Machine learning based credit event modelling for the credit and structured credit markets. Cardinal Analytics Risk Information (CARI) identifies companies most at risk of a credit event (default, rating downgrade and rating upgrade), aiding the research, screening and validation for such catalysts. CARI's dashboard is intuitive to use and shows the key fundamental variables for each company driving the model - allowing the analyst to not only uncover those most likely to experience a credit event, but drill down and understand why companies are being flagged as at risk. Our "Quant as a Service" product implements our advanced machine learning algorithms into automated trading models for either Long/Short corporate bond or Long/Short CDX and iTraxx at either the index or tranche level. Have fully automated machine learning based models out of the box and ready to be deployed in minutes. Please contact us at sales@cardinalanalytics.co to set up your trial of CARI.