Precursor molecules are the initial substances in a biochemical pathway that undergo chemical changes to form more complex molecules. They play a crucial role in biosynthesis, metabolism, and the regulation of biological processes by serving as the starting material for the synthesis of essential compounds like proteins, nucleic acids, and lipids.