AI infrastructure11 source institutions
A small language model on India’s financial data
Turning fragmented public financial information into intelligence that machines can use.
GF / CASE / 07
The problem
India’s financial information is distributed across institutions, formats and systems that were never designed to work together.
The insight
A useful financial model begins with a reliable information layer—not a bigger model.
What we built
A consolidated data architecture and small language model trained on information from RBI, NPCI, BBPS, Sahamati, SLBCs and more.
Deployment
A governed pipeline that continuously transforms disparate financial sources into AI-usable information.
Impact
Eleven critical information sources unified into one dependable intelligence layer.