Generate Risk Recommendation
generate_risk_recommendationAggregate DTI, LTV, credit, income, and asset risk ratings to generate a final loan recommendation: Approve, Approve with Conditions, Suspend, or Deny.
Instructions
Generate a comprehensive risk recommendation based on all assessment factors.
This aggregator tool combines individual risk assessments (DTI, LTV, credit, income stability, asset sufficiency) to produce a final recommendation: Approve, Approve with Conditions, Suspend, or Deny.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| dti_value | Yes | Calculated DTI ratio percentage | |
| ltv_value | Yes | Calculated LTV ratio percentage | |
| dti_rating | Yes | DTI risk rating: Low, Medium, or High | |
| ltv_rating | Yes | LTV risk rating: Low, Medium, or High | |
| asset_rating | Yes | Asset sufficiency rating: Low, Medium, or High | |
| credit_score | Yes | Borrower's credit score | |
| credit_rating | Yes | Credit risk rating: Low, Medium, or High | |
| income_rating | Yes | Income stability rating: Low, Medium, or High | |
| ml_confidence | No | Optional ML model confidence score | |
| ml_prediction | No | Optional ML model prediction | |
| document_count | Yes | Number of supporting documents provided | |
| has_credit_report | Yes | Whether a credit report has been obtained | |
| has_financial_docs | Yes | Whether financial documents have been provided | |
| employment_statuses | Yes | Employment statuses of all borrowers |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| result | Yes |