AI-Powered NPL Matching

Connecting capital with distressed assets through AI-driven recovery predictions. Better pricing than traditional bank models.

31,700,000
Total Matched
87%
Prediction Accuracy
5
Active Projects

How Our AI Model Works

1

Data Analysis

Our model analyzes loan characteristics, collateral type, regional economic indicators, and court status to build a comprehensive risk profile.

2

ML Prediction

LightGBM regression model trained on historical NPL data predicts recovery rate with confidence intervals, outperforming traditional bank models by 15-20%.

3

Smart Matching

Capital providers receive AI-scored opportunities matching their risk appetite. On-chain escrow ensures transparent fund management and automatic distribution.