AI-Powered Document Processing for a Fintech Platform
Client: Series B Fintech Company
The Challenge
A fast-growing fintech platform processing thousands of loan applications daily was bottlenecked by manual document review. Compliance officers spent 45+ minutes per application verifying identity documents, income statements, and regulatory forms — leading to 3-day average processing times and growing customer churn.
Our Solution
We designed and deployed a multi-model AI pipeline combining OCR, LLM-based extraction, and rule-based validation. The system automatically classifies incoming documents, extracts structured data (names, amounts, dates, account numbers), cross-references against compliance rules, and flags exceptions for human review. A RAG layer provides auditors with instant access to relevant regulatory guidance.
The Results
The platform now processes 85% of applications without human intervention. Average processing time dropped from 3 days to 4 hours. The compliance team shifted from manual data entry to exception handling and quality oversight, improving both throughput and accuracy.
Technologies Used
"Crazy Unicorns didn't just build us an AI tool — they re-engineered our entire document workflow. The accuracy exceeded our expectations, and the system paid for itself within the first quarter."