From 3 Hours to 4 Minutes: AI-Powered Loan Underwriting
An AI underwriting engine that processes key data points and generates compliant decisions in minutes — saving $185K annually.
The Challenge
A regional lending firm was manually reviewing 15–20 loan applications per day. Each underwriter spent 3+ hours per application cross-referencing financial data, running credit checks, and completing compliance documentation. The bottleneck was limiting how many loans they could close each month.
Our Solution
We built an AI-powered underwriting engine that ingests data from multiple sources simultaneously, applies risk models trained on historical decisions, and generates a compliant decision package in under 4 minutes — with human oversight reserved for edge cases only.
Implementation Approach
- 1Risk scoring model trained on historical underwriting data
- 2Real-time bureau and bank data integrations via API
- 3Compliance automation layer for regulatory requirements
- 4Human-in-the-loop review queue for flagged applications
- 5Audit trail and explainability dashboard for reviewers
“Intelluna didn't just build us software — they fundamentally changed how we operate. The AI underwriting engine paid for itself within the first year.”
Project Details
Services Used
Similar challenge?
Let's discuss how we can deliver results like this for your business.
Start a ConversationReady to achieve results like these?
Book a free 30-minute strategy call — no commitment required.