This short talk will introduce Exzyme, the system for computational metabolism that I am developing. Specifically, I will discuss the types of questions that it is designed to answer, and the challenges encountered in developing such a system. I will discuss applications in domains of predictive toxicology, reconstruction of endogenous metabolism, and biotechnology.