Responsible for consolidating and reporting financial and administrative data from 59 annual conferences nationwide, GCFA faces the challenge of varied data structures and semantics due to the use of diverse homegrown and commercial software platforms across these conferences. To ensure consistent and accurate consolidated reporting, GCFA standardizes this disparate data before importing it into their operational data systems. While specific tools are not detailed in the sources, leveraging automated data integration solutions like Astera could significantly streamline this complex process by harmonizing varied data formats and improving reporting efficiency.

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