Product quality is vital to customer satisfaction. Quality inspections in the Industry 4.0 paradigm present challenges. But, inspections in high volume manufacturing present unique challenges. In this talk, we will discuss the various issues with high-speed inspection how non-contact metrology can be utilized to overcome these challenges.<br />