A startup based in Ireland expects to discover five new healthcare ingredients by 2021 using artificial intelligence.

Nuritas, headquartered in Dublin, has already proven it's up to the task. The startup used AI to discover an ingredient to help treat inflammation which is expected to reach sports nutrition products by the end of 2019.

The debut ingredient was discovered as part of a collaboration with BASF, a German chemical giant. Whereas the standard to discover a new...