Margaret (previously named Thales) is an artificial intelligence platform 100% oriented to the entire agri-food value chain. At the farm level, Margaret allows the farmer to integrate multiple IoT devices from the same or different vendors into one solution, after data standarization. By combining IoT devices, information from the farm operations and AI, growers can easily identify the pest or disease and therefore can get the list of authorized plant protection product suggestions without any classification or product recommendation from a specific crop protection company.  This is among many other capabilities, such as harvest prediction or the integration of different market information sources.