Normally, financial institutions issue loans to customers aiming to recover the repayments within the scheduled time. However defaults, common with digital credit, cause them significant financial risks. Advancement in technology has created digital loan products. Unfortunately,in developing economies such as Kenya,the growth rate of such products has outpaced development of sound credit risk assessment systems. These factors, along with the limitations of conventional risk models, which are sta