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LLM for transforming the BFSI sector: Unlocking innovation and efficiency
A specialized fine-tuned LLAMA 3.1-8B Instruct model, which aims at addressing the distinct challenges in customer care within India's BFSI sector.
The initiatives include a facility for users to enable or disable transactions across any digital payment mode through issuer channels; a shared responsibility framework for limiting customer liability in digital fraud; and a Cyber Key Risk Indicators (KRI) framework for non-bank payment system operators. Other measures under consideration are electronic cheques, enhanced access to payment data and the feasibility of a central Payments Switching Service (PaSS). Collectively, these proposals reflect a strong emphasis on payment system resilience, which India must continue to build as digital transactions become even more pervasive and interconnected.
One of the most notable observations is the shift toward stronger user protection and shared accountability. It says the proposed shared responsibility framework could mark a structural evolution in consumer protection. It would distribute liability for unauthorized digital transactions more equitably between the remitter’s bank and the beneficiary’s bank or acquiring institution. This approach moves away from leaving the customer as the default risk bearer for fraud beyond their control. The focus on accountability and consumer trust is central to RBI’s Payments Vision 2028, reinforcing the idea that the next phase of India’s digital payments ecosystem will depend as much on reliability and safeguards as on speed and convenience.