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Can AI transform grievance redressal in banking?

Posted on 20 March 202520 March 2025 by Pradeep Jayan

In his inaugural address at the Annual Conference of the RBI Ombudsmen, Shri Sanjay Malhotra, Governor of the Reserve Bank of India, outlined a bold vision for the future of customer service within the financial sector. The primary takeaway? Artificial Intelligence (AI) is poised to revolutionize grievance redressal, marking a crucial step toward a more efficient, customer-centric banking ecosystem. But while AI offers immense potential, it also comes with challenges that cannot be ignored.

Malhotra’s recognition of the critical role consumer grievances play in the banking sector is commendable. With over 10 million complaints from customers in 2023-24 alone, the sheer volume is concerning. While a small percentage of complaints might seem negligible in the context of India’s 2.5 billion bank accounts, the reality is that every unresolved complaint erodes consumer trust. This is why, as Malhotra emphasized, consumer complaints should not be seen as a nuisance, but as valuable opportunities for improvement.

At the heart of this transformation lies AI. The Governor envisions a future where AI not only speeds up grievance redressal but ensures greater fairness and accuracy. By leveraging AI to categorize complaints based on urgency and subject, and using data analytics to spot systemic flaws, AI can streamline the process, reduce processing times, and even predict issues before they become widespread problems. The idea of AI-powered chatbots and voice recognition tools breaking down language barriers in a multilingual country like India is a powerful one. It could make complaint resolution more inclusive and accessible, catering to the diverse linguistic landscape of the nation.

However, this optimism must be tempered with caution. As Malhotra rightly pointed out, the adoption of AI comes with its own set of risks, particularly around data privacy, algorithmic biases, and the complexity of AI-driven models. While AI can optimize grievance redressal systems, the human touch remains irreplaceable. As much as we celebrate the rise of AI, it cannot replace the integrity, empathy, and judgment that human agents bring to the table. Each complaint represents not just a number but an individual’s hard-earned savings, a small business’s future, or a senior citizen’s retirement fund. Therefore, the RBI must ensure that AI complements human efforts rather than overshadowing them.

Moreover, while technology can expedite processes, it cannot cure systemic flaws that lead to recurring complaints. As Malhotra rightly suggested, complaints about digital transactions, unauthorized charges, and miscommunication often reflect deeper issues within the service framework. This is where AI’s real value lies—not just in resolving complaints faster but in analyzing patterns to fix the root causes. A shift toward proactive customer service, where systems are designed to function seamlessly and prevent the need for complaints in the first place, would be the ideal.

The Governor’s call for banking institutions to invest in customer service at all levels is another vital point. The importance of senior leadership engaging with grievance redressal cannot be overstated. When top management prioritizes customer satisfaction, it sets a tone that resonates throughout the organization. Complaints are a reflection of service failures, and addressing them should not be relegated to the lower rungs of customer service departments but must be embedded in the core business strategy.

In addition to enhancing internal grievance systems, the RBI’s role as a facilitator will be crucial in setting the standards for the entire sector. By ensuring timely approvals and promoting the use of platforms like PRAVAAH, the RBI can streamline regulatory processes and encourage greater efficiency in consumer service delivery.

In conclusion, AI’s potential to overhaul grievance redressal is undeniable. It can bring speed, accuracy, and fairness, ensuring that consumers feel heard and valued. But as we integrate AI into these processes, we must ensure that it does not overshadow the human element of customer service. The future of banking will be one where technology and empathy go hand in hand—making the sector not just efficient but truly customer-centric.

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