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Agent · Backlog

Student Loan Underwriting Copilot Agent

Applies credit policy and ML models using credit, education, employment and cash-flow data to decision private origination and refinance applications, auto-approving within delegated limits and preparing explainable referrals.

Not yet specifiedSemi-autonomousComplexity: High
This agent is in the backlog. Registered interest decides which agents are specified and prototyped next.

What it does

  • Pull bureau data for borrower and cosigner and compute combined capacity
  • Incorporate school, degree, field-of-study and employment trajectory within fair-lending constraints
  • Evaluate cosigner necessity and strength
  • Auto-decision clear cases and prepare case summaries with reason codes for underwriters
  • Run champion/challenger and record audit data

Systems and data it works with

  • Decision engine
  • Credit bureaus
  • LOS
  • Payroll/cash-flow data (Plaid)
  • Model risk inventory