RBI's Swaminathan cautions NBFCs on poor data, unsecured loans

"While automation can enhance efficiency and scalability, NBFCs should not allow themselves to be blinded by these models. It is crucial to recognise that rule-based credit engines are only as effective as the data and criteria upon which they are built. Over-reliance on historical data or algorithms may lead to oversights or inaccuracies in credit assessment, particularly in dynamic or evolving market conditions," Swaminathan said.