Most conversations about lending fraud start with the collection queue. A borrower stops paying, an investigation follows, and somewhere in that process someone discovers application data that should have raised flags months ago. By then, the loan is in the portfolio, the disbursement has been made, and the cost of investigation and potential write-off is […]
9 Hidden Signals That Reveal Which Borrowers Will Default (and How to Track Them)
Fintech personal loan defaults hit 3.6% in March 2025, marking a six-quarter high. Unsecured loans drive this increase, particularly among younger borrowers and those in tier-2 cities. Traditional credit scoring overlooks the subtle behavioural shifts that precede defaults by weeks or months. However, what most risk evaluation teams fail to understand is that defaults don’t […]
Complete Guide to Building a Digital-First Loan Collection Strategy
Digital banking has transformed borrower expectations. Lenders must now build loan collection strategies that leverage technology, data, and customer-centric communication to maximise recovery while maintaining positive relationships. The emphasis should be on implementing a data-driven and customer-focused approach that prioritises outcomes and leverages digital platforms. Developing a digital-first loan collection strategy is vital for maximising […]
Fraud Detection in Loan Origination: AI-Powered Red Flags That Matter
Every time a bank processes a new loan application, it brings both growth and risk. As digital banking expands, loan fraud is growing just as fast. According to a 2024 TransUnion report, online fraud attempts within financial services increased 17.2% worldwide over the last year. This sharp increase highlights a critical gap – conventional fraud-detection […]