AI infrastructure11 source institutions
A small language model on India’s financial data
Turning fragmented public financial information into intelligence that machines can use.
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.