More and more companies are relying on business models with recurring payments in the form of subscriptions, instalment payments and the like. Defaults and/or delays in these payment flows often represent a considerable economic risk for the respective provider. Artificial intelligence (AI) has also found its way into the financial sector. FERNBACH has used AI to develop a solution that can be used to forecast the future payment behaviour of customers in arrears.