Financial Services

Automated Document Processing for Fintech

A European fintech startup

Challenge

Loan application review was entirely manual, creating a 5-day processing bottleneck that limited growth and frustrated customers.

Approach

We built a document extraction and classification pipeline using fine-tuned language models, integrated with their existing approval workflow. Human review was reserved only for edge cases.

Results

  • 15x faster processing time
  • 99.2% extraction accuracy
  • Manual review reduced to 8% of applications

“Processing time went from days to minutes. Our customers noticed immediately.”

— CTO, A European fintech startup

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