10 weeks
Timeline
Financial Services
Industry
5 engineers
Team Size
A major financial services firm was processing thousands of documents daily — loan applications, compliance reports, and regulatory filings — with manual review teams that couldn't keep pace with volume growth.
We built an end-to-end intelligent document processing pipeline that automatically classifies incoming documents, extracts key data fields with high accuracy, validates extracted data against business rules, and routes exceptions for human review.
The system uses a combination of fine-tuned vision-language models for layout understanding, custom NER models for entity extraction, and confidence-based routing to minimize human review while maintaining accuracy standards required by regulators.
Tech Stack
Key Results
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