EngineersInsightsGIS The Spatial Edge: How GIS Enables Culture Shifts from Reactive To Proactive by Ryan Kmetz, Energy Program Manager, Maryland Energy Administration October 5, 2024 by Ryan Kmetz, Energy Program Manager, Maryland Energy Administration October 5, 2024 Geographic Information Systems (GIS) and Data Science are not just tools, but empowering resources in engineering and construction. They offer robust spatial data analysis and real-time visualization, enabling organizations to…