Artificial intelligence (AI) is a field within computer science focused on problem-solving through symbolic programming. It has significantly advanced into a discipline of problem-solving with extensive applications in business, healthcare, and engineering. A key application of AI is the creation of expert systems. With the rise of big data and AI, robots are increasingly becoming reliable partners for doctors, and many institutions are now utilizing robots alongside human oversight to perform tasks that were once handled by humans. The primary benefit of AI is its ability to shorten the time required for drug development, which consequently lowers the associated costs, improves returns on investment, and may even lead to reduced expenses for the end user. Numerous studies are being conducted to enhance the existing AI technologies to make the pharmacy profession more effective. This article provides a brief overview of the significance of AI in drug development and examines the various AI tools available to contemporary pharmacists to facilitate more efficient operations.