During the length of a financial contract such as a loan or a lease, a customer is expected to make per-decided frequent payments to the finance company. Late payments or no payments count as losses towards the finance company. A machine learning based solution developed by CACTuS forecasts customer payment behaviour, helping the finance company per-adjust and also suggests an optimal strategy to follow to ensure that customer makes payments on time.