Towards the goal of accelerator-based 225Ac production from proton and nitrogen irradiated natural thorium targets, this work hereby presents a self-designed preparation system that allows for continuous operation with improved multi-column ion-exchange method. The system with advantageous features validated the feasibility of the automatic separation and purification of actinium from hundreds of impurity nuclides. Through automated experiments with multiple targets, the recovery yield and the radionuclide purity of final 225Ac products was stabilized to be around 63 % and 92 % ∼ 96 %, respectively. The total content of stable impurities is measured to be less than 2.4 μg in the final actinium product. The radioactivity levels of 226Ac and 227Ac in the product are evaluated over time. Based on the results of evaluation, the optimal time to start separation is determined to be around the 10th day after the end of bombardment. Additionally, the 225Ac-PSMA-617 compound was synthesized with the 225Ac product that meets the requirement of nuclear medicine.