Michael Kallfelz, Director, Medical Oncologies, Odysseus Data Services led a workshop that discussed the importance of the entirety of the medical terminologies made available to the OHDSI community, which build the second pillar next to the OMOP common data model. The session looked at challenges users have been facing in using vocabularies, and the role of the vocabulary engine room.