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AI Application

AI Document Processing Platform

An AI-powered platform that extracts, classifies, and analyzes information from documents at scale, eliminating manual data entry.

Document AIData ExtractionAutomation

Project showcase

Project Overview

A financial services company processed thousands of documents monthly — contracts, invoices, compliance reports — all requiring manual review and data extraction. We built an AI platform that automates the entire document pipeline from ingestion through structured data output.

The Challenge

A team of 12 people spent their days manually reviewing documents, extracting key fields, and entering data into their systems. The process was slow, error-prone, and a bottleneck for every department that depended on the extracted data. Processing backlogs could stretch to weeks during peak periods.

Our Solution

We developed a document processing platform that uses AI to classify incoming documents, extract structured data from unstructured content, validate extracted information against business rules, and push clean data directly into downstream systems. The platform handles contracts, invoices, compliance documents, and correspondence — with human review only flagged for edge cases.

We went from a 12-person document processing team to a 3-person oversight team. The AI handles the volume, and our people handle the exceptions. It's transformed our operations.

David Park
Operations Director, Meridian Financial

Technologies Used

GPT-4 VisionPythonFastAPIReactAWS S3PostgreSQL

Results & Impact

  • Document processing time reduced by 85%
  • Data extraction accuracy of 97.3%, up from 89% manual accuracy
  • Processing capacity increased 10x without additional staff
  • Annual cost savings of over $400K in labor and error remediation

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