The active site of an enzyme is the region where substrate molecules bind and undergo a chemical reaction. The amino acid residues in the active site are crucial because they directly interact with the substrate, lower the activation energy, and stabilize transition states. The specificity and efficiency of an enzyme largely depend on the precise arrangement of these residues.