The problem
Families compare loans with little help, marketing generates unqualified leads, and good refinance candidates go unnoticed until a competitor reaches them.
What changes
- More qualified applicants entering your funnel
- Balanced, federal-first guidance that builds trust
- Refinance candidates found at the right moment
Full specification
The complete specification for Education Financing Guidance Agent is shared with your team under NDA as part of a demo or evaluation. It covers:
- Step-by-step workflow and human approval points
- Tools, systems and access levels
- Guardrails and regulatory mapping
- Handoffs to other agents and teams
- Evaluation set (L1–L5) and results
- Model risk documentation