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Earth Insights is an innovative Geospatial Intelligence solution that leverages cutting-edge technologies such as Artificial Intelligence & Machine Learning (AI&ML), Big Data Analytics, Cloud Computing, and other innovative tools. Earth Insights integrates and processes geospatial data from diverse sources through a seamless space-air-ground data infusion framework. a Geospatial Data Analytics Platform as a Service by gathering numerous information for analysis by adopting artificial intelligence (AI) and machine learning (ML) to discover connections and relationships between locations. This intelligence information is a crucial component that can facilitate users in understanding the situation based on the data from Remote Sensingearth observation satellites that equipped with sensors, including  such as Radar, Optical, Camera, multi-spectral, Hyperhyper-spectral Camera, Thermal Cameraand radar sensors. In addition to satellite data, Earth Insights integrates Unmanned Aerial Vehicles (UAVs) and ground-based sensors, such as weather stations and IoT devices, to enhance and complement the platform's analytical capabilities. including information obtained from the Unmanned Aerial Vehicle (UAV), mobile devices, Automatic Identification Systems (AIS) for maritime and weather stations. This is to address investigations and fundamental questions about what is happening on earth, where, when, and how this event occurred..  For example, analyzing high-resolution satellite images to detect changes in land used by comparing them with historical data, using Synthetic Radar Aperture (SAR) satellite data to detect the flood and land subsidence areas, and analyzing the UAV images to inspect the cell towers, and to detect and classify the types of vehicles to analyze economic activities. Additionally, there is another source of data from mobile phone locations that can be used to analyze the density, concentration, distribution, and travel patterns of the population.