This talk explores how cutting-edge XR and ML technologies are transforming high-stakes training for emergency response and industrial operations. Through a blend of real-world tools and virtual scenarios, we will discuss how mixed reality and real-time object detection unlock new levels of realism, adaptability, and performance insight. Learn how training can now happen anywhere, react dynamically to user decisions, and generate powerful data driven feedback, while feeling more real than ever before.