Sarvam to ElevenLabs: How AI is entering Indian banking and fintech
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I dialed up the bank today. Not a real bank but it was a call to an AI system which knew my contact from the bank’s database, verified my identity by asking for my date of birth and told me my bank balance in less than five seconds. This was a demo by ElevenLabs at GFF 2026 and this is just a small sample of something much bigger – AI technology is no more just looking through the window of Indian Banking and Fintech. AI has entered and it is working. Just walk around at GFF 2026 and three booths will give you an idea of how things will develop further: Sarvam AI, ElevenLabs and Mappls MapMyIndia. They cover the three areas which banks have always found tough: communicating with customers, issuing loans and locating the risk.
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The copilot that doesn’t care which department you’re in
The initial Sarvam demo is that of an artificial intelligence assistant to human agents sitting in banks and financial institutions. What is refreshing about the entire concept is how straightforward it is, regardless of the department in which an individual is working. The live transcript and live solutions are offered during a customer service phone call such that a query that would otherwise be transferred between three departments and two transfers is addressed by the first person who answers the phone. Efficiency is improved in that the artificial intelligence has the solution, even if the agent does not.
Another interesting demonstration is the loan origination system. This one is more sophisticated than it would initially appear. The loan origination system takes care of saving the banks from having to engage in the tedious task of going back and forth to obtain the missing documents by merely informing them of what is missing. The beauty of this system lies in the fact that depending on the kind of business applying for the loan, it considers the historical information and projections, along with the influence that the war in the Middle East is having on the same.
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An AI that knows your EMI before you ask
The ElevenLabs’ demo was where this turned practical. The AI agent recognized me based on the number from which I called, verified my identity, and gave me my balance. When I asked about my transactions for the week, the agent described my EMI debit and salary credits like someone who has been managing my finances for years. Without a second prompt, it offered to email me the statement.
I tried to confuse it next. I told it to alter my EMI date. It could not since it was read-only, and it said that outright instead of trying to sound confident about it. It also told me how to do it using the app, net banking, or talking to a human agent. Not any of that false confidence, just straight-forward redirections. Everything was completed in under five seconds each time.
The quiet third player: knowing where the risk lives
The Geographical Financial Intelligence (Geo.FI) stack from Mappls MapMyIndia does not feature a talking AI as part of its tech stack. Yet, the stack may very well be more important than the latter. Indeed, the Geo.FI stack converts addresses to geocodes, validates the locations of the customers via field data, and enables banks to discover underserved and creditworthy markets rather than avoid risks blindly. Banking is as geographical as it is scoring-based.
The verdict
Not one of these things involves robo-banking. What we have here is banking in which the tedious, mundane, fallible tasks of verifying an address, chasing down a document, or “What is my balance?” are done instantly and accurately, while the humans take over exactly where judgment and decision-making are required. Not some future road map either. This is the demonstration floor at GFF 2026, and it works. AI did not infiltrate banking and financial services. AI came through the front door and is answering your phone calls now.
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