Big data and machine learning have the potential to substantially improve existing risk management. This is the conclusion from a pilot project by E.ON SE in their CFO program "Digital@Finance", using the intelligent text analysis tool Global Risk Radar from Horváth & Partners' Steering Lab. Currently the Group Risk Management department at the energy supplier is testing the specific use scenarios for employing this instrument in Credit Risk Management.