Rutheniumn anocatalysisc an provide effective deuteration and tritiation of oxazole, imidazole, triazole and carbazole substructuresi nc omplex molecules using D 2 or T 2 gas as isotopic sources. Depending on the substructure considered,t his approach does not only represent as ignificant step forwardi np ractice, with notably higher isotope uptakes, abroader substrate scope and ahighersolventapplicability compared to existing procedures, buta lso the unique way to label importanth eterocyclesu sing hydrogen isotope exchange. In terms of applications,t he high incorporation of deuterium atoms, allows the synthesis of internal standards for LC-MS quantification. Moreover,t he efficacy of the catalyst permits, even under subatmospheric pressure of T 2 gas, the preparation of complex radiolabeled drugs owning high molara ctivities.F rom af undamental pointo fv iew,adetailed DFT-based mechanistics tudy identifyingu ndisclosed key intermediates, allowed ad eeperu nderstanding of CÀH (and NÀH) activation processes occurring at the surfaceo f metallicnanoclusters.Supporting information and the ORCID identification number(s) for the author(s) of this article can be found under: https://doi.org/10.