Case Study
AI Agent: Automating Enterprise Loan Underwriting
Industry
FinTech & Lending
Timeline
10 Weeks
The Challenge
What Needed Solving
FinTech Capital needed to speed up their commercial loan underwriting process. Manual financial statement audits, risk calculation, and credit bureau lookups took their team an average of 4 days per loan application.
Our Approach
What We Built
We developed an autonomous AI underwriting agent using LangGraph and Python. The agent automatically extracts financial metrics from uploaded PDFs, queries credit bureau APIs, runs credit risk calculations, and writes a comprehensive draft credit memo for underwriters.
Delivered
What We Shipped
Document intelligence parsing
LangGraph state flow decision paths
Bureau API connections
Automated credit memo drafts
Results
By The Numbers
15m
Underwriting Time
99.4%
Extraction Accuracy
12k+
Loans Audited
70%
Process Cost Cut
Stack
Technologies Used
More Work
See All Case Studies
Contact Us
Have A Project?
Let’s Build ItHave a project in mind? Tell us what you're building and we'll get back to you within 12–24 hours with a clear plan.
🔒
100% Confidential
⚡
12–24 Hr Response
🛡️
60-Day Bug Fix
✅
Free Consultation
💬
Start Your Project
Fill in the details below and we'll reach out