Automating decision-making processes through algorithms (i.e., artificial intelligence) and potentially rendering them fully autonomous, has become a topic of discussion not only in the private sector but also in public administrations. In recent years, instances of administrative process automation and algorithmic autonomy have been observed worldwide. This study aims to summarize the technological aspects and the inherent nature of automating or making administrative acts autonomous through algorithmic processes. Subsequently, it examines the implications of such methods within the framework of Turkish administrative law. The study delves into the legal ramifications of various algorithm types used in the compilation of administrative acts, critically assessing the distinct legal consequences. Special consideration is given to the challenges posed by machine learning- based algorithms, particularly in relation to the duty to give reason (i.e., the principle of justifying the act). Finally, the discussion explores the disparity between the concepts of automation or algorithmic autonomy of acts and the notification thereof through digital means.