The Medical University of Vienna (Benedikt Sagl, project leader), GAMMA Dental (Christian Slavicek and Thomas Haberl, industrial partners) and VieSID (Cinzia Fornai, scientific partner) have teamed up to develop the groundwork for powering the functional analysis of the jaw kinematics by AI-supported evaluation of the condylography data. Through this endeavor, we aim at laying the foundation for technological advancements allowing for reduced condylographic evaluation time and inhenced tracings interpretation. The “TemporoMandibular Disorders – Training of neural networks and Research for Advanced Classification and Explanation of mandibular kinematics” project was selected for funding by the Austrian Research Promotion Agency (FFG).