Leveraging AI to improve repayment outcomes.
20%
reduction in NPL ratio
30%
faster case resolution
15%
increase in recovery efficiency
Manual, static approaches failed to adapt to changing customer behaviours, resulting in suboptimal recovery performance.
Implemented predictive AI models to detect early delinquency indicators. Automated customer engagement and repayment reminders. Integrated collection data into a centralised analytics dashboard. Created dynamic prioritisation logic to maximise recovery impact.
Improved collection rates, reduced delinquency exposure, and delivered better outcomes without increasing operational cost.
Client
Leading UAE Bank
Sector
Banking
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