Atlan > 实例探究 > 提高数据一致性和可发现性:邮差的旅程

提高数据一致性和可发现性:邮差的旅程

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技术
  • 分析与建模 - 数据挖掘
适用行业
  • 水泥
用例
  • 沉浸式分析
  • 时间敏感网络
服务
  • 系统集成
关于客户
Postman 是一家拥有数百名团队成员的公司,分布在四大洲,来自 50 万家公司的超过 1700 万用户使用其 API 平台。他们希望实现数据访问民主化,并确保公司中的每个人都可以访问数据并从中获得见解。
挑战
随着公司及其数据团队的扩展,Postman 面临着数据一致性和可发现性方面的挑战。数据的不同位置和版本导致了数据的混乱和不信任。
解决方案
Postman 实施了多种解决方案来应对挑战。他们首先在 Confluence 文档中记录数据,以创建可搜索的事实来源。他们还在 Google Sheets 中创建了数据字典,但面临着低质量文档和可扩展性的挑战。最后,他们采用了 Atlan,这是一个预构建的数据工作区,它提供了数据目录并改进了数据发现和一致性。
运营影响
  • Implementing Atlan as a data workspace has been a success for Postman. It has a clean interface and powerful functionalities, providing documentation, ownership information, usage, and data discovery. The workspace has enabled everyone to find the right data for their use case, and the data is consistent across the board for all accessing it. This has helped rebuild trust in the data. The workspace has also set up a system to track data, which can be used to understand data lineage, helping solve daily bugs and issues quicker. It has also opened up avenues for maintaining more consistent data descriptions across tools, improving data quality, and more. This has laid the foundation for democratizing data across the company, enabling the entire company to become more data-aware and data-driven.
数量效益
  • Postman has over 17 million users from 500,000 companies.
  • The data team scaled nearly fivefold in one year.
  • Postman has about 170 active users per week on Looker, a significant number for a company of around 400 people.

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