Almost every industry has witnessed an exponential increase in the volume of data and the velocity of change in data, facilitated by a tremendous increase in computation power.

Traditional marketing has been focussing on the volume of the customer base. Over time, firms have realised that every customer is not equally valuable for the firm.

Quantifying, predicting and managing risks is most critical to ensure a healthy P&L and solvency for lending and insurance businesses.