AI IDP & OCR PLATFORM
nlp
AI Intelligent Document Processing & OCR System
An enterprise AI-OCR and Intelligent Document Processing (IDP) platform capable of automatically extracting, classifying, and validating unstructured data from multi-language invoices, tax forms, and IDs with 99.4% accuracy.
# GenAI Vision# Claude 3.5 Sonnet# AI-OCR# Form Recognizer# PyTorch
Contract formatContract development
Development system6 people
Development period5 months
Key Features
Core System Capabilities
Optimized modular design for both End-Users and Enterprise Management Admin
01
User side
- Multi-format document upload (PDF, PNG, TIFF)
- Real-time OCR extraction preview
- Interactive field correction UI
- Batch processing & export (JSON, CSV, Excel)
- Audit trail & verification logs
5 features
02
AI Engine side
- Deep learning layout analysis
- Handwriting & printed text recognition
- Automated data validation & confidence scoring
- Custom template auto-learning pipeline
4 features
03
Management side
- Enterprise RBAC & user permissions
- API key & webhook integration
- Accuracy & throughput dashboard
- Security & compliance audit logs
4 features
Development Scope
Project Life Cycle & Phases
Phase 01
Requirement definition
Phase 02
UI/UX design
Phase 03
AI model training
Phase 04
Development
Phase 05
Unit / Integration testing
Phase 06
Operation and Maintenance
Tech Stack Architecture
Technologies Used in Project
Languages & Core Frameworks
Python 3.11, TypeScript, PyTorch 2.3
AI Tools & GenAI Models
Claude 3.5 Sonnet (Vision), LayoutLMv3, Antigravity OCR Engine, Tesseract 5
Databases & Vector Storage
PostgreSQL 16, Redis 7
Infrastructure & Cloud Services
AWS SageMaker, Docker, Kubernetes, TensorRT
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