Case Study · FinTech · 7 min read
Loan document intelligence: 50% faster underwriting review
A regional lender automated loan package review and exception routing with governed document AI — reducing analyst load while keeping compliance sign-off intact.
The situation
Underwriting teams processed 900+ loan packages monthly. Analysts spent 3–4 hours per file collecting documents from email, portals, and legacy systems before credit review could begin.
The constraint
Regulatory requirements mandated full audit trails, human approval on credit decisions, and no automated changes to core banking records without analyst sign-off.
The approach
- Document agents extracted and classified income, asset, and identity documents
- Validation rules flagged missing or inconsistent fields before analyst review
- Exception queue with SLA tracking integrated into existing LOS workflow
- Audit logging for every extraction, override, and routing decision
Results (10 weeks post-launch)
50%
Review cycle reduction
36%
Analyst hours saved
98.7%
Approved extraction accuracy
0
Regulatory findings
Client name withheld under NDA. Metrics from production workflow telemetry and operations team time studies.
Explore FinTech AI delivery
See how we approach governed document workflows in regulated financial environments.