Artificial intelligence (AI) transforms material testing and performance forecasting by integrating advanced algorithms with traditional engineering methods. This convergence enables precise predictions, reduces failure risks and accelerates innovation across the aerospace, construction and energy industries. The Role of AI in Material Testing AI enhances material testing by analyzing vast datasets to detect patterns that are imperceptible to humans. For instance, machine learning (ML) models evaluate how