The book progresses systematically, beginning with core concepts like sensor fusion and collision avoidance, then delves into specific AI applications such as computer vision and machine learning. It provides a data-driven analysis using real-world case studies to assess autonomous ship performance. A unique aspect is its focus on the practical challenges of integrating AI into the maritime ecosystem, including human factors and cybersecurity, presenting a balanced perspective on the benefits and risks of AI in shipping.