Accelerators (cyclotrons) are increasingly in demand for medical applications, such as radiopharmaceuticals, and other practical uses. Modern design techniques now enable the development of more compact, cost-effective, and scalable cyclotrons. This presentation explores how cutting-edge technologies, including virtual prototyping, artificial intelligence (AI), and machine learning (ML), are facilitating the creation of next-generation particle accelerators.