After nearly 40 years of standardised sleep scoring, sleep medicine is still confronted with a lack of objectivity and continuity in polysomnography-based findings. Physicians and technicians spend valuable hours on the scoring of sleep profiles and thus limit the laboratory's capacity. Innovative solutions have been long-awaited to keep pace with demands on sleep diagnosis in the 21 st Century