下载PDF
bonprix: Enhancing Shopping Experience with Scalable ML and AI Automation via Google Cloud
技术
- 分析与建模 - 机器学习
- 功能应用 - 仓库管理系统 (WMS)
适用行业
- 消费品
- 设备与机械
适用功能
- 产品研发
- 仓库和库存管理
用例
- 预测性维护
- 时间敏感网络
服务
- 云规划/设计/实施服务
- 数据科学服务
挑战
bonprix 拥有过时的本地数据仓库设置，随着数据量的增长，问题变得越来越严重。他们希望增强机器学习和人工智能能力，并将所有数据集中在一处。
关于客户
bonprix 是一家国际在线时尚和家居用品零售商，业务遍及欧洲、俄罗斯和北美。他们拥有强大的内部开发和数据工程团队。
解决方案
在 Google Cloud 合作伙伴 KPMG 和 Aliz 的帮助下，bonprix 迁移到了 Google Cloud。他们现在使用 Google Cloud 的数据仓库 BigQuery 来存储和分析结构化和非结构化数据。迁移在 12 个月内按时、按预算完成。
运营影响
数量效益
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.
.png)
Case Study
Improving Vending Machine Profitability with the Internet of Things (IoT)
The vending industry is undergoing a sea change, taking advantage of new technologies to go beyond just delivering snacks to creating a new retail location. Intelligent vending machines can be found in many public locations as well as company facilities, selling different types of goods and services, including even computer accessories, gold bars, tickets, and office supplies. With increasing sophistication, they may also provide time- and location-based data pertaining to sales, inventory, and customer preferences. But at the end of the day, vending machine operators know greater profitability is driven by higher sales and lower operating costs.
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.
