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Developments in Practice XXX: Master Data Management: Salvation Or Snake Oil?

机译:实践XXX的发展:主数据管理:救灾还是蛇油?

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The newest hot topic in IT is Master Data Management (MDM). MDM is either “the most overused IT buzzword,” the exact meaning of which vendors have yet to agree on, OR it describes a discipline and technologies for developing a consistent set of identifiers and attributes that describe the core data entities of an organization (e.g., customer, product) OR possibly, something in between. While the definition of MDM is vague, the problem it purports to solve certainly is not. Here, there is general agreement that the data in most organizations is a mess, resulting from years of developing in silos. Most organizations therefore face a multitude of inconsistencies in data definitions, data formats and data values which make it next to impossible for an organization to understand and use its key data.This paper first outlines the business needs which MDM purports to address and defines what MDM is and is not. Next it looks at the “data ecosystem” and where MDM fits within it. Then, it outlines the value proposition for MDM and some of the challenges organizations face in making a business case for it. The last two sections look at some of the pre-requisites which must be put in place before embarking on an MDM program and describe “the data journey” of which MDM is only a part.
机译:IT中最新的热门话题是主数据管理(MDM)。 MDM要么是“最被过度使用的IT流行语”,其确切含义尚待供应商达成共识,或者它描述了一种学科和技术,用于开发用于描述组织核心数据实体的一组一致的标识符和属性(例如, ,客户,产品),也可能介于两者之间。虽然MDM的定义含糊不清,但它要解决的问题肯定不是。在这里,人们普遍同意,大多数组织中的数据都是混乱的,这是由于多年以来的孤岛开发所致。因此,大多数组织在数据定义,数据格式和数据值方面面临多种不一致,这使得组织几乎无法理解和使用其关键数据。本文首先概述了MDM旨在解决的业务需求,并定义了什么MDM是和不是。接下来,它着眼于“数据生态系统”以及MDM在其中适合的位置。然后,概述了MDM的价值主张以及组织在为其制定业务案例时面临的一些挑战。最后两节介绍了在开始MDM程序之前必须具备的一些先决条件,并描述了MDM只是其中一部分的“数据之旅”。

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