iThermo uses a smart phone fitted with thermal and 3D laser cameras. The AI application processes and analyzes the images from the smartphone camera (which captures facial features) and maps them to images from the thermal camera (which measures temperature) as well as the laser camera (which measures distance). The Smart Health solution utilizing AI is able to recognize human facial features from thermal images to measure the forehead temperature, including individuals wearing spectacles, surgical masks, hats and other headgear, even when they are walking. The solution can carry out this function for up to 5000 persons in a day. The AI solution can also provide status reports and real-time updates via the dashboard with rate of traffic and how many febrile persons were identified. The dashboard can be connected to multiple cameras at different locations, and enable remote monitoring of the status at different sites.