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The current scarcity and forecasted shortage of skilled healthcare workers lead to more and more problems in experience-based tasks, such as endoscopy. aiE combines artificial intelligence with robotic endoscopy to enable assistive or even autonomous maneuvering. Intelligent endoscopes (Endoscope Market > $30bn) support clinicians in skill-based tasks, optimize patient benefit and allow less experienced personnel to perform complicated procedures. Our first application is in airway management (market: $1,7bn). We develop intuBot – an assistive device for easier and safer tracheal intubation. intuBot will disrupt the market, saving lives in the out-of-hospital setting and reducing the dependency on the anesthesiology department in hospitals.