AI holds tremendous promise for application in medicine, and over the last year many applications have been made for COVID prediction systems. However, few of these applications have been deployed in the clinical setup. This talk will review the ways in which AI has been applied to COVID-19 diagnosis and treatment, what we have learnt and promising future opportunities for investment.