Digital forensics is a multidisciplinary effort that embraces several fields, including law, computer science, finance, networking, data mining, and criminal justice. Professionals are facing a mixed set of challenges and issues regarding the efficiency of digital evidence processing and related forensic procedures. Recent innovations are digital forensic tools powered by AI and encompassing ML and NLP smart algorithms to create an automated process of collecting and analyzing vast amounts of web data.