You use tools like QGIS, SQIL, ARCGIS, FME, Python to provide deep technical analysis for available data sets (e.g. road geometry, navigable attributes, POIs, addressing data, GPS Probe points, etc.) and leverage this data spatially for maintenance in-depth and identify areas of opp
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