RBI's Warning To NBFCs: Avoid Algorithm-Based Credit

RBI's Warning To NBFCs: Avoid Algorithm-Based Credit

Addressing a conference of heads of assurance of NBFCs held in Mumbai, Swaminathan J, Deputy Governor, RBI said that many NBFCs are increasingly turning to rule-based credit engines to accelerate the growth of their lending portfolios.

ANIUpdated: Friday, May 17, 2024, 09:08 AM IST
article-image
Image: PTI (Representative)

The Reserve Bank of India (RBI) on Thursday warned non-banking finance companies (NBFCs) against certain systemic risk, complexity and interconnectedness.

Addressing a conference of heads of assurance of NBFCs held in Mumbai, Swaminathan J, Deputy Governor, RBI said that many NBFCs are increasingly turning to rule-based credit engines to accelerate the growth of their lending portfolios. He added with concern that while automation can enhance efficiency and scalability, NBFCs should not allow themselves to be blinded by these models.

Overreliance on historical data or algorithms may lead to oversights or inaccuracies in credit assessment, particularly in dynamic or evolving market conditions. Therefore, NBFCs must maintain a clear-eyed perspective on their capabilities and limitations, supplemented by continuous monitoring and validation of credit scoring models, he added.

The RBI stressed the need to invest in Early Warning Systems, Stress Testing capabilities and Vulnerability Assessments, Monitoring of Cyber Key Risk Indicators.

The RBI stressed the need to invest in Early Warning Systems, Stress Testing capabilities and Vulnerability Assessments, Monitoring of Cyber Key Risk Indicators. | PTI

Liquidity Risk in the Horizon?

He highlighted the liquidity risk arising from the concentration of funding sources and maturity mismatches, adding that overreliance on a few funding sources can worsen liquidity risks for NBFCs, especially during market stress. Maturity mismatches between assets and liabilities can also increase funding squeezes. Diversification and prudent liquidity management are crucial, he added.

The RBI stressed the need to invest in Early Warning Systems, Stress Testing capabilities and Vulnerability Assessments, Monitoring of Cyber Key Risk Indicators.

"Customer protection is one of the core elements of policy making at RBI. Given the service-oriented nature of the financial services industry, safeguarding the interests of customers should rank foremost among the priorities of our regulated entities as well, he added during the conference of heads of assurance of NBFCs. 

RECENT STORIES

India’s Festive Season To Create Over 2.16 Lakh Jobs In H2 2025, Driven B Retail, E-commerce And...

India’s Festive Season To Create Over 2.16 Lakh Jobs In H2 2025, Driven B Retail, E-commerce And...

Gold Drops ₹500 Amid Stockist Selling, Silver Falls ₹1,000 Despite Global Gains

Gold Drops ₹500 Amid Stockist Selling, Silver Falls ₹1,000 Despite Global Gains

Tech Mahindra Q1 FY26 Net Profit Rises 33.9% To ₹1,140.6 Crore; Revenue Grows Marginally To...

Tech Mahindra Q1 FY26 Net Profit Rises 33.9% To ₹1,140.6 Crore; Revenue Grows Marginally To...

Govt Approves ₹20,000 Crore Investment Power For NTPC To Add 60 GW Green Energy By 2032

Govt Approves ₹20,000 Crore Investment Power For NTPC To Add 60 GW Green Energy By 2032

Telecom Operator MTNL Defaults On ₹8,585 Crore Loans to 7 PSU Banks

Telecom Operator MTNL Defaults On ₹8,585 Crore Loans to 7 PSU Banks