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LIQUiDITY utilizes machine learning for dynamic credit modeling that constantly adapts to changing markets and verticals.
Auto ML
LIQUiDITY's Auto ML engine lets our credit analysts train models without writing a single line of code. From feature engineering to hyper-parameter tuning, we activate an entire gamut of ML classifiers with one click.
![](https://cdn.prod.website-files.com/62455fb5c801f78400e3ec88/6313ab0ead6e9e4d3b2738b8_Device.webp)
Scores Setting
Our automated scoring function enables a credit analyst to set new benchmark scores for funds, driving readiness for new verticals or market changes.
![](https://cdn.prod.website-files.com/62455fb5c801f78400e3ec88/6313ab0f7abad803e2f11d3d_Device-1.webp)
Deployment & Operation
The ML system models and adjusts in real-time. The system fine tunes itself continuously to serve fund activities.
![](https://cdn.prod.website-files.com/62455fb5c801f78400e3ec88/6313ab0f012d45a62b421d18_Device-2.webp)