•The specificity of a glutaminase subunit for synthase has been inverted•The switch was achieved by both computational and data-driven approach•The designed complexes were stable catalytically active The formation specific protein in cell is non-trivial problem given the co-existence thousands different polypeptide chains. A particularly difficult case are two glutamine amidotransferase (anthra...