N-iX > 实例探究 > 通过直观的 UI 改进产品需求预测

通过直观的 UI 改进产品需求预测

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技术
  • 应用基础设施与中间件 - 事件驱动型应用
  • 基础设施即服务 (IaaS) - 云中间件与微服务
适用行业
  • 服装
  • 零售
适用功能
  • 维护
  • 质量保证
用例
  • 补货预测
  • 时间敏感网络
服务
  • 系统集成
  • 测试与认证
关于客户
我们的客户是北美和全球领先的奢侈品连锁店之一。他们向 100 多个国家的客户零售独家服装、配饰和家居产品。
挑战
我们的客户需要提高产品需求预测的效率和有效性,这涉及大量的手动工作。他们希望将所有流程统一在直观的 UI 下,以使员工的预测更快、更准确且更简单。
解决方案
N-iX 协助客户为需求预测应用程序创建方便直观的 UI。他们实现了带有产品参数的动态侧边栏,允许用户开始手动输入产品参数以获取即时选项,将前端从 Flask 迁移到 Javascript 和 React 以减少页面加载时间,添加了多个过滤器和分页以方便数据搜索,实现了用于可自定义表格视图的透视视图,并支持从 Excel 文档导入数据。他们还促进开发、执行 UI 测试并增强安全性。
运营影响
  • The implementation of the new UI and multiple useful features has significantly improved the client's demand forecasting process. The automation of manual processes has not only reduced operational costs but also increased employee productivity. The pivot view tables, data import, dynamic sidebars, and other features have streamlined the work of the client's employees. The migration from a Python-based framework to Javascript and React has accelerated the forecasting process. The application's security has been enhanced by changing the protocol from http to https. The solution has been well-received by the client’s merchandising and planning experts, who have provided positive feedback on its convenience, speed, and intuitiveness.

数量效益
  • Reduced page load times from 15 seconds to about 3 seconds

  • Automated manual processes involved in demand forecasting, reducing operational costs

  • Enhanced application’s security by changing the protocol from http to https

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