Audace Nakeshimana, the founder of Insightiv, a Rwandan startup, demonstrates how Artificial Intelligence algorithms can be used in automated detection of Covid-19 from medical images. A renewed industrial strategy in Rwanda should form the basis of a broader innovation-led and technology-powered recovery.