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Sunday, November 19, 2023

User What is Cleanse Function in Informatica MDM?

 In Informatica MDM (Master Data Management), the Cleanse function is a critical component used to standardize and cleanse data. The primary purpose of the Cleanse function is to ensure that the data in the MDM system is accurate, consistent, and conforms to predefined business rules and standards.


Here's a brief overview of how the Cleanse function works in Informatica MDM:






a) Data Standardization: The Cleanse function helps standardize data by applying formatting rules, converting data to a consistent format, and ensuring that it adheres to specified standards. This is particularly important when dealing with master data, as it helps maintain uniformity across the enterprise.


b) Data Validation: Cleanse functions also perform data validation to ensure that the data meets certain criteria or business rules. For example, it may check that dates are in the correct format, numeric values fall within acceptable ranges, and so on.


c) Data Enrichment: In some cases, the Cleanse function can enrich data by adding missing information or correcting inaccuracies. This might involve appending missing address details, standardizing names, or filling in gaps in other fields.


d) Deduplication: Another important aspect of the Cleanse function is deduplication. It helps identify and eliminate duplicate records within the master data, ensuring that only unique and accurate information is stored in the MDM system.


e) Address Cleansing: Cleanse functions often include specialized features for address cleansing. This involves parsing and standardizing address information, correcting errors, and ensuring that addresses are in a consistent and valid format.






f) Data Quality Reporting: Cleanse functions generate reports on data quality, highlighting any issues or discrepancies found during the cleansing process. This reporting is crucial for data stewardship and governance.


In Informatica MDM, the Cleanse function is typically part of the data quality and data integration processes. It plays a crucial role in maintaining the integrity and quality of master data, which is essential for making informed business decisions and ensuring operational efficiency.


It's worth noting that the specific features and capabilities of the Cleanse function may vary depending on the version of Informatica MDM and the specific configuration implemented in a given organization.


Learn more about Cleanse Functions in Informatica MDM here



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