The Factory Acceptance Test (FAT) evaluates equipment during and after assembly to ensure compliance with design specifications, addressing any discrepancies before shipping. FAT is important for both manufacturers and buyers as it saves time and costs while ensuring equipment safety and functionality. The testing process includes verifying all important documentation and operational specifications, with varying levels of complexity based on system requirements.