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Alation > 实例探究 > 通过数据目录释放业务价值
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Transforming Data Complexity into Business Value: A Case Study on FLSmidth

技术
  • 分析与建模 - 机器学习
  • 分析与建模 - 预测分析
适用行业
  • 水泥
  • 金融与保险
适用功能
  • 采购
  • 销售与市场营销
用例
  • 库存管理
  • 时间敏感网络
挑战
跨国工程公司 FLSmidth 面临的挑战是收购带来的数据复杂性和数据量以及员工离职时部落知识的流失。
关于客户
FLSmidth 是一家总部位于丹麦的跨国工程公司,在全球拥有近 12,000 名员工。 130 多年来,该公司通过多次收购不断发展壮大。
解决方案
应对这一挑战的解决方案是实施数据目录,它可以实现更快的数据发现、集中文档并促进协作。
运营影响
  • The implementation of Alation’s Data Catalog transformed FLSmidth's data management operations. The data catalog enabled faster data discovery, centralized documentation on data, and fostered collaboration, leading to greater productivity. It also helped the company to leverage predictive analytics effectively, improving customer service by proactively informing customers about potential part failures. Furthermore, the data catalog improved FLSmidth's ability to sell products by identifying and stocking parts that were needed more often. The data catalog also increased the trust in their data, enabling them to make business-critical calculations on trusted data. Overall, the data catalog helped FLSmidth to connect its data management to tangible business value, thereby making a clear business case for its implementation.
数量效益
  • Predictive analytics enabled by the data catalog allowed FLSmidth to identify when a part would fail 90-days beforehand, reducing downtime and potential loss of sales.
  • By identifying and stocking parts that were needed more often, FLSmidth was able to increase its sales by up to 4%.
  • Despite only being able to create calculations on 60% of their transactions initially, the implementation of a data catalog increased the trust in their data, enabling them to make business-critical calculations on trusted data.

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