Though AI hype dominates headlines, a collaboration between Norfolk Southern and Georgia Tech reveals how AI-powered inspection systems are identifying critical flaws that human inspectors and traditional methods would likely miss while demonstrating why this technology is becoming essential for manufacturers seeking zero-defect production and operational safety.