This video showcases the use of the Auto-Modeller to construct a QSAR model for target affinity based on measured data. The resulting model is then utilized to aid in the creation of a new compound, using probabilistic scoring to balance potency and ADME properties. Additionally, the Glowing Molecule tool is employed to modify an existing compound and enhance its overall properties.