FormBridge - Document Processing & Automation Platform
AI-powered document processing platform with Azure AI Document Intelligence, FastAPI backend, Next.js frontend. Automated OCR, data extraction, human-in-the-loop review, searchable archive, and comprehensive audit trails.
Full-stack document automation platform with Azure AI services
Full-stack document processing platform with Azure AI integration, human-in-the-loop review, and comprehensive audit trails for enterprise document automation.
FormBridge is an AI-powered document processing and automation platform designed to ingest documents, extract information, store processed data, and provide search/review capabilities.
Project Overview FormBridge enables organizations to automate document workflows by:
- ▸Ingesting invoices, receipts, contracts, and other documents
- ▸Extracting structured data using AI-powered OCR
- ▸Providing human-in-the-loop review for low-confidence results
- ▸Maintaining searchable document archives
- ▸Offering comprehensive audit trails
Core Features
| Module | Functionality |
|---|---|
| Document Upload | SAS-based direct-to-blob storage |
| OCR & Extraction | Azure AI Document Intelligence integration |
| Review Workflow | Human-in-the-loop for low-confidence results |
| Search & Archive | Azure AI Search with metadata filtering |
| Document Reprocessing | Trigger reprocessing for improved accuracy |
| Audit Trail | Comprehensive compliance features |
Technology Stack Frontend
- ▸Framework: Next.js 16.2.12
- ▸UI Library: React 19.2.4
- ▸Styling: Tailwind CSS 4
- ▸Language: TypeScript 5
- ▸Deployment: Vercel
Backend
- ▸Framework: FastAPI 0.109.0
- ▸Language: Python 3.12
- ▸ASGI Server: Uvicorn 0.27.0
- ▸Production Server: Gunicorn 21.2.0
- ▸Authentication: JWT (python-jose) + bcrypt 3.2.2
- ▸Testing: pytest 7.4.4
- ▸Deployment: Docker container on Azure App Service
Azure Cloud Services
- ▸Azure App Service: Hosts Dockerized FastAPI backend
- ▸Azure Cosmos DB: Stores application data
- ▸Azure Storage Account: Stores uploaded documents
- ▸Azure AI Document Intelligence: AI-based document analysis
- ▸Azure AI Search: Document indexing and search
- ▸Azure Service Bus: Asynchronous messaging
- ▸Azure Communication Services: Email delivery for password reset
- ▸Application Insights: Monitoring, telemetry, and diagnostics
- ▸Managed Identities: Azure identity-based access between services
Security Features
- ▸JWT-based authentication with bcrypt password hashing
- ▸Password reset functionality via Azure Communication Services email
- ▸Error tracking with Honeybadger integration
- ▸No secrets committed to source control
- ▸Azure managed identities for service-to-service authentication
- ▸HTTPS communication between frontend and backend