Year 2026
PayerLine
A voice agent that verifies insurance benefits: it calls a simulated payer, works an eligibility checklist, catches the representative's mistakes and hands the EHR clean, structured data.
Highlights
- Outbound voice conversation driven by an LLM with a strict checklist state machine
- Cross-checks the payer's answers and flags contradictions in real time
- Gradio app on Hugging Face Spaces
Stack
Python · Gradio · LLM agents · Speech · Hugging Face