
NDT in the Era of NDE 4.0: AI-Driven Risk-Based Inspection and Predictive Integrity
The evolution of Non-Destructive Evaluation (NDE) toward NDE 4.0 reflects the broader digital transformation of industrial inspections. Unlike Non-Destructive Testing (NDT), which focuses on specific inspection techniques to detect and measure defects, NDE is a more comprehensive discipline that integrates data collection, analysis, connectivity, and predictive modeling. NDE 4.0 emphasizes advanced sensors, automation, AI, and cloud-based platforms to transform inspection from a largely manual activity into a predictive, data-driven process. Artificial Intelligence (AI) and Machine Learning (ML) enhance Risk-Based Inspection
