This paper intends to demonstrate the importance of Artificial Intelligence (AI) implementation in the medical industry in the United States. It will start with a short introduction to AI technology. After a brief overview of the medical industry's background and statistics, this paper will explain the significance of AI implementation in medical supply chains. It will also briefly present how crucial role AI played in the production of COVID-19 vaccines and what would be vaccine delivery system improvements due to AI implementation.