Repayment performance stats
Voice AI-powered automation increased PTP rates, optimized operations, and enhanced compliance-driven collections at scale.
5.65%
PTP baseline
6.7×
ROI
0.42×
efficiency ratio*
28.40%
PTP lift


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A leading Indian public sector bank needed to improve repayment intent and optimize collections. Manual processes were inefficient, costly, and lacked scalability. Gnani.ai implemented voice automation to address these challenges.