Cyclope.ai is an innovative French high-tech company that designs, develops and markets software solutions dedicated to private and public road infrastructures operators and traffic managers, thanks to its cutting-edge expertise in Computer Vision and Deep Learning. Cyclope has developed so far 4 flagship products: Tollsense automates the classification of vehicles at toll plazas and is currently processing all the tolling class verification for the VINCI Autoroutes network: 140 M transactions so far, target of over 500 M in 2020. Tunnelwatch is an intelligent Automatic Incident Detection (AID) solution for tunnels, evaluated by internationally recognized engineering firms (Lombardi, CETU) and implemented on the Toulon Tunnel from Summer 2019 on. The two other products are a Car-Pooling Detection system and a back-office Free-Flow solution. Cyclope thinks the development of technologies adapted to the surge of the autonomous vehicles are key and, as such, is participating to SAM (Safety and Acceptability of Driving and Autonomous Mobility) consortium. Within this framework, Cyclope develops an algortihm that will send qualified informations on the traffic (position, speed) or on the incidents (stopped cars, accidents) directly to the vehicles, enabling them to extend their perception and their autonomy. Our geographical scope is worldwide and we are currently implementing our solutions in 3 continents.