In-depth analyses on sovereign AI architecture, data residency, federation strategy, and agentic AI — for CDOs, CTOs, CISOs, and enterprise architects in regulated industries.
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Public Sector Banks must adopt agentic AI at scale while production PII stays inside Indian jurisdiction and under the bank's effective control. This reference architecture keeps applications, customer data and the PII boundary entirely on-premises, using cloud GPU inference only on de-identified token payloads — so original PII never leaves the bank.
Regional Rural Banks serve over 40 crore customers across 22,000+ branches, and consolidation under “One State, One RRB” has left them managing roughly 31.33 crore deposit and 3.03 crore loan accounts on fragmented, pre-merger systems. This paper sets out a unified intelligence layer that connects those systems rather than replacing them.
Real-time payment rails have made fraudulent transfers irreversible — a mule account moves stolen funds before periodic monitoring can catch them. This paper, written for CXOs and the risk committee, makes the case for a bank-owned prevention layer that can hold a suspect payment on the bank's own rails for an accountable human decision, before the funds leave.