How AI Is Reshaping Digital Loan Collections

India's digital lending ecosystem has made significant progress in automating loan origination, but collections continue to present a more complex challenge. Financial distress, borrower behavior, regional language differences and regulatory requirements make recovery difficult to standardize. As lenders look beyond traditional collection models, artificial intelligence (AI) is emerging as a way to improve borrower engagement, prioritize recovery efforts and make collection operations more responsive.

However, automation also raises questions about accountability, data ownership and the role of human intervention. Ranjith BR, Co-founder and CTO of DPDzero, discusses how AI can make collections more adaptive, where the technology still falls short and why lenders must balance automation with human judgment.

Rethinking Loan Collections

Why have loan collections remained difficult to automate at scale, even as lenders digitized loan origination?

The fundamental difference lies in the borrower's mindset at these two stages. When someone takes a loan, they generally feel motivated to...

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