Why Is Data Cleansing Essential For Successful Master Data Management?

  • Added:
    Jan 06, 2014
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Why Is Data Cleansing Essential For Successful Master Data Management? Photo by Jessica  Bank

Technology has enabled businesses to expand their base and go global. This has led to many alliances and associations being formed, as every organization aspires to grow larger and achieve success. Though many entrepreneurs consider forming associations as a strategy to move up the ladder, they fail to realize that with growth, there would be an additional dose of responsibility that they must undertake. It is important for businesses to consider the available resources, their economic condition and the prevalent business environment in their targeted area, before making any impulsive decisions that would impact the growth of their business. Though the financial conditions and the current market situation can be quite unpredictable, the health of the organization can be safeguarded through effective implementation of master data management.

Data bears incredible importance in every business environment. It is quality data that aids in making constructive decisions for the survival and growth of a business. Though implementation of MDM tools adds convenience to the whole business process, its implementation alone cannot ensure its success. It is the association of MDM and data quality tools that facilitates consistent and reliable flow of data, on a regular basis. As any organization grows, the entrepreneurs introduce a wide range of services and form different associations to keep their brand active in their business circuit. This results in a couple of sites being introduced, with many different employees and customers entering vague unstructured information into the database. This type of unstructured allocation of information over a prolonged period makes the database ineffective, since the available data would have duplicated, vague or incorrect information.

Maintenance, repairs and operations form the core aspects of several data management programs in manufacturing-intensive businesses. To leverage the usability of their asset management systems, companies should effectively use data cleansing tools, especially when they operate using an indirect supply chain. Effective implementation of master data management aids in generating quality MRO data, which is free of errors. It enhances the business by improving the MRO activities with its strategic sourcing and filtration process. It offers considerable return on investment by enhancing the operations and optimizing the available resources. Sound MRO data improves the performance of maintenance and safety programs, which indirectly enhances the operations visibility across the enterprise.

Quality MRO data allows companies to make constructive decisions that would considerably influence the growth of the organization. As the available information empowers the management to analyze the present condition of their business, there are fewer chances of errors in projects and creation of unsuccessful strategies. Moreover, implementation of sound master data management practices drives efficiency and profitability to every business, as it structures the operations of the organization. While data cleansing dissects all the information available in the database, the management is forced to look at the loopholes that can aid in making significant changes to the system, and can curb unwanted expenses. Thus, for successful implementation of material master data management, adoption of data cleansing is vital.

 

Jessica Banks is an expert in the field of master data management. With her immense experience, she has helped several companies, to achieve success with their MDM projects.

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