This folder contains the scripts to generate synthetic data for the hackathon demo.

1. Install dependencies: pip install -r requirements.txt
2. Run script: python generate_data.py

1. npi_registry.csv: acts as the "Source of Truth" (API Mock).
2. payer_database.csv: acts as the Insurance Company's internal database containing intentional errors (Typos, old addresses, missing fields).