Emerging technologies in robotic-assisted intubation and artificial intelligence anatomical recognition are revolutionizing airway management in emergency and anesthetic care. Advanced flexible endoscopic robotic systems integrated with AI algorithms enhance precision and reduce procedural risks by providing real-time feedback and accurate identification of critical airway structures. Despite developmental and ethical challenges, these innovations promise improved patient outcomes by minimizing trauma and variability in tracheal intubation, as detailed in a recent comprehensive narrative review published in BioMedical Engineering OnLine.