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In a prior career, I led GIS data development for Arizona’s NG9-1-1 pilot project, a complex initiative involving data integration from various sources. Our chosen client-based solution struggled to handle the continuous data flow and discrepancies. This text explores my quest to establish a more robust and transparent data management system to benefit both our team and data contributors, promoting efficiency and communication in GIS data management.

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