for this purpose, Artificial Intelligence (AI) techniques propose important contributions to knowledge model’s identification, service creation and the decision-making processes as support for the different Agri-Food’s applications. AI-innovations offers formal general algorithms for prediction, accuracy and performance evaluation as well as pattern classification that might solve knowledge issues in the agricultural domain such as the pest’s identifications and the correct treating methods. In addition, AI supports applications in farming technique development: land allocation regarding the targeted activity, irrigation process analysis and control robot guidance, etc.