Inconsistent vehicle dynamics and unpredictable environmental factors lead to hazardous transitions between automated and manual control. Addressing this prevents system disengagement failures and catastrophic loss of vehicle stability.

Low user engagement with digital offers and functions due to poor contextual timing. Reducing cognitive load and interaction friction increases system utility and safety.

Vehicle occupants often lack clarity regarding the autonomous system's perception and intended maneuvers. Providing proactive visualization and messaging mitigates cognitive disconnect and mistrust during automated transitions.