Over the last decade, the application of artificial intelligence (AI) in the medical domain has manifested itself in exciting and tangible results. In particular, computer vision is now facing a radical and irreversible change in medical imaging and radiology. In 2017, a team from Europe's largest university clinic, the Charité, was founded to drive technological change in dentistry and to combine the art of machine learning, the elegance of software engineering, and the outstanding expertise in dental research. It aims to help dentists make the best possible diagnostic and treatment decisions for their patients. With the founding of the Charité startup dentalXrai in 2020, we offer a platform for recognizing pathologies and anatomical structures on dental and X-ray images and are now revolutionizing dentistry with the latest artificial intelligence technologies.