Pipeline installations are often plagued by challenges such as design deviations and unexpected clashes during assembly, leading to costly corrections and project delays. Conventional quality control measures are usually implemented after fabrication, missing the opportunity for early error detection. This situation underscores the urgent need for integrated methods that provide continuous, real-time quality control throughout the entire assembly process.