This paper analyzes the productivity challenges as well as the production-related technological investments in the U.S. manufacturing sector in order to create a rich framework for productivity-enhancing policy making. It offers an industry-based analysis of the evolution of manufacturing productivity performance and subsequently presents original, survey-generated data on automation investment. Productivity performance drivers are statistically identified and a discussion of the still poorly understood relationship between automation and productivity is offered.