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Data quality: Sailpandeployed six sigma methodology to DQ

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Challenge

Inconsistencies in the way quality of data is perceived by stakeholders.

Solution

Six Sigma methodology customized to fit IQ international standards for Data quality

Execution

Performed current state analysis on the perception of data quality and its varied impacts
Mapped sigma thresholds against existing metrics
Defined a framework for assessment, monitoring and reporting based on IQINT standards
Implemented a single version of reporting structure and standards

Execution

Performed current state analysis on the perception of data quality and its varied impacts
Mapped sigma thresholds against existing metrics
Defined a framework for assessment, monitoring and reporting based on IQINT standards
Implemented a single version of reporting structure and standards

Value Delivered

Efficiency gained ~50%
Reduced stakeholder communication in interpreting the reports
Increased trust and confidence on data quality reporting from data office