AI Resilience Report forNon-Destructive Testing Specialists

If you're thinking about a career in Non-Destructive Testing (NDT), here's some reassuring news: the industry is definitely being reshaped by AI, but leaders in the field describe the change as augmentation, not replacement. In a recent interview, the ASNT president explained that the role of AI or machine learning in NDT will not be to replace the human being, it will be to augment the human being and to make them more efficient and productive, largely because NDT, like all skilled trades, continues to see diminishing numbers of available workers coming into the labor market each and every year. In practice, that means AI is showing up in the paperwork and pattern-spotting parts of the job.

The July 2026 issue of Materials Evaluation highlights advanced data analytics and automated data fusion accelerating the transition from manual inspection toward intelligent continuous monitoring and predictive maintenance. In aerospace, AI-powered NDT systems can analyze large volumes of inspection data, identify patterns, and detect anomalies that may be difficult to identify through manual inspection processes, with key applications including automated defect recognition and image analysis. Robotic and vision-based inspection are also spreading — American Welding Society's Inspection Trends notes that blind automation is no longer enough, and intelligence embedded directly into robots and inspection systems is becoming essential.

Hands-on tasks like liquid penetrant testing and supervising trainees still rely on human judgment.

Adoption is moving quickly on the software side and more slowly on the field side. The U.S. Bureau of Labor Statistics ^[1] projects that AI is boosting demand for data-heavy roles rather than eliminating skilled technical jobs. Money is flowing in, too: the global non-destructive testing market size was valued at USD 4.26 billion in 2025 and is projected to reach USD 8.13 billion by the end of 2036, rising at a CAGR of 6.1%, and the aerospace NDT segment alone is expected to nearly double by 2032 ^[2].

The biggest push comes from a talent shortage — ASNT's Vision 2035 is specifically focused on strengthening the NDT workforce through training, certification, community building, and global engagement of the NDT industry as a whole. What slows adoption is that NDT protects lives: certified human inspectors are still legally required to sign off on safety-critical welds, pipelines, and aircraft parts, and ASNT admits the industry as a whole has been somewhat slow to react to new tech. For young people entering the field, that's a hopeful mix — AI will handle repetitive reports and image screening, while your certifications, judgment, and hands-on skills remain the trusted final word.