We provide GIS-based research and spatial data analytics to support urban planning, disaster risk reduction, natural resource management, and private sector decision-making. CMDA-SL’s expertise in ArcGIS, QGIS, and other geospatial tools enables clients to leverage location-based insights for better planning and service delivery.