The Arabic language is one of the oldest and richest languages in the world. However, the application of Artificial Intelligence (AI) in the digitization of this language faces unique challenges, particularly in the fields of syntax and morphology. This study addresses the problems faced by AI applications in processing and analyzing Arabic syntax and morphology, focusing on the technical and linguistic challenges that hinder the full success of these applications.