A New Playbook for Indian Banking
At the recent FIBAC 2026 banking conference, SBI Chairman C.S. Setty delivered a clear message: the next frontier for Indian banking lies in leveraging Artificial Intelligence to serve the unserved. While banks have successfully used AI to streamline
retail loans for salaried customers, he argued that this is only the first step. The real challenge, and the bigger opportunity, is to push this technology deeper into the economy, reaching rural India, farmers, and the vast Micro, Small, and Medium Enterprises (MSME) sector. This vision aims to address the long-standing credit gap, where millions of creditworthy individuals and businesses are shut out from the formal financial system because they don't fit traditional assessment models. Setty's call to action signals a potential shift from simply digitising banking to making it truly intelligent and inclusive, a necessary step for India to achieve its goal of becoming a developed economy by 2047.
How AI Can Assess the 'Unbanked'
Traditional credit scoring relies heavily on past borrowing history and formal income proof, which automatically excludes a large part of India's population. AI offers a way to rewrite this checklist. Instead of focusing only on what's missing from a person's file, AI-powered models can analyse a wide array of alternative data to build a more holistic picture of creditworthiness. This includes looking at digital payment histories, utility bill payments, cash flows visible through GST filings, and even mobile usage patterns. For a farmer, AI could use satellite imagery to assess crop health and yield potential, combining it with digital land records to make a more accurate lending decision. For a small Kirana store owner, it could analyse their UPI and other digital transactions to gauge business health. By finding patterns in this data, AI can help banks identify reliable borrowers who were previously invisible, turning what was once a high-risk guess into a data-driven decision.
The Hurdles on the Path to Innovation
The vision of an AI-powered lending ecosystem is compelling, but it is not without significant challenges. As the SBI Chairman himself cautioned, greater reliance on technology brings new vulnerabilities. One major concern is the risk of algorithmic bias. If the historical data used to train AI models reflects existing societal biases, the technology could end up perpetuating or even amplifying discrimination against certain groups based on geography or community, rather than solving it. Another major issue is the "black box" problem, where the complex decision-making process of an AI model is not easily understood, making it difficult to challenge an unfair rejection. Recognizing these dangers, the Reserve Bank of India (RBI) has already moved to propose a comprehensive framework for managing risks associated with AI. These draft guidelines mandate robust governance, independent validation of models, and the ability for banks to explain AI-driven decisions, ensuring that innovation does not come at the cost of fairness and consumer protection.
The Dawn of a New Economic Era?
The call from the leader of India's largest bank is more than just a corporate strategy; it is a signpost for the entire financial sector. As the RBI Governor has noted, AI holds the potential to do for lending what the Unified Payments Interface (UPI) did for payments—fundamentally transform access and efficiency. With the digital public infrastructure like Aadhaar, the Account Aggregator framework, and GSTN already in place, India is uniquely positioned to build this next layer of intelligent finance. Success, however, will depend on more than just technology. It will require a concerted effort from banks to invest in robust systems, from regulators to create a framework that encourages responsible innovation, and from society to navigate the ethical questions that arise. The journey from pilots to population-scale impact will be complex, but it could unlock trillions in credit for the MSME sector and bring millions more into the formal economy, truly changing India's credit story.
