The history of human progress runs parallel with a constant pursuit of augmenting and expanding innate human capacities. For centuries, this quest has included the aspiration of creating artificial intelligent assistants, either embodied in physical objects or existing as mere software elements whose achievements have both advanced and challenged our perception of the notion of intelligence. Artificial Intelligence (AI) technologies are no longer distant, detached research efforts but have become part of our everyday objects and experiences. They are contributing to shape our professional, social, and personal environments, cultivating the technology-enabled collective intelligence. Through this chapter, we aim to explore the structure of technologies and product categories that constitute the ever dynamic and thriving AI landscape and their impacts in technician engagement through enhanced collaborative competencies. Specifically, AI technologies contributed to shape trends related to NDE competencies such as: As we will explore in Chap. 63, “Training and Workforce Reorientation,” on this Handbook, NDE 4.0 will imply a profound reorientation of training and certification efforts, not only for NDE professionals but also for AI assistants with increasingly capable NDE competencies. It will also shape normalization efforts to guide an ordered and natural assimilation of those technologies. Four pillars to successful integration and industry trust can support a globalized consistent adoption. These four pillars include: Additionally, we aim to provide valuable connections to supplementary resources that may contribute to the knowledge of NDE professionals around the world for the use of AI technologies to expand their pursuits for professional and personal development with increased confidence.