The enzyme-substrate complex is a temporary molecular structure formed when an enzyme binds to its specific substrate, facilitating the biochemical reaction. This complex is crucial in enzyme catalysis, as it lowers the activation energy required for the reaction to proceed, allowing for faster reaction rates. Understanding this interaction helps explain the principles behind Michaelis-Menten kinetics, which describe how reaction rates vary with substrate concentration.