Complex mechanical components machined with zero defects are an essential condition in precision manufacturing and it becomes a new challenge for the next generation intelligent machining systems. Improved precision and accuracy of machines, processes and components offers substantial benefits to a wide range of applications from ultra-precision to mass customization with higher quality and better reliability. Within this context, this paper identifies critical problems that limit the performance of the machining system and address them by advancing novel solutions.