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Faster Loan File Checks With Document AI at a Regional Lender

A gold-loan and MSME lender · Thrissur, Kerala · Engagement: 2 months

Faster Loan File Checks With Document AI at a Regional LenderBFSI, NBFCs & Fintech
-45%file checking time
+2xdiscrepancies caught before sanction
100%documents with audit trail

About the client

A gold-loan and MSME lender, based in Thrissur, Kerala, operating in the bfsi, nbfcs & fintech sector.

The problem

Loan officers manually checked KYC and income documents, causing delays and occasional missed discrepancies.

What we did

  • Document classification for KYC, bank statements and invoices
  • Extraction of key fields with masking of sensitive numbers
  • Rule checks for mismatches in names and dates
  • Review queue for credit officers
  • Audit log for every document processed

Outcome

  • -45% file checking time
  • +2x discrepancies caught before sanction
  • 100% documents with audit trail

Services involved

Intelligent Document Processing · AI Automation

Client identity withheld. This anonymised case study is an illustrative example of our approach; figures are indicative and results vary by business, market and budget.