Verifying the identity of suspected persons is a recent trend in recent years. With the inefficiency of old methods of identifying criminals, such as (fingerprint and eye print), the modern trend has become to verify the identity of criminals using the face print. Various techniques and applications are used for artificial intelligence and machine learning. There are many countries that have entered this field, such as the United States - China - Singapore - Malaysia. Among the Arab countries, the United Arab Emirates and Morocco emerged. Although there are a number of challenges facing this technology, its success rates are exceeding high rates day after day, especially with the continuous development of relying on modern artificial intelligence technologies, which avoid the challenges and error factors that appeared in previous experiments. Among the study’s findings: Law enforcement agencies in many countries have also turned to AFRS (Automatic Facial Recognition System). The facial recognition system works by identifying about 80’nodal points’ and then stores these data. One of the advantages of digital facial fingerprint technology is that it increases the level of security for various institutions, is characterized by the ease of legal application and leads to precision in facial recognition, and with the passage of time the technology becomes more advanced.