Single-axis gimbal mounted propulsion systems for aircraft are advanced technologies that provide dynamic control over the direction of thrust, independent of the aircraft's orientation. By utilizing a gimbal mechanism, actuators, and a sophisticated control system, these systems enable precise adjustments to the engine's orientation and thrust vector direction. This capability enhances maneuverability, enables vertical take-off and landing, facilitates hovering, and allows for advanced aerial maneuvers. The decoupling of the thrust vector from the aircraft's orientation offers significant advantages in military applications, search and rescue operations, and civilian sectors such as urban air mobility and aerial surveying. However, the development and implementation of these systems come with engineering challenges, control system complexity, weight considerations, and certification requirements. Artificial intelligence plays a crucial role in optimizing performance, enabling adaptive control, processing sensor data, and enhancing decision-making capabilities. Overall, single-axis gimbal mounted propulsion systems have the potential to revolutionize aircraft capabilities and pave the way for innovative advancements in aviation.