Radiotherapy has been an early adopter of AI technologies, due to the common interests of computer vision and radiotherapy image processing. In this talk, I will review the progress made in computational image analysis that led us to our current state of utilisation of AI in radiotherapy, and consider future applications, both in clinical radiotherapy and in discovery fields.