The RareSim project aims at developing novel AI-based approaches to support physicians in their tasks of helping rare disease patient (in particular for diagnosis). Whilst these more than 7000 rare diseases each afflict less than 2000 people, it is estimated that for all these diseases together affect around 500’000 people in Switzerland.