Summary of this article
RBI seeks bank feedback on AI fraud detection tools
Banks raise cost, infrastructure and integration challenges concerns
Privacy, data protection compliance emerge as key implementation hurdles
The Reserve Bank of India (RBI) has sought feedback from banks on possible use of artificial intelligence (AI)-based facial recognition systems for ATMs, branches and other banking outlets, especially in areas identified as hotspots for fraud. This is part of the RBI’s wider efforts to boost fraud prevention by introducing an additional layer of security in customer verification. People familiar with the development have said that the RBI is weighing on both the benefits and the operational feasibility of such systems before taking a final call on the matter.
Focus on High-Risk Locations
The proposed technology has the potential to provide real-time identification of customers and help identify suspicious transactions. By presenting facial recognition or other forms of AI, banks might be able to spot attempts at banking fraud faster and block them from taking place beforehand.
Officials have said that the implementation would be extended among both public and private sector banks if an order is passed.
Operational and Cost Issues
The adoption of such systems will require huge upgrade in infrastructure, including installation of more cameras at ATMs and branches, improved processing capabilities, and integration with existing systems, such as core banking platforms and ATM networks.
Compatibility with payment systems run by the National Payments Corporation of India (NPCI) would also have to be ensured. These requirements could add to costs, particularly for smaller banks who may not have the technological base yet to meet them.
Privacy and Regulatory Questions
Apart from the issue of operation, banks have raised concerns regarding customer privacy and data protection. Officials have cited the need for alignment with the Digital Personal Data Protection Act, 2023 to ensure customer data is handled with adherence to legal provisions.
There are also questions on whether such systems would require integration with Aadhaar-based authentication, which may require coordination with the Unique Identification Authority of India (UIDAI). Banks said it would need to be reviewed in detail before any large-scale rollout.
Parallel Push on Customer Protection
The consultation on AI tools is in the wake of recent draft guidelines from RBI on protection of customers in electronic banking transactions. These guidelines, which are expected to come into effect from July 1, 2026, aim to provide compensation to those people affected by fraudulent transactions.
Under the draft, a genuine victim reporting a fraud involving losses up to Rs 50,000 may receive compensation of 85 per cent of the net loss or Rs 25,000, whichever is lower, once in a lifetime.
The RBI is will likely take a call on AI-based fraud prevention measures after receiving feedback from banks as well as the readiness of the system.
