On this episode of the NDE 4.0 Podcast, we interview Dr. Ripi Singh, PhD, a prominent thought leader and business consultant focused on Industry 4.0. In this informative conversation, Ripi discusses the importance of building a digital transformation framework for the business before moving forward with various NDE 4.0 technologies. He also discusses the future of the inspections industry with regard to AI, machine learning, and digital twins.