FastCompChem develops technologies that enable simulations with precise methods ab initio of quantum mechanics. These algorithms can also be used to train databases for artificial intelligence and machine learning, providing new molecular descriptors for use in SAR studies. Fastcompchem is revolutionizing the research process associated with the