Human error and delayed reaction times during lane changes or emergency vehicle encounters lead to collisions. Automating these decisions reduces accident rates and improves traffic flow efficiency.

Standard vehicle actuation fails to maintain safe trajectories in highly confined or constrained environments like car washes and narrow passages. Solving this prevents structural damage and operational stalls in high-precision scenarios.

Automated systems often fail to account for vertical oscillations and surface irregularities that compromise vehicle control. Addressing this prevents loss of traction and structural stress during autonomous maneuvers.