Every strong innovation ecosystem visited during the UTS research project runs dedicated translation centres. When practitioners across fourteen European and Nordic ecosystems were asked how AI actually reaches ordinary companies, they pointed to these centres rather than universities or government programs. Drawing on Fraunhofer, DFKI, Brainport, VTT and the Cambridge IfM, this working paper asks what translation centres do, why the strongest look alike, and what their absen