AI Agent for Loan Origination — NBFC Processes 3x More Applications

The client processed 150–200 loan applications per month manually. Each application required bank statement analysis, KYC verification, credit scoring, and underwriter review — taking 3–4 days per case. With 8 underwriters handling this manually, the team was at capacity. Any increase in lead volume would require proportional headcount.

XPndAI built a multi-step AI agent pipeline integrated with the client's existing loan management system:

• ▸Bank Statement OCR + Analysis Agent — extracts transactions, calculates average monthly income, EMI obligations, and irregular credit events from uploaded PDFs automatically
• ▸KYC Document Agent — reads Aadhaar, PAN, and address proofs; verifies fields; flags mismatches
• ▸Credit Risk Scoring Agent — applies the client's own credit policy rules plus ML scoring to generate a structured risk report
• ▸Underwriter Summary Agent — packages the above into a one-page recommendation PDF for human sign-off — underwriter only reviews edge cases

The entire pipeline runs in 15–20 minutes per application. Underwriters now handle 3x the volume with the same team.