Being an image-based and data-rich speciality, the applications of artificial intelligence (AI) in Ophthalmology are abundant. To date, AI has been leveraged to predict, screen, monitor and treat ophthalmic conditions, whilst simultaneously demonstrating potential for improving service efficiency and patient flow. In this collection, we highlight various manuscripts covering artificial intelligence and machine learning, published in <em>Eye</em>.