Can MDM be an answer to all the data management issues?

Over the years enterprises have been overwhelmed with monstrous amount of transaction data generated from different sources. Accompanying this is the need to effectively maintain the master and reference data across the enterprise. In the absence of a Master Data Management these processes have been consuming and resource intensive, often leading to undesirable consequences such as customer dissatisfaction, poor vendor and employee relationship etc.

Master Data Management

With the advent of master data management, life at these enterprises could not have been better. MDM is a combination of tool, technology, processes and people. It can work with any/many sources of master data and help standardize, cleanse and create a golden copy source, in addition it can publish the master/reference data to all the consumers. The key here is consistent single view of Enterprise Master/Reference Data such as Customers, Products, Vendor and Employees

Master data management is being effectively used in several industry verticals such as healthcare, retail, manufacturing, banking, financial services and insurance, hospitality, supply chain and logistics and even in educational institutions. The master data management is as combination of process, people, tools and technology that help in data profiling, data cleansing and synchronization of master and reference data. MDM itself is a small part of the overall Enterprise Data Management and governance, but it is a giant leap towards it. Do not expect MDM to solve all your Data Management Issues, but choosing to deploy MDM is good indicator of the fact that your Enterprise is moving towards better quality and improved governance.

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One thought on “Can MDM be an answer to all the data management issues?

  1. Great article and I like the architecture diagram. Just a comment:

    In the architecture diagram above, are you perhaps missing the “cleansing” aspect in the Karya DQ Engine?

    Can you please explain the business and product references in the DQ Engine? If these represent master data, then should these not perhaps be inside the MDM hub?

    Thirdly, should the ESB not stretch from the source systems to the MDM data hub? My understanding is that the MDM hub needs to keep up and downstream systems in synch.


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