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Automated Document Intelligence & Triage Engine

Built a private, secure AI extraction engine that processes unstructured legal and financial records into validated databases.

Handling large volumes of incoming transactional records created human bottlenecks. We engineered a secure, locally-hosted AI processing pipeline that parses complex multi-page PDF documents, extracts critical figures, and validates them against regulatory rules.

The Challenge

Manual data extraction from hundred-page technical reports required over 14 human hours per case file, introducing transcription errors.

The Solution

Constructed a secure processing pipeline with OCR, structured JSON extraction models, and an intuitive human-in-the-loop review interface.

Verified Result

Decreased file processing turnaround from multiple days to under ten minutes while maintaining high data verification accuracy.

Project Metadata

CLIENT Commercial Advisory Practice
CATEGORY AI & Automation
DELIVERY Production Completed
Technology Stack:
Python FastAPI OpenAI API Laravel Backend PostgreSQL
Services Delivered:
AI Automation Software Development Data Pipelines