Revenue potential
$0.50–$5 per application
Time to launch
6–8 weeks
Agent autonomy
78%
How the agent runs it
Lender deploys agent as first-pass underwriter. Agent pulls bank data via Plaid, calculates DTI and cash flow, cross-references credit signals, and produces a pre-qualification recommendation with confidence score.
Tech stack
Claude APIPlaidEquifax APIPythonFastAPISupabase
Monetization
$0.50–5 per application screened. License to credit unions and alternative lenders.
Key risks
- → Fair lending regulations (ECOA) — algorithmic bias risk
- → Requires financial institution partnership or license
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Loan Application Pre-Screener
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