
  • 实时定位系统 (RTLS)
服务
  • 云规划/设计/实施服务
  • 测试与认证
挑战
加拿大金融机构 ATB Financial 需要对其旧数据平台进行现代化改造,以支持依赖实时数据分析和洞察的未来业务需求。现有的分析流程是临时且手动的,需要多个数据副本和大量操作才能生成报告。
关于客户
ATB Financial 是一家总部位于加拿大艾伯塔省的金融机构,拥有超过 556 亿加元的资产。它拥有 5,000 多名团队成员,通过分支机构、代理机构、客户服务中心、企业家中心和数字银行选项为超过 800,000 名客户提供服务。
解决方案
ATB 选择 BigQuery 作为其下一代云原生架构的无服务器数据仓库和数据湖。 BigQuery 作为 ATB 数据公开支持平台 (DEEP) 的核心组件,取代了旧数据架构并提供标准化的企业数据模型。借助 BigQuery,ATB 可以实时获取和提取来自各种来源的数据,通过高级分析和 AI 丰富数据,实现自助分析,并通过 API 公开数据和机器学习模型。
运营影响
  • The Google Cloud solution proved its worth during the COVID-19 pandemic by helping the bank intelligently identify clients in financial distress. The bank’s business leaders now enjoy more read access to data, allowing them to make better-informed decisions in real time. Data scientists and analysts enjoy easy-to-use data visualization, analysis, and reporting capabilities. ATB has leveraged these improvements to increase in client satisfaction and revenues through contextual recommendations and customized interactions, while also leveraging them to reduce theft and reputational damage through stronger fraud detection. The solution enables IT teams at the bank to reduce operating expenses and complexity by migrating its infrastructure to the cloud, accelerate time-to-value and improve choice by leveraging more third-party services, mitigate risk by securing data, improving governance, and increasing service availability.
数量效益
  • Enables business insights from multiple data sources 117 times faster than previous approaches
  • Realizes millions in efficiency and technology cost savings by retiring legacy environment
  • Accelerating the delivery of new datasets by 30% compared to previous approaches

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