Getting from R&D to high-volume manufacturing of new technology nodes is a complex process gated primarily by the ability to detect and correct defects. The methods used by the industry to perform defect inspection and review have remained relatively the same for decades. It is now time for a new approach—one that is optimized for the AI Era.