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Showing posts from September, 2026

RBI’s New Loan Recovery Directions Take Effect January 1, 2027. Is Your Collections Stack Ready?

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  The new framework raises the bar on recovery conduct, agent governance, documentation and technology-led controls. For lenders, the bigger question is whether compliance lives only in policy documents, or inside the collections architecture itself. The next phase of collections compliance is not simply about changing what recovery agents can or cannot do. It is about whether the collections operating model itself can enforce those rules. The Reserve Bank of India’s final directions on loan recovery and recovery-agent conduct are scheduled to take effect from January 1, 2027 . The framework places greater emphasis on how regulated entities communicate with borrowers , govern recovery agencies, document interactions and deploy technology during the recovery process. For banks, NBFCs and other regulated lenders, this creates a clear question: Is the collections stack ready to make compliance operational at scale? 1. Recovery contact now has clearer boundaries Recovery-related calls ...

AI in Loan Collections: What It Actually Does, and What It Doesn’t

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AI is becoming a bigger part of the collections stack, but its value is often misunderstood. The real opportunity is not replacing collectors. It is helping lenders spot risk earlier, choose better treatment paths and continuously improve how accounts are managed. AI has become one of the most overused terms in lending. Almost every new collections platform now claims to be AI-powered, but for lenders, that is not the most useful question to ask. The better question is simple: what decisions does AI actually improve ? In collections, AI is most valuable when it helps teams do three things better. It can see signs of stress earlier, decide the right treatment for each account, and learn from repayment behaviour over time. At the same time, there are important limits to what it can solve. 1. AI can see stress before the missed payment Traditional collections usually begins once delinquency has already happened. A repayment date passes, the account moves into DPD, and the recovery process...