DocuVision AI – Intelligent Document Processing System

AI Softwares House > DocuVision AI – Intelligent Document Processing System

DocuVision AI – Intelligent Document Automation and Analytics Platform

Implemented DocuVision AI, an enterprise AI platform automating document ingestion, data extraction, classification, and validation for legal and financial firms. Utilizes deep learning vision models and NLP for unstructured data processing, supporting multiple document formats and languages. Integrates with client workflows to trigger automated decision-making and reporting, resulting in a 65% reduction in processing time and significant error mitigation.

 

Technologies: Python, PyTorch, OpenCV, Tesseract OCR, AWS Lambda, Docker

Project Requirement

  1. Automate extraction of data from scanned invoices and legal docs

  2. Classify and organize files into relevant categories

  3. Reduce manual entry and errors

  4. Connect to accounting software

Solution & Result

Our Solution:

  1. Built AI pipeline using Tesseract OCR + TensorFlow for text extraction

  2. Added classification models using NLP

  3. Created web-based review interface for human validation

  4. Connected output to QuickBooks and SAP

  5. Configured alert system for low-confidence documents

📈 Results Achieved:

  1. Reduced manual processing time by 65%

  2. 95%+ accuracy for structured documents

  3. Over 200 hours/month saved in document handling

  4. ROI achieved within first 4 months