The search for new medicinal molecules with predetermined properties is a complex, expensive and time-consuming process, especially in oncology. Modern science allows us to accelerate this search through the use of computer technology and the introduction of automated processes. In the development of biologically active molecules, there are two basic concepts—a medicinal molecule and a therapeutic target.