Pre-due success metrics
AI-powered pre-due automation improved repayment rates and cut operational costs significantly.
71%
collection rate
38%
PTP lift
0.53×
efficiency ratio*
62%
OpEx saved


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A leading fintech platform needed to enhance early-stage repayment efficiency while reducing manual calling overhead. With growing loan volumes, scaling outreach became challenging. Gnani.ai introduced an AI-driven automation strategy.