SpotOn 通过 dbt Core 的 Fivetran 转换加速报告
技术
- 基础设施即服务 (IaaS) - 云数据库
- 平台即服务 (PaaS) - 应用开发平台
适用行业
- 电网
- 设备与机械
适用功能
- 产品研发
用例
- 租赁金融自动化
- 时间敏感网络
服务
- 云规划/设计/实施服务
关于客户
SpotOn 是发展最快的软件和支付公司之一，为各种类型和规模的企业提供全面的、基于云的技术。收购 Appetize 后，SpotOn 的客户群不断扩大，包括麦迪逊广场花园、芬威球场和大都会人寿体育场等企业场馆，这些场馆都有独特的需求和复杂的数据。该公司的产品团队的任务是高效地将捕获的客户交易数据转化为为客户提供快速、可靠、信息丰富的报告，而其内部数据团队则利用数据来优化内部运营。
挑战
SpotOn 是一家快速发展的软件和支付公司，在有效地将捕获的客户交易数据转化为为客户提供快速、可靠且信息丰富的报告方面面临着重大挑战。随着公司规模的扩大，将数据转化为客户和内部利益相关者报告的复杂性不断增加，客户数据分散在 30 个未连接的 MySQL 数据库中。工程团队缺乏用于高效生成报告的中央存储库。 Snowflake 中使用存储过程的现有数据转换过程变得越来越复杂且资源密集，单个表背后有超过 2,000 行代码。如果没有版本控制，则不会自动监视或记录更改，这使得质量保证非常耗时，并且需要为每个新用例从头开始编写代码。这导致了高成本、资源密集型流程和次优结果，影响了公司快速扩展以满足不断增长的客户需求的能力。
解决方案
为了应对这些挑战，SpotOn 转向 Fivetran、Snowflake 和 dbt。 Fivetran 用于将客户的所有客户数据从 30 个不同的 MySQL 数据库无缝移动到 Snowflake，提供安全的数据基础，然后可以大规模转换以满足他们的各种分析需求。借助 Fivetran Transformations for dbt Core，SpotOn 能够为客户提供更快、更可靠的自动化报告，同时节省时间和成本。 dbt Core 模块化了 2,000 行转换代码，使数据模型更具可读性、更易于调试，并可通过 jinja 模板进行扩展。通过将 dbt 项目集成到 Fivetran 中，面向 dbt Core 的 Fivetran Transformations 可以编排这些模型在 Fivetran 连接器加载后自动运行，从而无需自定义脚本、第三方工具或 DevOps。 SpotOn 的数据工程团队还使用 dbt Cloud 将多个数据库中的大量数据转化为强大的内部分析和 BI，从而实现协作、数据驱动的增长。
运营影响
数量效益
Case Study missing?
Start adding your own!
Register with your work email and create a new case study profile for your business.
相关案例.
Case Study
Smart Water Filtration Systems
Before working with Ayla Networks, Ozner was already using cloud connectivity to identify and solve water-filtration system malfunctions as well as to monitor filter cartridges for replacements.But, in June 2015, Ozner executives talked with Ayla about how the company might further improve its water systems with IoT technology. They liked what they heard from Ayla, but the executives needed to be sure that Ayla’s Agile IoT Platform provided the security and reliability Ozner required.
Case Study
IoT enabled Fleet Management with MindSphere
In view of growing competition, Gämmerler had a strong need to remain competitive via process optimization, reliability and gentle handling of printed products, even at highest press speeds. In addition, a digitalization initiative also included developing a key differentiation via data-driven services offers.
Case Study
Predictive Maintenance for Industrial Chillers
For global leaders in the industrial chiller manufacturing, reliability of the entire production process is of the utmost importance. Chillers are refrigeration systems that produce ice water to provide cooling for a process or industrial application. One of those leaders sought a way to respond to asset performance issues, even before they occur. The intelligence to guarantee maximum reliability of cooling devices is embedded (pre-alarming). A pre-alarming phase means that the cooling device still works, but symptoms may appear, telling manufacturers that a failure is likely to occur in the near future. Chillers who are not internet connected at that moment, provide little insight in this pre-alarming phase.
Case Study
Premium Appliance Producer Innovates with Internet of Everything
Sub-Zero faced the largest product launch in the company’s history:It wanted to launch 60 new products as scheduled while simultaneously opening a new “greenfield” production facility, yet still adhering to stringent quality requirements and manage issues from new supply-chain partners. A the same time, it wanted to increase staff productivity time and collaboration while reducing travel and costs.
Case Study
Integration of PLC with IoT for Bosch Rexroth
The application arises from the need to monitor and anticipate the problems of one or more machines managed by a PLC. These problems, often resulting from the accumulation over time of small discrepancies, require, when they occur, ex post technical operations maintenance.
Case Study
Robot Saves Money and Time for US Custom Molding Company
Injection Technology (Itech) is a custom molder for a variety of clients that require precision plastic parts for such products as electric meter covers, dental appliance cases and spools. With 95 employees operating 23 molding machines in a 30,000 square foot plant, Itech wanted to reduce man hours and increase efficiency.
