Background: Artificial intelligence is the wide diversifying core area from computer science having versatile applicability in pharmaceutical industries. Artificial intelligence is a stimulation of human intelligence processes by machines, especially computer system. In the past few years, the usage of Artificial intelligence has expanded into nearly every sector. Main Body: This review describes how Artificial intelligence is being used in the pharmaceutical industry. In this overview, the applications of Artificial intelligence are explored, including research and development, epidemic forecasting, better medicine adherence and dose, disease diagnostics, marketing, etc. Also discussing the various approach how such technology used extensively to manipulate and improve design of drug as well stage to stage progress in pharmaceuticals. Conclusion: As with the help of Artificial intelligence tools many hurdles are left from research and development to the manufacturing and dispensing of medicines. Research and development have lots of room for expansion in the realm of Artificial Intelligence. This brings both difficulties and optimism, as is the case with most technical advancements. Because of the usage of digital technology in today's data collection, the volume and dimension information will continue to grow substantially. This technology showing the excellent uses and approaches in pharmacy in current era and will be many more in future.