🎯 Loan Pools AI Assistant

Professional loan pool optimization for investors

✓ Real Scored Data
File: scores_multi_3def5ea2-8b12-4d62-80e7-cfbf40de9881.csv (19 loans)

Risk Tolerance

Conservative (Max Loss: 6%) Moderate (Max Loss: 10%) Aggressive (Max Loss: 15%)

Investment Amount ($) Total balance of loans to include

Number of Loans Target number of loans in your pool

By State (Geographic) By Product Type By Origination Channel

Leave blank to skip filtering

Minimum FICO Score

Maximum DTI Ratio

Maximum LTV Ratio

Term Range (Months)

Force use of synthetic test data

Risk Tolerance sets the maximum allowed expected loss for the pool
Investment Amount limits the total balance of selected loans
Number of Loans targets the pool size (may be less if budget is limiting)
Diversification tracks variety across selected dimensions
Filters pre-screen loans before optimization
The system always uses automatic mode to select the best optimization strategy