Live demo · Healthcare billing
AI Claim Amount Calculator
Turn messy claim status notes into pending, paid and open totals.
A TypeScript port of the app's classification rules, running in your browser. It gives the same categories and totals as the original for pasted text and CSV files.
Playground
Try it yourself.
Synthetic data only — please don't enter real patient, claim or personal details.
Amounts need cents (e.g. $500.00), as in the original app. Use synthetic data only.
Your dashboard appears here
Load the sample or paste your own lines, then press “Generate dashboard”.
About this demo
What it does and how it runs.
Classifies claim payment-status lines such as “pending on $2,866.02” or “paid $500.00”, totals pending and paid amounts, flags blank rows and exports a reviewable report.
- Python
- Streamlit
- pandas
- OpenAI
Things to try
- Load the sample text and generate the dashboard.
- Untick a row's “include” box and watch the totals change.
In the full project (not in this demo)
- Excel (.xlsx) upload with black-highlighted-row detection is only in the full app.
- Screenshot reading with the OpenAI API is only in the full app (it needs an API key).
Source code, tests and setup instructions: github.com/Santo250499/ai-claim-amount-calculator. This is an open-source portfolio project with synthetic data, not a client system.
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