This study provides a complete review of ATV engineering, incorporating static strength, dynamic behavior, and fatigue resistance assessments to improve component performance under a variety of loading scenarios. As ATVs are used in harsh and diverse environments, maintaining their structural integrity, functionality, and durability requires a multipronged strategy. The goal is to integrate these crucial elements of ATV engineering in order to offer a comprehensive understanding of vehicle behavior and to maximize design choices. The ATV’s structural capability is first assessed using static strength analysis, which concentrates on the durability of important parts such the chassis and suspension system. Dynamic behavior analysis comes next, in which sophisticated finite element methods are used to predict how the ATV will react to momentary stresses, vibrations, and impact stressors. The dynamic study sheds light on the vehicle’s handling and stability qualities in everyday driving situations. Fatigue resistance is assessed by modeling numerous loading cycles that mimic off-road situations and use patterns in order to complete the comprehensive evaluation.