Data quality issues that come from the source system must be corrected before the project can proceed. Although slightly less dramatic than canceling the whole project, these corrections are a huge external dependency that must be well managed for the Data Warehouse or CRM project to succeed.  

Data quality issues that can be corrected in the ETL processing flow after the data has been extracted from the source system. Understanding these issues drives the design of the ETL transformation logic and exception handling mechanisms. These issues also hint at the manual processing time that will be needed to resolve data problems each day.

Unanticipated business rules, hierarchical structures, and FK-PK key relationships. Understanding the data at a detailed level flushes out issues that will permeate the design of the ETL system.

TDNett Knowledge recognizes that your customer data is one of your most valuable assets. We have the experience, knowledge of Data Cleansing of Indian data. Be it Customer Relationship Management or Master Data Management or Data Integration project, our Data Cleansing Bureau Services will help you understand the gaps in your data upfront before embarking on your critical data centric project.

Trillium Software™

Trillium Software™ a division of Harte-Hanks, offers an integrated suite of Total Data Quality software and services architected to turn raw data into usable information that supports business functions.

Trillium Software Quality ® and Trillium Software Discovery ® are recognized as critical to the success of business intelligence, customer relationship management, data integration, and data governance initiatives.  

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