Artificial intelligence use in pharmaceutical technology has increased over the years, and the use of technology can save time and money while providing a better understanding of the relationships between different formulations and processes parameters, Artificial intelligence is a branch of the computer science that deals with the problem-solving by the aid of symbolized programming. It has greatly evolved in to a science of problems- solving with the hag applications in business, health care, and engineering. The article is describes the drugs discovery tools of Al, manufacturing execution system automated control processes systems Al to predict new treatment development of novel peptides from natural foods, treatment and management of rare diseases, ding adherence und dosage challenges to adoption of Al in pharma.