A maze-solving robot is designed to find its way out of a maze using sensors and algorithms. It detects walls or paths with tools like ultrasonic, infrared, or camera sensors, then processes the data using logic such as the wall follower or flood fill algorithm. The goal is to identify the fastest and most efficient route, allowing the robot to navigate the maze independently without human control.