CIRMS, the xQuant Credit Investment Research Management System, realizes the integration of credit research and investment trade, synchronizes the credit research views, conclusions and reports with traders/investment managers. It connects platforms like information, public opinion, investment and risk control, analyzes internal and external data, establishes multidimensional panoramic view, provides templated channels of credit views, realizes all-round investigation. Through AI semantic recognition, helps investment managers combine market quotation, data with bond pool, transaction order approval to realize the management; uses ML to screening individual and portfolio bonds, multidimensional evaluate the same scenario of bonds.