The use of innovative technologies like Artificial Intelligence (AI) has been invaluable in a lot of the research being carried out during the Coronavirus pandemic. Algorithms which examine the relationships between disease and existing drugs can crunch data quickly. Drug re-purposing is a huge opportunity aided by AI; collaborative work is also aiding research. We do not need to want for old fashioned serendipity.