技术
- 功能应用 - 库存管理系统
- 传感器 - 液位传感器
适用行业
- 服装
- 零售
适用功能
- 采购
- 仓库和库存管理
用例
- 库存管理
- 补货预测
关于客户
该客户是一家美国服装和家居装饰零售商,专门销售休闲服装、箱包和家居用品。该公司面临着跨越不同职能和时间范围的手动和 Excel 驱动的规划流程的挑战。这导致了决策、库存管理和服务水平方面的挑战。该公司的关键规划流程(包括需求规划和补货规划)都是各自为政地执行的,因此很难将各个点联系起来并做出明智的决策。该公司缺乏统计需求预测,规划人员花费大量时间将预测分解为规模级别,几乎没有时间进行实际分析。
挑战
这家美国服装和家居装饰零售商专注于休闲服装、箱包和家居用品,正在努力应对跨职能和时间范围的高度手动和 Excel 驱动的规划流程。这导致了决策不理想、库存和服务水平方面的挑战。包括需求计划和补货计划在内的关键计划流程都是在孤岛中执行的,无法将各个点连接起来。该公司缺乏统计需求预测,规划人员仅根据商品级别的销售情况进行预测。他们花费了大量时间将预测分解为规模级别,几乎没有时间进行实际分析。此外,由于需要大量的人工干预和不受分析支持的流程,该公司在准确执行补货计划方面面临挑战。
解决方案
该公司采用了 o9,这是一个独特的平台,能够在单个集成云原生平台上连接所有渠道(零售、制服、目录、在线/市场)和区域的基本和季节性产品线的所有规划流程。借助 o9,该公司获得了复杂、协作且由 ML 驱动的预测,从而实现了数据驱动的异常工作流程并减少了花在繁重工作上的时间。该平台还提高了公司管理各地区各种粒度和范围的门店补货计划和配送中心采购计划的能力。使用o9的先进预测和安全库存驱动的补货计划使商店的库存更加平衡。企业知识图用于创建需求和补货知识模型,取代了Oracle和Excel系统。实现的功能包括销售损失修正、异常值清理、用于新产品推出的基于特征的项目映射、机器学习预测、适应因果因素的规划器丰富模型以及规模缩放功能。
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
Fire Alarm System and Remote Monitoring Sytem
Fire alarm systems are essential in providing an early warning in the event of fire. They help to save lives and protect property whilst also fulfilling the needs of insurance companies and government departments.Fire alarm systems typically consist of several inter-linked components, such as smoke detectors, heat detector, carbon monoxide, manual call points, sounders, alarm and buzzer. The fire alarm system should give immediate information in order to prevent the fire spread and protect live and property.To get maximum protection a shoe manufacturer in Indonesia opted for a new fire alarm system to monitor 13 production sites spread over 160 hectars. Although the company had an existing fire alarm system, it could not be monitored remotely.It was essential that the new system would be able to be monitored from a central control room. It needed to be able to connect to the existing smoke detector and manual call point. Information should be easily collected and passed on to the Supervisory Control and Data Acquisition (SCADA) system. Furthermore, the system should have several features such as alarm management, auto reporting, being connected to many client computers without additional cost, and run 24/7 without fails. The company also needed a system which could be implemented without changing the architecture of the existing fire alarm system.
Case Study
IoT Applications and Upgrades in Textile Plant
At any given time, the textile company’s manufacturing facility has up to 2,000 textile carts in use. These carts are pushed from room to room, carrying materials or semi-finished products. Previously, a paper with a hand-written description was attached to each cart. This traditional method of processing made product tracking extremely difficult. Additionally, making sure that every cart of materials or semi-finished products went to its correct processing work station was also a problem. Therefore, the company desired an intelligent solution for tracking assets at their factories. They also wanted a solution that would help them collect process data so they could improve their manufacturing efficiency.
Case Study
Improving Production Line Efficiency with Ethernet Micro RTU Controller
Moxa was asked to provide a connectivity solution for one of the world's leading cosmetics companies. This multinational corporation, with retail presence in 130 countries, 23 global braches, and over 66,000 employees, sought to improve the efficiency of their production process by migrating from manual monitoring to an automatic productivity monitoring system. The production line was being monitored by ABB Real-TPI, a factory information system that offers data collection and analysis to improve plant efficiency. Due to software limitations, the customer needed an OPC server and a corresponding I/O solution to collect data from additional sensor devices for the Real-TPI system. The goal is to enable the factory information system to more thoroughly collect data from every corner of the production line. This will improve its ability to measure Overall Equipment Effectiveness (OEE) and translate into increased production efficiencies. System Requirements • Instant status updates while still consuming minimal bandwidth to relieve strain on limited factory networks • Interoperable with ABB Real-TPI • Small form factor appropriate for deployment where space is scarce • Remote software management and configuration to simplify operations
Case Study
Digital Retail Security Solutions
Sennco wanted to help its retail customers increase sales and profits by developing an innovative alarm system as opposed to conventional connected alarms that are permanently tethered to display products. These traditional security systems were cumbersome and intrusive to the customer shopping experience. Additionally, they provided no useful data or analytics.
Case Study
How Sirqul’s IoT Platform is Crafting Carrefour’s New In-Store Experiences
Carrefour Taiwan’s goal is to be completely digital by end of 2018. Out-dated manual methods for analysis and assumptions limited Carrefour’s ability to change the customer experience and were void of real-time decision-making capabilities. Rather than relying solely on sales data, assumptions, and disparate systems, Carrefour Taiwan’s CEO led an initiative to find a connected IoT solution that could give the team the ability to make real-time changes and more informed decisions. Prior to implementing, Carrefour struggled to address their conversion rates and did not have the proper insights into the customer decision-making process nor how to make an immediate impact without losing customer confidence.