Focus On The Family, a global Christian ministry, receives donation data in varied formats (delimited, Excel, fixed-length, PDF reports) from multiple sources. This data often contains duplicates, missing, and incorrect information (e.g., inconsistent names, addresses) that requires extensive cleansing and reconciliation before being loaded into their operational system. To shorten testing times and minimize integration risks associated with potentially incorrect data, they sought a solution to automate data cleansing and validation processes, thereby improving data quality and accelerating their multi-week to multi-month turnaround for new data integration projects. Astera’s data quality and integration tools could significantly streamline this.

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