Copper-mediated radiofluorination (CMRF) of organoboronic precursors is the method of choice for late-stage radiofluorination of aromatic compounds as positron emission tomography (PET) radiotracers. However, CMRF generally requires harsh reaction conditions, a large amount of substrates, and harsh solvents (e.g., DMA) to proceed, affording variable radiochemical yields (RCYs). Using [ 18 F]tosyl fluoride as the source of [ 18 F]fluoride, we have found a highly efficient CMRF of organoboronic precursors, assisted by a directing group (DG) at the ortho position. The reaction can be carried out under mild conditions (even at room temperature) in acetonitrile and results in high RCYs, providing a novel strategy for the radiofluorination of aromatic compounds. The exploration of this strategy also provided more information about side reactions in CMRF. Using this strategy, [ 18 F]olaparib has been radiosynthesized in high RCYs, with high molar activity and high chemical and radiochemical purities, demonstrating the great potential of DG-assisted CMRF in the preparation of 18 F-labeled PET radiotracers.