Reaction path modeling is a computational technique used to understand the sequence of steps in a chemical reaction, providing insights into the transition states and energy barriers involved. It is crucial for predicting reaction outcomes, optimizing reaction conditions, and designing new chemical processes with improved efficiency and selectivity.