Artificial Intelligence (AI) is quickly changing clinical pharmacy by making drugs safer, making sure patients take their medications as prescribed, and putting the patient at the center of treatment. This research examines the use of AI in clinical pharmacy and its capacity to transform pharmacy practices by enhancing patient outcomes. It talks about new AI-based ways to make drugs safer, such using predictive analytics to find and stop bad drug events and improvements in pharmacovigilance. The article also talks about how AI may help people stick to their medications by using individualized methods, reminders, and digital tools. It stresses how important it is to improve patient compliance for better therapeutic results. This article looks at how AI may be used in patient-centered care, with an emphasis on customized medicine, clinical decision support, and AI-powered tools for patient engagement that make counseling and monitoring patients better. Although there are many potential advantages, there are also problems that need to be solved before AI can be used in clinical pharmacy. These problems include legal, ethical, and technical issues. Finally, the study gives suggestions for how AI should be used in clinical pharmacy in the future. It stresses the need of having clear rules, ethical norms, and technical improvements to make sure that AI is used safely, effectively, and fairly.