Structure Activity Relationship (SAR) analysis lies at the heart of modern medicinal chemistry and plays a critical role in designing, optimizing, and understanding small-molecule enzyme inhibitors. Enzymes are essential biological catalysts involved in metabolic regulation, signal transduction, replication, and innumerable cellular processes.