4 papers · 1 filter
IndicBankBench: Evaluating Safety and Reliability of Language Model Assistants in Indian Retail Banking
Suvradip Paul, Chandra Bhushan, Harsh Sharma +4
Banking assistants must use account-specific information to answer requests and, in many cases, take actions through tools. Evaluating only the final response misses important erro…
FiMI Banking: A Sovereign Model for Indian Retail Banking
NPCI AI Research Team, Aman Kumar, Asit Desai +15
Banks need conversational systems that can answer product questions, assist customers with account-related requests, and operate safely within strict operational and regulatory con…
A Formal Hierarchical Architecture for Agentic Orchestration with Stack-Based Execution and Lazy Discovery
Prashant Devadiga, Abhishek, Adithya Mishra +9
The rapid expansion of capabilities in Large Language Model (LLM) agents has exposed a critical architectural bottleneck: when agents are given access to a flat, monolithic registr…
FiMI: A Domain-Specific Language Model for Indian Finance Ecosystem
Aboli Kathar, Aman Kumar, Anusha Kamath +37
We present FiMI (Finance Model for India), a domain-specialized financial language model developed by National Payments Corporation of India (NPCI) for Indian digital payment syste…