The Geek Squad Advanced Repair Agent is responsible for identifying and providing technology-related solutions to meet customer needs, ensuring that every customer receives the necessary support. This role involves diagnosing technology issues, creating a supportive environment, and leveraging technical skills to enhance customer interactions.