Healthcare system is overloaded with chronic and elderly patients. It causes long waiting lists and are not getting care in time. Which leads to high expenses from patient himself, government and insurance companies, that could be avoided. We are built AI solution for automated processing of retinal images to reveal such conditions as diabetic retinopathy. It allows to increase the capacity of the healthcare system and provide patients with qualified diagnosis out of the hospitals.