CLERQ

🏥 Insurance Claim Form Auto-Filler - A MedTech Automation Tool

This project is a web-based tool built to automate the tedious process of filling out insurance claim forms, specifically in the healthcare domain. Traditionally, these forms require manual entry of dozens of fields, reprinting, and rescanning ,often taking 30–60 minutes per patient. With this tool, the entire process is reduced to under 25 seconds.

🔧 Core Features

• ✅ Auto-Fills Complex PDFs
  Uses precise field mapping (with coordinates) to fill lengthy insurance forms.

• 🧠 Simple UI for Doctors/Staff
  Users just enter essential data (or upload it via JSON). The system handles formatting and generates a clean PDF.

• ⚙️ Powered by PyMuPDF (fitz)
  Backend uses PyMuPDF for accurate coordinate-based text insertion into PDF templates.

• 💻 Frontend-Backend Separation
  Frontend built with Vite (JS/TS), Backend served by Flask with a PDF generation service.

• 🧪 Test-Ready with Sample PDFs
  Comes with sample blank forms and prefilled data to help users test immediately.

🧠 Why This?

Initially set out to solve a real-world problem for doctors : reducing paperwork. After exploring broader MedTech automation, this project emerged as a starting point to streamline and digitize insurance workflows in Indian clinics and hospitals.

🔍 Target Use Case

• Individual doctors, receptionists, or small clinics who don’t have time to fill repetitive paperwork.

• Hospitals where staff can paste data (manually or from EMR systems) and get an instantly filled, formatted PDF.