Analyzing the Intelligent System Composed of AI, IoT, and PCB: AI serves as the brain for decision-making, IoT functions as the nerves for connectivity, and PCB acts as the skeleton for physical support. This paper explores the technical challenges and development prospects of integrating these three elements, covering key issues such as edge computing, high-density integration, and power consumption balancing. It also envisions innovative applications in fields like industry and healthcare.